{"meta":{"query_hash":"5ebf1ff3d7c5","filters":{"venue":"Optical Fiber Communication Conference"},"cohort_total":143,"direct_labels_cover":0,"predictions_cover":143,"exported":143,"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/5ebf1ff3d7c5","api":"https://metacan.xera.ac/api/v1/cohort?venue=Optical+Fiber+Communication+Conference"},"results":[{"id":"W1542434811","doi":"","title":"Design procedures for slanted-angle SOI polarization rotators","year":2004,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic and Optical Devices","field":"Engineering","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":"Silicon on insulator; Fabrication; Polarization (electrochemistry); Optics; Optoelectronics; Materials science; Physics; Silicon; Chemistry","score_opus":0.029022072157184654,"score_gpt":0.2543407913016723,"score_spread":0.22531871914448764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1542434811","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":[0.021066481,0.00061370165,0.94372064,0.0010749405,0.00007729717,0.00086048455,0.000016203792,0.00052502414,0.03204524],"genre_scores_gemma":[0.8948751,0.00012996269,0.104507886,0.000083656174,0.000014396317,0.00013875739,0.00005457498,0.000023394272,0.00017223925],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992539,0.000024812163,0.00022910135,0.00014584625,0.00011851763,0.0002277666],"domain_scores_gemma":[0.99908876,0.00023022834,0.000027884078,0.0004158137,0.00013795485,0.000099359546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012925117,0.00013949886,0.00015006415,0.000039949344,0.00011837755,0.000089592315,0.0003850563,0.000112317335,0.000101372396],"category_scores_gemma":[0.00015273041,0.00013433513,0.00004121842,0.00013216447,0.000084160136,0.00020852909,0.000051124305,0.00016183358,0.00011517846],"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":[0.00010848937,0.0002762984,0.00009740606,0.00041955535,0.00016225825,0.0000018442169,0.0012608394,0.05819959,0.033684634,0.88431257,0.00055495,0.020921543],"study_design_scores_gemma":[0.003620529,0.00042399153,0.0034972485,0.00083927804,0.00020839777,0.000028990185,0.00036634743,0.66795224,0.1839083,0.11902494,0.018379485,0.0017502621],"about_ca_topic_score_codex":0.000009491687,"about_ca_topic_score_gemma":0.000021857273,"teacher_disagreement_score":0.8738086,"about_ca_system_score_codex":0.00005874065,"about_ca_system_score_gemma":0.00009425978,"threshold_uncertainty_score":0.5478028},"labels":[],"label_agreement":null},{"id":"W1560363820","doi":"","title":"Inscribed waveguides for new optical circuit applications","year":2015,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Inscribed figure; Computer science; Optics; Optoelectronics; Physics; Mathematics; Geometry","score_opus":0.10073875502256084,"score_gpt":0.282340406036632,"score_spread":0.18160165101407116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1560363820","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":[0.024190394,0.0028086647,0.46961752,0.004773935,0.00032153,0.0019637404,0.00005988862,0.0013230403,0.4949413],"genre_scores_gemma":[0.90417904,0.00013343422,0.09325569,0.00020626023,0.00014109944,0.00030690662,0.0001415679,0.00004550263,0.0015904737],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885744,0.000024309811,0.0003769026,0.00022824176,0.0001974827,0.0003156206],"domain_scores_gemma":[0.9978381,0.00044113325,0.000032118143,0.0008867843,0.0003122044,0.00048970967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020755066,0.00019507905,0.0002473199,0.000052770127,0.0000874766,0.00016426906,0.00068109663,0.00015892099,0.00023887692],"category_scores_gemma":[0.00021672485,0.00019290422,0.000075485514,0.0001886397,0.0001503344,0.00023976478,0.00010947546,0.00024559538,0.00042064296],"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":[0.000024011733,0.00009918099,0.000062214014,0.000072255956,0.00007616063,6.335776e-7,0.0003550805,0.0006426178,0.0061345375,0.9004235,0.012382074,0.0797277],"study_design_scores_gemma":[0.0018471688,0.00014857363,0.0005166903,0.00011838889,0.00014279898,0.000015759944,0.00046927607,0.06256417,0.017976142,0.09791373,0.8172756,0.0010117036],"about_ca_topic_score_codex":0.000016660459,"about_ca_topic_score_gemma":0.000019527448,"teacher_disagreement_score":0.8799887,"about_ca_system_score_codex":0.00007941187,"about_ca_system_score_gemma":0.0001302751,"threshold_uncertainty_score":0.7866406},"labels":[],"label_agreement":null},{"id":"W1565347791","doi":"","title":"Apodization of 25 and 50 GHz low dispersion FBG WDM filters by phase modulation coding of a phase mask","year":2004,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TeraXion (Canada)","funders":"","keywords":"Apodization; Phase modulation; Wavelength-division multiplexing; Optics; Phase (matter); Dispersion (optics); Optical filter; Modulation (music); Materials science; Channel spacing; Coding (social sciences); Physics; Phase noise; Acoustics; Mathematics","score_opus":0.019458857927493925,"score_gpt":0.2727493520898556,"score_spread":0.2532904941623617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1565347791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70323443,0.00024835696,0.29426405,0.00022002019,0.000031277985,0.00025356704,0.00005301406,0.00008057069,0.0016147258],"genre_scores_gemma":[0.9548438,0.00053665246,0.044349093,0.00001175271,0.0000061665833,0.000010593937,0.00018460285,0.000022631088,0.00003471484],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990155,0.000036769125,0.00043208097,0.00017016122,0.00018715317,0.0001583521],"domain_scores_gemma":[0.9989265,0.00018097027,0.00011511773,0.0005509831,0.00013712427,0.00008930388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000109033695,0.00015810881,0.00024440256,0.00008157755,0.000061810846,0.000022239086,0.00022330103,0.000105783874,0.00008086164],"category_scores_gemma":[0.000100536985,0.00017310269,0.00003778041,0.00018205006,0.00020488178,0.00029428056,0.000071934584,0.00016578357,0.0000075158923],"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":[0.00013561289,0.0005994378,0.00006774942,0.00031008312,0.000071915456,7.820001e-7,0.0023406153,0.06486232,0.8409901,0.02450034,0.000070321286,0.06605069],"study_design_scores_gemma":[0.0075176875,0.00032690167,0.0003579655,0.0007436198,0.00008909128,0.000008604052,0.0005602888,0.7137183,0.2727112,0.0026565858,0.00075843674,0.0005513227],"about_ca_topic_score_codex":0.000017412263,"about_ca_topic_score_gemma":0.0000032937382,"teacher_disagreement_score":0.648856,"about_ca_system_score_codex":0.00006744612,"about_ca_system_score_gemma":0.000019895451,"threshold_uncertainty_score":0.7058923},"labels":[],"label_agreement":null},{"id":"W1573851328","doi":"","title":"Restorable mesh network design under demand uncertainty: toward \"future proofed transport investments","year":2004,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Transportation Planning and Optimization","field":"Social Sciences","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 Alberta","funders":"","keywords":"Robustness (evolution); Computer science; Mathematical optimization; Network planning and design; On demand; Robust optimization; Set (abstract data type); Integer programming; Integer (computer science); Operations research; Computer network; Algorithm; Engineering; Mathematics","score_opus":0.0656009990651954,"score_gpt":0.3059807548342898,"score_spread":0.24037975576909443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1573851328","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":[0.02915525,0.0013603752,0.81743014,0.052590396,0.0005492795,0.0022334266,0.000024911687,0.0008750706,0.095781155],"genre_scores_gemma":[0.8743353,0.0007761125,0.12248786,0.0006186029,0.00010324097,0.00007212543,0.00020089929,0.00001744544,0.0013884173],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998234,0.000334445,0.00035403596,0.00027671608,0.0004277283,0.00037307525],"domain_scores_gemma":[0.99865884,0.00023567691,0.00012258382,0.00046208038,0.00029862594,0.00022222027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008060785,0.00016662195,0.00020656973,0.00004459984,0.0007709486,0.000120463934,0.0005383263,0.00022661258,0.00036757247],"category_scores_gemma":[0.00007681482,0.00016745074,0.00005618939,0.00040609893,0.00035754862,0.0003655631,0.000018098803,0.00030055188,0.00007240045],"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":[0.00007872689,0.00011157111,0.0005760587,0.000011799764,0.00003679081,0.0000027000654,0.008829858,0.33021918,0.000016032714,0.6579329,0.0005352189,0.0016491724],"study_design_scores_gemma":[0.008984717,0.0006033778,0.075218834,0.0016394082,0.0006833984,0.0000107847345,0.019044539,0.0129602235,0.000760284,0.5549126,0.3216686,0.0035132265],"about_ca_topic_score_codex":0.0004796063,"about_ca_topic_score_gemma":0.0008164322,"teacher_disagreement_score":0.84518003,"about_ca_system_score_codex":0.00014543819,"about_ca_system_score_gemma":0.0006894954,"threshold_uncertainty_score":0.6828443},"labels":[],"label_agreement":null},{"id":"W1583346540","doi":"","title":"Is photonic crystal technology commercially viable","year":2004,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic Crystals and Applications","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 Toronto; University of British Columbia; Lumerical Solutions (Canada)","funders":"","keywords":"Photonic crystal; Photonics; Planar; Photonic integrated circuit; Optoelectronics; Materials science; Computer science","score_opus":0.02111728355773658,"score_gpt":0.27903734127983537,"score_spread":0.2579200577220988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1583346540","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":[0.3928916,0.00024411372,0.047181744,0.028210863,0.00004868664,0.00083868514,0.00014284589,0.0002817745,0.5301597],"genre_scores_gemma":[0.9842332,0.000027702794,0.014337806,0.00021796151,0.00002131314,0.00016681528,0.00007541957,0.000016310392,0.0009034421],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990079,0.000021602784,0.00028812772,0.00025836736,0.00013666775,0.0002873715],"domain_scores_gemma":[0.9983929,0.00006677315,0.00009327739,0.0011593994,0.00018200194,0.0001056566],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010261784,0.0001613709,0.00020102928,0.000057867743,0.00031291498,0.00009861374,0.00074843527,0.00008543344,0.0041062124],"category_scores_gemma":[0.000007845498,0.000165064,0.00007753594,0.00031346895,0.00027979247,0.00013305421,0.00030246688,0.00035912002,0.0005619288],"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":[0.0000059019135,0.00028525948,0.00036481756,0.000004941626,0.000034906137,2.3446579e-7,0.00018627282,0.000037619007,0.016324658,0.9740525,0.00031305914,0.008389829],"study_design_scores_gemma":[0.0019510656,0.00010296384,0.0008905497,0.000163266,0.0000777397,0.000007988219,0.0009018027,0.0010224405,0.120450355,0.59661925,0.2770259,0.0007866741],"about_ca_topic_score_codex":0.00019784797,"about_ca_topic_score_gemma":0.000017991099,"teacher_disagreement_score":0.5913416,"about_ca_system_score_codex":0.000046973106,"about_ca_system_score_gemma":0.00022597352,"threshold_uncertainty_score":0.9968042},"labels":[],"label_agreement":null},{"id":"W1587817580","doi":"","title":"Transient control in RFAs for multi-pumping environments by using a multi-objective optimization approach","year":2004,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Optiwave Systems (Canada)","funders":"","keywords":"Transient (computer programming); Control theory (sociology); Stability (learning theory); Transient response; Amplifier; Computer science; Control (management); Electronic engineering; Engineering; Artificial intelligence","score_opus":0.04603587173053759,"score_gpt":0.26280720059821416,"score_spread":0.21677132886767658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1587817580","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":[0.021126373,0.0002743357,0.9767672,0.00017178724,0.000024986293,0.0008565427,0.00002242921,0.00020509017,0.00055125647],"genre_scores_gemma":[0.5365493,0.000089900735,0.46313626,0.000020326022,0.0000032243609,0.00013153162,0.00003715571,0.000022138922,0.000010125395],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99883175,0.000047385212,0.00037489666,0.00026762165,0.00012841714,0.00034990892],"domain_scores_gemma":[0.999173,0.00014714466,0.00004389932,0.00052068214,0.000043686923,0.00007159989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017479197,0.00021535778,0.00027051178,0.00007940687,0.000098701305,0.000060020247,0.0004212197,0.00022564855,0.000013801184],"category_scores_gemma":[0.0000939366,0.00023403022,0.000054929085,0.0001827796,0.00019390273,0.00022071683,0.00006789351,0.00035330112,0.000007260163],"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":[0.00001821276,0.00024000571,0.00004474158,0.000024318331,0.000029237543,2.8928417e-7,0.00023346065,0.9900858,0.004027605,0.002815578,0.0000025872978,0.0024782133],"study_design_scores_gemma":[0.0025010554,0.000031298816,0.0001916384,0.00007826491,0.000024593455,0.0000017714152,0.00015511068,0.9949513,0.0016117978,0.00009799153,0.00009786864,0.00025730886],"about_ca_topic_score_codex":0.00001685783,"about_ca_topic_score_gemma":0.000012806769,"teacher_disagreement_score":0.51542294,"about_ca_system_score_codex":0.00030522377,"about_ca_system_score_gemma":0.000023227558,"threshold_uncertainty_score":0.9543475},"labels":[],"label_agreement":null},{"id":"W1590875693","doi":"","title":"Interferometric PMD measurement of a transatlantic, 5512-km fiber link including 119 EDFAs","year":2004,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Exfo Electro-Optical Engineering (Canada)","funders":"","keywords":"Interferometry; Erbium doped fiber amplifier; Bandwidth (computing); Optical fiber; Optics; Physics; Optical amplifier; Computer science; Telecommunications; Laser","score_opus":0.06600924652359837,"score_gpt":0.2594179804277496,"score_spread":0.19340873390415125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1590875693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83862686,0.0062051453,0.015002799,0.0065185353,0.000342022,0.00087858184,0.000042782856,0.00055256474,0.13183069],"genre_scores_gemma":[0.9848553,0.00061160757,0.0143045755,0.000042282212,0.000034430035,0.000024055313,0.000020351596,0.000029452302,0.000077969285],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99850345,0.000050431878,0.00053472014,0.00021071134,0.0004021636,0.00029855155],"domain_scores_gemma":[0.99841464,0.00027478376,0.000059804453,0.0007798429,0.00031147915,0.00015944804],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033608332,0.00022317428,0.00035438949,0.00017172437,0.00007693933,0.000076636454,0.00068179343,0.00015421805,0.0010492984],"category_scores_gemma":[0.00017612152,0.00021181157,0.000105346364,0.00047643477,0.00016166341,0.00021265862,0.00013258205,0.0004070196,0.00029139462],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002321906,0.0013761399,0.00090185745,0.0022159026,0.0012940868,0.000018529301,0.004454544,0.021508096,0.4702652,0.21797769,0.00093741756,0.27881834],"study_design_scores_gemma":[0.008963056,0.0010542315,0.020615613,0.0061810385,0.0008793428,0.00006818497,0.00071015133,0.045115016,0.8232223,0.029237136,0.05982292,0.0041310536],"about_ca_topic_score_codex":0.00005279881,"about_ca_topic_score_gemma":0.000035132092,"teacher_disagreement_score":0.35295704,"about_ca_system_score_codex":0.00014449167,"about_ca_system_score_gemma":0.000059109236,"threshold_uncertainty_score":0.99986386},"labels":[],"label_agreement":null},{"id":"W1939369593","doi":"","title":"Using MCG to Find PP-Cycles in Planar Graphs","year":2005,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Planar; Exploit; Computer science; Planar graph; Algorithm; Theoretical computer science; Computer security; Graph; Computer graphics (images)","score_opus":0.04898361978010056,"score_gpt":0.2897745962765607,"score_spread":0.24079097649646014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1939369593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8442509,0.0019571777,0.08902201,0.005316979,0.0000856889,0.0006710989,0.00001631762,0.0014507531,0.05722906],"genre_scores_gemma":[0.6186989,0.00027705712,0.38085786,0.00006917042,0.000009325972,0.000020269219,0.0000056142303,0.000016009888,0.000045808738],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99903923,0.000027875783,0.0003021729,0.00017932625,0.00012738566,0.00032403404],"domain_scores_gemma":[0.99879193,0.00025104207,0.000019701447,0.0007905584,0.00005040336,0.000096345786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010624807,0.00016218744,0.00019811229,0.00010101401,0.00006232041,0.000046637015,0.00062277453,0.00014412665,0.000121950485],"category_scores_gemma":[0.00011787182,0.00017279925,0.000030279645,0.0003658093,0.00012922617,0.00020169785,0.00016574223,0.00041321383,0.00021776455],"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":[0.000032191536,0.00012101616,0.0007768877,0.00003595653,0.00003282638,0.0000053393564,0.0003738848,0.3227661,0.013598082,0.35527885,0.00076185376,0.30621704],"study_design_scores_gemma":[0.0010096744,0.00009945349,0.015707584,0.00061348994,0.000035209334,0.000022418733,0.0003988934,0.8561807,0.009062848,0.056714863,0.058584638,0.0015701875],"about_ca_topic_score_codex":0.0000090714275,"about_ca_topic_score_gemma":0.00009578057,"teacher_disagreement_score":0.53341466,"about_ca_system_score_codex":0.00010237262,"about_ca_system_score_gemma":0.000013595491,"threshold_uncertainty_score":0.7046549},"labels":[],"label_agreement":null},{"id":"W1945610595","doi":"","title":"OMNInet: a metropolitan 10 Gb/s DWDM photonic switched network trial","year":2004,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","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":"Nortel (Canada)","funders":"","keywords":"Wavelength-division multiplexing; Photonics; Scalability; Metropolitan area network; Computer science; Node (physics); Computer network; Ethernet; Local area network; Wavelength; Optics; Engineering; Physics","score_opus":0.025640617230889978,"score_gpt":0.25241733102766933,"score_spread":0.22677671379677936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1945610595","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":[0.41733393,0.0035593899,0.029877082,0.0077237403,0.000732397,0.002365556,0.00002083641,0.00647165,0.5319154],"genre_scores_gemma":[0.88984925,0.000453419,0.10890628,0.00006851001,0.00010114401,0.00013947711,0.00003462836,0.000048327845,0.00039895877],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982275,0.00006179899,0.00052057614,0.000289465,0.0002726684,0.00062800886],"domain_scores_gemma":[0.9975822,0.00036053048,0.000057335357,0.0016787428,0.00014755252,0.00017362426],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028604156,0.00030457028,0.0004068756,0.00007423582,0.00015650982,0.00014649196,0.00117261,0.00032765293,0.0010534143],"category_scores_gemma":[0.00027302207,0.00030093882,0.00011544157,0.00053342915,0.00037321605,0.00019543327,0.00035347627,0.0007447141,0.0010092098],"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":[0.0007811392,0.0001893855,0.00001616644,0.00003590384,0.00014848875,0.00000597396,0.000086375854,0.014884675,0.00079202896,0.9662838,0.0023355635,0.014440506],"study_design_scores_gemma":[0.07981859,0.0027380115,0.001530482,0.0011976047,0.00056440465,0.00007001979,0.0010093135,0.20269209,0.02048444,0.48178956,0.2027087,0.005396783],"about_ca_topic_score_codex":0.000025908323,"about_ca_topic_score_gemma":0.00004520688,"teacher_disagreement_score":0.5315165,"about_ca_system_score_codex":0.0003664581,"about_ca_system_score_gemma":0.000077728786,"threshold_uncertainty_score":0.99994427},"labels":[],"label_agreement":null},{"id":"W1950097966","doi":"","title":"Novel dispersion controlling technique using doped ring structures within photonic crystal fibers","year":2011,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Infineon Technologies (Canada)","funders":"","keywords":"Photonic-crystal fiber; Materials science; Cladding (metalworking); Photonic crystal; Doping; Dispersion (optics); Optoelectronics; Optics; Fiber; Composite material; Physics","score_opus":0.04780887417103687,"score_gpt":0.24528313861514367,"score_spread":0.1974742644441068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1950097966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69064164,0.0005357312,0.26222366,0.00004856404,0.000262231,0.001035415,0.000060255337,0.00079151185,0.044401005],"genre_scores_gemma":[0.84440947,0.0000702342,0.15532343,0.000019738585,0.00001613884,0.00004087259,0.000025554455,0.00004314022,0.00005142405],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985886,0.000042089683,0.0004932445,0.00027074508,0.00022321426,0.0003820995],"domain_scores_gemma":[0.99858034,0.00012196095,0.00009201204,0.0008924799,0.00013879353,0.00017441354],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025847918,0.00029710916,0.00032309926,0.00009535573,0.00020953787,0.00010040239,0.00066501787,0.00021091406,0.00043262416],"category_scores_gemma":[0.00004704467,0.00029070105,0.00009850872,0.00020423207,0.00022792583,0.00030174517,0.00024540475,0.00060520176,0.000018009445],"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":[0.000091502414,0.000101420774,0.000046574158,0.00010374177,0.0001161892,0.0000063454363,0.0026107968,0.008013509,0.9537209,0.033777494,0.000013803955,0.0013976746],"study_design_scores_gemma":[0.0012532865,0.000085855725,0.00034284158,0.0003517158,0.00012248049,0.0001465086,0.00063541334,0.77260005,0.21791233,0.004669148,0.00089525763,0.0009850805],"about_ca_topic_score_codex":0.000077945944,"about_ca_topic_score_gemma":0.000032048723,"teacher_disagreement_score":0.76458657,"about_ca_system_score_codex":0.00013995776,"about_ca_system_score_gemma":0.00006523596,"threshold_uncertainty_score":0.9999545},"labels":[],"label_agreement":null},{"id":"W1964365401","doi":"10.1364/ofc.2015.th2a.32","title":"Comparison between Square and Stepped-Square QAM for Optical Transmission","year":2015,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Infineon Technologies (Canada)","funders":"","keywords":"Quadrature amplitude modulation; QAM; Baseband; Square (algebra); Transmission (telecommunications); Power (physics); Electronic engineering; Computer science; Telecommunications; Physics; Mathematics; Bandwidth (computing); Bit error rate; Engineering","score_opus":0.08893352651716127,"score_gpt":0.3189426545059864,"score_spread":0.23000912798882514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964365401","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46462676,0.0049814954,0.4622032,0.011766133,0.00018523686,0.0023861055,0.00006374798,0.0033526113,0.05043472],"genre_scores_gemma":[0.8151588,0.00014914272,0.1843746,0.000016566879,0.000030603158,0.000080441154,0.000073704265,0.000032040174,0.00008411565],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986619,0.00004337432,0.00043977756,0.0002552517,0.00022681127,0.00037291393],"domain_scores_gemma":[0.99789137,0.0007982617,0.000034408415,0.00075413036,0.00021573273,0.00030610056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028269205,0.00023967144,0.00040842965,0.00006156428,0.0001116132,0.00013465004,0.0005677529,0.00032032112,0.000037655947],"category_scores_gemma":[0.00019553796,0.00022838723,0.00005572638,0.00016699174,0.00030985428,0.00019267228,0.00019701687,0.00048461443,0.000056122706],"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":[0.000082448736,0.00014367967,0.003738554,0.00027691026,0.0000884986,0.0000013362152,0.0006158863,0.0024586013,0.00045105425,0.2629279,0.0029376363,0.72627753],"study_design_scores_gemma":[0.003574493,0.0010685348,0.013970575,0.0007401482,0.0002709638,0.000013399882,0.0013061938,0.7199542,0.008320194,0.02529849,0.22374994,0.0017328771],"about_ca_topic_score_codex":0.0000023346604,"about_ca_topic_score_gemma":0.000004530908,"teacher_disagreement_score":0.72454464,"about_ca_system_score_codex":0.00006350299,"about_ca_system_score_gemma":0.000033881206,"threshold_uncertainty_score":0.9313361},"labels":[],"label_agreement":null},{"id":"W1971894109","doi":"10.1364/ofc.2012.ow4c.7","title":"Reconfigurable coherent transceivers for optical transmission capacity and reach optimization","year":2012,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","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":"Ciena (Canada)","funders":"","keywords":"Transceiver; Wavelength-division multiplexing; Transmission (telecommunications); Flexibility (engineering); Computer science; Optical performance monitoring; Electronic engineering; SIGNAL (programming language); Telecommunications; Engineering; Optoelectronics; Materials science; Wireless","score_opus":0.038530535385621664,"score_gpt":0.23778564117880902,"score_spread":0.19925510579318734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971894109","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":[0.1281004,0.0023727831,0.71977395,0.0035623708,0.00019919212,0.0015591818,0.00003347074,0.0015979239,0.14280072],"genre_scores_gemma":[0.7180535,0.00088999694,0.28078097,0.000019897527,0.000018000936,0.000091505986,0.000037432324,0.000023942152,0.00008473814],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989296,0.000036455138,0.00030481323,0.00018090532,0.00013434458,0.00041386884],"domain_scores_gemma":[0.9987175,0.00043894045,0.000026949101,0.0004965484,0.0001087953,0.00021130386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000279952,0.00020077938,0.00024310667,0.00005191654,0.00014383734,0.000074829695,0.00031612182,0.00026299304,0.00027302135],"category_scores_gemma":[0.00008651272,0.00019598546,0.00005495708,0.00012844267,0.00027058175,0.00035511437,0.000022153643,0.00035068524,0.000023197848],"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":[0.00012917824,0.00034892082,0.00026721615,0.00040790578,0.00015228344,4.302174e-7,0.0009789334,0.04410752,0.013500028,0.46008658,0.0014616494,0.47855935],"study_design_scores_gemma":[0.0014605022,0.0002073075,0.001242292,0.00030508707,0.00018129242,0.000021036247,0.00032317993,0.9267407,0.02827564,0.004002753,0.03624047,0.0009997117],"about_ca_topic_score_codex":0.000003558336,"about_ca_topic_score_gemma":0.000002146206,"teacher_disagreement_score":0.8826332,"about_ca_system_score_codex":0.000063266234,"about_ca_system_score_gemma":0.000013137905,"threshold_uncertainty_score":0.7992055},"labels":[],"label_agreement":null},{"id":"W1972850445","doi":"10.1364/ofc.2014.w3b.4","title":"Non-Data-Aided Feedforward Timing Recovery for Flexible Transceivers Employing PDM-MQAM Modulations","year":2014,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Blind Source Separation Techniques","field":"Computer Science","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":"Quadrature amplitude modulation; Feed forward; Phase-shift keying; Computer science; Modulation (music); Electronic engineering; Estimator; Symbol rate; Engineering; Telecommunications; Mathematics; Physics; Statistics; Channel (broadcasting); Bit error rate","score_opus":0.11143064060422611,"score_gpt":0.33443062732306134,"score_spread":0.22299998671883522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972850445","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":[0.0014523779,0.000020800879,0.96208096,0.0074922936,0.000055426302,0.00047625235,0.000013811601,0.00049157476,0.027916525],"genre_scores_gemma":[0.5625651,0.000031528038,0.43603492,0.00043051844,0.000018114164,0.00007871412,0.00012236844,0.0000139234,0.0007048446],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99827987,0.00016839575,0.00046200826,0.0005155269,0.00027364533,0.00030056294],"domain_scores_gemma":[0.99546224,0.00090809487,0.00015784154,0.0029476925,0.0003912349,0.00013288489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001102805,0.0001937931,0.0002668562,0.00014103204,0.00041778365,0.00050325406,0.002957839,0.00014510966,0.00005704153],"category_scores_gemma":[0.00028589717,0.00020608591,0.000098081204,0.00030926368,0.00012015866,0.0015061407,0.0004208207,0.00028408793,0.000104652834],"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":[0.00003347051,0.00016525717,0.00006311512,0.000047025893,0.00006333608,2.2494919e-7,0.001735233,0.0023656606,0.0033278486,0.7794761,0.004066873,0.20865586],"study_design_scores_gemma":[0.00070609205,0.00017538707,0.0010104453,0.00012848004,0.00004400024,0.0000047553567,0.00006207518,0.88304347,0.009180354,0.054087978,0.05101411,0.0005428728],"about_ca_topic_score_codex":0.00003318909,"about_ca_topic_score_gemma":0.00002460844,"teacher_disagreement_score":0.8806778,"about_ca_system_score_codex":0.00005195912,"about_ca_system_score_gemma":0.00015058271,"threshold_uncertainty_score":0.84039396},"labels":[],"label_agreement":null},{"id":"W1973185957","doi":"10.1364/ofc.2014.th3e.4","title":"Single-Carrier 448 Gb/s Dual-Polarization 16-QAM Transmission over 1200 km Using Fixed Look-Up Table Based MAP Detection","year":2014,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","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":"Queen's University","funders":"","keywords":"Baud; Quadrature amplitude modulation; QAM; Transmission (telecommunications); Computer science; Electronic engineering; Dual-polarization interferometry; Physics; Optics; Bit error rate; Telecommunications; Decoding methods; Engineering","score_opus":0.0260278233941358,"score_gpt":0.23062330326734237,"score_spread":0.2045954798732066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973185957","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":[0.16481943,0.00026798094,0.821853,0.0007060573,0.0002891601,0.0004540012,0.000014676059,0.0014513099,0.010144376],"genre_scores_gemma":[0.930025,0.000043033975,0.06936765,0.00007287016,0.000043113152,0.000029063985,0.000090321715,0.000060831844,0.0002681564],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99820966,0.0001547665,0.00048550966,0.00033346852,0.00031651327,0.00050006976],"domain_scores_gemma":[0.99796253,0.0003899604,0.00007885445,0.0011739556,0.00021409793,0.0001806],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003635385,0.0003109963,0.00031437812,0.00013650813,0.00026444774,0.00020675849,0.0004795763,0.00044972202,0.0006892883],"category_scores_gemma":[0.0002614496,0.00032397965,0.00007765211,0.00043531106,0.00023597451,0.00041035566,0.00013428557,0.0006260542,0.00008547236],"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":[0.00013445833,0.0002907049,0.000620861,0.0003340951,0.00010841932,0.000002045527,0.00019152599,0.049041476,0.46020177,0.043405544,0.000518505,0.44515058],"study_design_scores_gemma":[0.00053963147,0.000080235004,0.00043242134,0.000204225,0.000057918023,0.0000034225238,0.000026560785,0.8932575,0.07016847,0.0013710258,0.03342926,0.00042932748],"about_ca_topic_score_codex":0.000027526856,"about_ca_topic_score_gemma":0.000022762795,"teacher_disagreement_score":0.84421605,"about_ca_system_score_codex":0.00025347195,"about_ca_system_score_gemma":0.00004566851,"threshold_uncertainty_score":0.9999212},"labels":[],"label_agreement":null},{"id":"W1973637644","doi":"10.1364/ofc.2014.tu3j.2","title":"Subcarrier Multiplexing Using DACs for Fiber Nonlinearity Mitigation in Coherent Optical Communication Systems","year":2014,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","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":"McGill University","funders":"","keywords":"Subcarrier; Subcarrier multiplexing; Multiplexing; Electronic engineering; Computer science; Transmission (telecommunications); Wavelength-division multiplexing; Nonlinear system; Optical performance monitoring; Fiber-optic communication; Optical fiber; Transmission system; Orthogonal frequency-division multiplexing; Multi-mode optical fiber; Optics; Telecommunications; Plastic optical fiber; Physics; Engineering","score_opus":0.039033419451576054,"score_gpt":0.2747404269959699,"score_spread":0.23570700754439383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973637644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8093644,0.0013335479,0.15130167,0.0021695693,0.0002522194,0.0026467287,0.00006908662,0.0015568248,0.031305987],"genre_scores_gemma":[0.73379856,0.00010066787,0.26558983,0.000020076903,0.000029449593,0.00017750367,0.00016760934,0.000041358595,0.000074939606],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980073,0.00019809192,0.0007463992,0.00031392116,0.00025525794,0.0004790468],"domain_scores_gemma":[0.9963536,0.0015277119,0.00009585289,0.0015787925,0.00031050073,0.00013351007],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007814088,0.00029327787,0.00043402115,0.00012825562,0.0001947753,0.0002319132,0.000915614,0.00040115227,0.000062306775],"category_scores_gemma":[0.0006806545,0.0003152425,0.0000813205,0.00032899002,0.00037020384,0.00033764384,0.00032186764,0.0007058003,0.000065271066],"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":[0.0000850834,0.00030178038,0.0016051814,0.00039631707,0.000102101614,0.0000010267528,0.00030036346,0.31283724,0.003944627,0.62712824,0.00036000265,0.052938048],"study_design_scores_gemma":[0.0006320101,0.000040122883,0.0010976403,0.00032200624,0.00002844005,0.0000041759276,0.00011683938,0.9854195,0.00086582307,0.0021947238,0.008904863,0.00037382476],"about_ca_topic_score_codex":0.000045742712,"about_ca_topic_score_gemma":0.000084382504,"teacher_disagreement_score":0.67258227,"about_ca_system_score_codex":0.00023946026,"about_ca_system_score_gemma":0.00004016742,"threshold_uncertainty_score":0.99992996},"labels":[],"label_agreement":null},{"id":"W1979379800","doi":"10.1364/ofc.2015.th3d.4","title":"Advanced and Low-Complexity Digital Backpropagation for Subcarrier-Multiplexing Systems","year":2015,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ciena (Canada); McGill University","funders":"","keywords":"Subcarrier; Computer science; Backpropagation; Multiplexing; Phase-shift keying; Quadrature amplitude modulation; Subcarrier multiplexing; Electronic engineering; Orthogonal frequency-division multiplexing; Compensation (psychology); Nonlinear system; Artificial neural network; Channel (broadcasting); Bit error rate; Telecommunications; Engineering; Artificial intelligence","score_opus":0.06081622352496862,"score_gpt":0.2580842370930832,"score_spread":0.19726801356811458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979379800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7399435,0.0025888688,0.19845243,0.0017226244,0.00038903317,0.002058318,0.00013299473,0.002761797,0.051950436],"genre_scores_gemma":[0.939936,0.00006971997,0.05965558,0.00000829348,0.000020298123,0.00011126437,0.000087115484,0.000023513343,0.000088243614],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99913096,0.000022784307,0.00028347786,0.00018136998,0.00013798165,0.0002434065],"domain_scores_gemma":[0.99863714,0.00034037733,0.000037482252,0.0005893881,0.00025473387,0.00014088931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017420427,0.00015828645,0.00021073973,0.00003995917,0.00008242679,0.00026404794,0.00034825853,0.00012938182,0.0000070893966],"category_scores_gemma":[0.00042823973,0.00015785436,0.000027590826,0.00012127769,0.00028743537,0.00043540724,0.00016826943,0.00020901478,0.000039109254],"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":[0.00009293819,0.00007417537,0.0005049385,0.00034302144,0.00005776434,0.0000011042127,0.000333534,0.020636138,0.0016166192,0.8049377,0.0006740099,0.17072803],"study_design_scores_gemma":[0.0009259958,0.00010088583,0.00053385616,0.0001704787,0.000016927737,0.000007758336,0.0005332672,0.968346,0.00095935946,0.019545471,0.00842344,0.00043658694],"about_ca_topic_score_codex":0.0000025807187,"about_ca_topic_score_gemma":0.00000418997,"teacher_disagreement_score":0.94770986,"about_ca_system_score_codex":0.000068968555,"about_ca_system_score_gemma":0.000023837905,"threshold_uncertainty_score":0.6437114},"labels":[],"label_agreement":null},{"id":"W1985538330","doi":"10.1364/ofc.2014.tu3j.1","title":"100G and Beyond","year":2014,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ciena (Canada)","funders":"","keywords":"Citation; Computer science; Publishing; World Wide Web; Political science","score_opus":0.013547723097995292,"score_gpt":0.22691195352228158,"score_spread":0.2133642304242863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985538330","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":[0.05553658,0.0012795238,0.22723494,0.003639133,0.00008111829,0.00024455678,0.0000034738312,0.0019930825,0.7099876],"genre_scores_gemma":[0.8070517,0.00042337517,0.19224499,0.00007221474,0.000009872333,0.00001701712,0.0000056876174,0.000013209945,0.00016193055],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99945515,0.000023013623,0.00014996275,0.00011919706,0.00007790486,0.00017476911],"domain_scores_gemma":[0.9988851,0.00034592772,0.000013337471,0.0006382096,0.000048314014,0.00006912746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009680697,0.00010788328,0.0001311129,0.000028094199,0.000066120796,0.000049327882,0.000323555,0.00009983869,0.000109930974],"category_scores_gemma":[0.00014025204,0.000105419735,0.00001531864,0.000092875096,0.0002573616,0.00012159303,0.00018758372,0.00026635564,0.00014086108],"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":[0.0000023917241,0.000009898828,0.00005319478,0.000014573797,0.000008883612,2.1252207e-7,0.00003642186,0.00077728624,0.0006623665,0.68221396,0.00031275355,0.31590804],"study_design_scores_gemma":[0.0006471127,0.00012113545,0.0034769191,0.0001067619,0.000036503032,0.000017651833,0.00015148215,0.5344517,0.0034569285,0.2556505,0.2010249,0.00085840555],"about_ca_topic_score_codex":5.956335e-7,"about_ca_topic_score_gemma":0.0000036310273,"teacher_disagreement_score":0.75151515,"about_ca_system_score_codex":0.000015203319,"about_ca_system_score_gemma":0.0000038433272,"threshold_uncertainty_score":0.4298892},"labels":[],"label_agreement":null},{"id":"W1987316586","doi":"10.1364/ofc.2010.othu1","title":"Performance of Microwave-Photonic Links","year":2010,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Photonic Communication Systems","field":"Engineering","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 Victoria","funders":"","keywords":"Photonics; Microwave; Variety (cybernetics); Computer science; Electronic engineering; Microwave transmission; Microwave engineering; Dynamic range; Telecommunications; Engineering; Physics; Optoelectronics","score_opus":0.017632832207652476,"score_gpt":0.24489908965034424,"score_spread":0.22726625744269177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987316586","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8147363,0.000302689,0.0016969915,0.00019659803,0.00014268784,0.00026332526,0.000007728441,0.00024202981,0.18241167],"genre_scores_gemma":[0.9574311,0.0005224247,0.041486323,0.000019477415,0.000011832704,0.00005798898,0.000025742116,0.00002808654,0.0004170338],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989498,0.000046208814,0.0004815073,0.0001421299,0.00017097782,0.00020937386],"domain_scores_gemma":[0.99703413,0.00029625665,0.0000884214,0.002232291,0.00025142106,0.00009746212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026806747,0.00016125035,0.00024395135,0.000064996195,0.0000831825,0.000031041527,0.0011516557,0.00023362892,0.0006397237],"category_scores_gemma":[0.00006320353,0.00017085491,0.00005713719,0.00020591287,0.00026411444,0.00019382352,0.00021737875,0.0011130763,0.0002552649],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025589528,0.000108083426,0.0011012579,0.0001888261,0.00006248782,3.715043e-7,0.00073746685,0.0013360471,0.86001533,0.04001287,0.0002250492,0.09618663],"study_design_scores_gemma":[0.0009391403,0.000093545335,0.0074174795,0.00030017243,0.000042532214,0.00004944462,0.00014832767,0.3456077,0.49769434,0.0011092044,0.14573534,0.00086277374],"about_ca_topic_score_codex":0.000008008789,"about_ca_topic_score_gemma":0.000044275934,"teacher_disagreement_score":0.362321,"about_ca_system_score_codex":0.000029595794,"about_ca_system_score_gemma":0.000058729333,"threshold_uncertainty_score":0.70045257},"labels":[],"label_agreement":null},{"id":"W1991298659","doi":"10.1364/ofc.2015.w4d.6","title":"Non-intrusive In-band OSNR Measurement of Polarization Multiplexed Signals Operating in the Non-Linear Regime","year":2015,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","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":"Exfo Electro-Optical Engineering (Canada)","funders":"","keywords":"Multiplexing; Polarization (electrochemistry); Nonlinear system; Provisioning; Linearity; Computer science; Optics; Materials science; Electronic engineering; Physics; Telecommunications; Engineering","score_opus":0.057900375726602546,"score_gpt":0.26778034693165426,"score_spread":0.2098799712050517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991298659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94839734,0.000530716,0.015214181,0.002826124,0.000075101976,0.0011994896,0.000005483612,0.00018708331,0.031564493],"genre_scores_gemma":[0.9679724,0.00006142109,0.03182182,0.000033766508,0.000011214776,0.000058316473,0.000012885145,0.000014408175,0.000013761196],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99872684,0.000104019164,0.00046636624,0.0001460912,0.00033692177,0.00021976195],"domain_scores_gemma":[0.9985103,0.00029877247,0.000055263263,0.0007587356,0.00032952425,0.00004738229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096058915,0.0001455008,0.0002418534,0.00009084368,0.000036821242,0.000048154856,0.0007274147,0.00014854039,0.000019384834],"category_scores_gemma":[0.00069727784,0.00012036034,0.000026605518,0.0004207868,0.00015407646,0.00015587814,0.00012608484,0.00044836427,0.000028084514],"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":[0.00013957587,0.0010569339,0.026007103,0.00036912938,0.000167666,0.000018687162,0.014272942,0.52789944,0.3089425,0.0776416,0.0009996715,0.04248475],"study_design_scores_gemma":[0.0012975672,0.000119149285,0.012991451,0.00049078866,0.000018877794,0.0000028954075,0.0015186842,0.9497962,0.031458646,0.0016580252,0.00029773312,0.0003499975],"about_ca_topic_score_codex":0.00006543533,"about_ca_topic_score_gemma":0.000115708106,"teacher_disagreement_score":0.42189673,"about_ca_system_score_codex":0.000104845385,"about_ca_system_score_gemma":0.0000627206,"threshold_uncertainty_score":0.49081522},"labels":[],"label_agreement":null},{"id":"W1991504358","doi":"10.1364/ofc.2010.owu2","title":"Tunable and variable clock generation up to 1.2 THz by filtering an actively mode-locked 42.5 GHz Quantum Dash Fabry-Perot laser with a reconfigurable filter","year":2010,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Fiber Laser Technologies","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 Laval","funders":"","keywords":"Terahertz radiation; Fabry–Pérot interferometer; Optoelectronics; Laser; Dash; Optics; Filter (signal processing); Optical filter; Mode-locking; Materials science; Physics; Computer science","score_opus":0.023186804417392477,"score_gpt":0.26838223054198196,"score_spread":0.24519542612458947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991504358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8028835,0.000012692912,0.17683826,0.001299809,0.0000612295,0.0005444307,0.00012591075,0.0001953433,0.018038796],"genre_scores_gemma":[0.9130028,0.000008145525,0.08343321,0.00009709389,0.00003721701,0.00025761974,0.00023880898,0.00003506715,0.00289003],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985801,0.00007066061,0.00029034883,0.0005066177,0.00016838452,0.00038389253],"domain_scores_gemma":[0.99795693,0.00013391794,0.00011524118,0.0013328643,0.00027276232,0.0001882755],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015158845,0.00028067353,0.00028527432,0.000058360714,0.00037176927,0.00030943652,0.0006333239,0.00013966128,0.0011676198],"category_scores_gemma":[0.00003882501,0.00025719995,0.000024375457,0.00018684793,0.00018294582,0.00078450196,0.00020587294,0.0006604249,0.00006231463],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024354387,0.0003329703,0.0008442553,0.000026530042,0.000115083465,8.376516e-7,0.00088328286,0.00088967726,0.6036107,0.2739888,0.0025432378,0.11652106],"study_design_scores_gemma":[0.001967123,0.0007150804,0.00039738844,0.00019199826,0.00009758662,0.000011236854,0.0014001103,0.16267537,0.74203044,0.032946084,0.055899207,0.0016683958],"about_ca_topic_score_codex":0.0003255211,"about_ca_topic_score_gemma":0.000063731844,"teacher_disagreement_score":0.24104273,"about_ca_system_score_codex":0.000025814588,"about_ca_system_score_gemma":0.000087456036,"threshold_uncertainty_score":0.999988},"labels":[],"label_agreement":null},{"id":"W1996577626","doi":"10.1364/ofc.2014.tu3k.4","title":"Inverse-parabolic graded-index profile for transmission of cylindrical vector modes in optical fibers","year":2014,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","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":"Université Laval","funders":"","keywords":"Transmission (telecommunications); Optical fiber; Inverse; Fiber; Materials science; Mode (computer interface); Optics; Graded-index fiber; Optoelectronics; Physics; Mathematics; Telecommunications; Computer science; Fiber optic sensor; Composite material; Geometry","score_opus":0.023991309456713086,"score_gpt":0.24979949704211854,"score_spread":0.22580818758540544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996577626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6263147,0.00042076505,0.29790056,0.0030642375,0.00012286118,0.0017260781,0.00002253707,0.0012779738,0.06915032],"genre_scores_gemma":[0.8399699,0.00013915525,0.15960899,0.000019788857,0.0000147726605,0.00012915801,0.00002392926,0.000029442614,0.00006486935],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99856627,0.00006928797,0.0005100128,0.00025083442,0.00020876166,0.0003948307],"domain_scores_gemma":[0.9977349,0.0011722287,0.00004472409,0.00079721044,0.00011841762,0.00013253771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002812472,0.00021975365,0.00040849988,0.00012238241,0.000052315558,0.000037019963,0.000727137,0.00033873794,0.000058644433],"category_scores_gemma":[0.00037662516,0.0002124301,0.000091957176,0.00031432632,0.00035624127,0.00014438234,0.000116072144,0.00049577997,0.00003607208],"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":[0.00010615864,0.00034558092,0.00055154186,0.00039056072,0.000058063037,0.0000010168495,0.0004412043,0.031802587,0.010563265,0.79859895,0.00074539613,0.15639569],"study_design_scores_gemma":[0.0007101232,0.00011818657,0.0026574242,0.00017240977,0.000021098036,0.0000018420116,0.00008713269,0.9699604,0.012645289,0.009990747,0.0034064597,0.00022889265],"about_ca_topic_score_codex":0.000006300055,"about_ca_topic_score_gemma":0.000012374941,"teacher_disagreement_score":0.9381578,"about_ca_system_score_codex":0.00005889319,"about_ca_system_score_gemma":0.0000347309,"threshold_uncertainty_score":0.8662648},"labels":[],"label_agreement":null},{"id":"W1997969854","doi":"10.1364/ofc.2012.om2h.1","title":"A 400G/1T High Spectral Efficiency Technology and Some Enabling Subsystems","year":2012,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ciena (Canada)","funders":"","keywords":"Citation; Computer science; Publishing; World Wide Web; Telecommunications; Multimedia; Political science","score_opus":0.016924953317765813,"score_gpt":0.2255656135364831,"score_spread":0.2086406602187173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997969854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96104544,0.007813267,0.0046043093,0.0020402733,0.0001932387,0.00032521316,0.0000044085714,0.0019188456,0.022054994],"genre_scores_gemma":[0.9673147,0.00078274944,0.031656835,0.00002104935,0.000054571003,0.00004837595,0.000006818873,0.000025348709,0.00008950074],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99881315,0.000034715264,0.00030265597,0.00017564956,0.00014163402,0.0005321794],"domain_scores_gemma":[0.9986157,0.0002601952,0.000033757482,0.0009002769,0.000066364344,0.00012369713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023101133,0.00019472501,0.00025750266,0.00019409771,0.00011845614,0.00008293062,0.00059451954,0.00028524798,0.00009871491],"category_scores_gemma":[0.00015295336,0.000187778,0.00002833914,0.00045802284,0.0004274199,0.00033357317,0.000332186,0.00056317734,0.00022260142],"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":[0.0000027728695,0.00004102692,0.0007180898,0.000033085085,0.00001804669,7.0320857e-7,0.000073096475,0.00013351084,0.0020770915,0.9858005,0.000058352976,0.011043691],"study_design_scores_gemma":[0.004539776,0.0008918352,0.030758398,0.0018109721,0.00046178582,0.0005058885,0.0036899382,0.39390752,0.111291215,0.33745885,0.10804216,0.0066416697],"about_ca_topic_score_codex":0.0000062668987,"about_ca_topic_score_gemma":0.0000031349819,"teacher_disagreement_score":0.6483417,"about_ca_system_score_codex":0.000059137863,"about_ca_system_score_gemma":0.000012919253,"threshold_uncertainty_score":0.76573646},"labels":[],"label_agreement":null},{"id":"W1999041868","doi":"10.1364/ofc.2015.w2a.8","title":"Silicon Quadruple Series-Coupled Vernier Racetrack Resonators: Experimental Signal Quality","year":2015,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic and Optical Devices","field":"Engineering","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","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Vernier scale; Resonator; Silicon; Filter (signal processing); Materials science; Series (stratigraphy); SIGNAL (programming language); Port (circuit theory); Optics; Computer science; Optoelectronics; Electronic engineering; Electrical engineering; Engineering; Physics; Geology","score_opus":0.060331612924549215,"score_gpt":0.30399802218008126,"score_spread":0.24366640925553204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999041868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80529803,0.0021741246,0.0014433156,0.00069306494,0.00014731022,0.0003181624,0.000018275134,0.00052223116,0.18938549],"genre_scores_gemma":[0.9929153,0.00009069752,0.0061484133,0.00008962774,0.000034313132,0.000061019924,0.000054943128,0.000029303716,0.0005764202],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984931,0.00012928467,0.0004433334,0.00023801168,0.00036613416,0.0003301675],"domain_scores_gemma":[0.99826735,0.00027598863,0.000048777212,0.0008728261,0.00019169842,0.00034338026],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00045932148,0.00023497913,0.00030961886,0.000037523303,0.00009621441,0.00013583322,0.00063202874,0.00017107007,0.0013640174],"category_scores_gemma":[0.00013411026,0.00022562775,0.00007350806,0.0001620655,0.00023922684,0.00046386936,0.0001991193,0.00041863657,0.0008407145],"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":[0.0008995023,0.0013766126,0.0016069541,0.0002769008,0.00040899016,0.000024165098,0.0077715153,0.0038808675,0.08798415,0.8733011,0.00533509,0.017134154],"study_design_scores_gemma":[0.004949588,0.0006211903,0.009650103,0.00031807093,0.00010840669,0.000049988266,0.0056900014,0.5280693,0.25528285,0.0106030535,0.18181445,0.0028429788],"about_ca_topic_score_codex":0.00008035752,"about_ca_topic_score_gemma":0.000040440114,"teacher_disagreement_score":0.862698,"about_ca_system_score_codex":0.00014962381,"about_ca_system_score_gemma":0.00008990055,"threshold_uncertainty_score":0.99993724},"labels":[],"label_agreement":null},{"id":"W1999573691","doi":"10.1364/ofc.2014.tu3e.6","title":"Silicon waveguides and filters in hyperuniform disordered photonic solids for the near-infrared","year":2014,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Surrey; University of British Columbia; San Francisco State University; National Science Foundation","keywords":"Silicon; Silicon photonics; Materials science; Resonator; Optoelectronics; Photonics; Optical filter; Photonic crystal; Infrared; Photonic integrated circuit; Optics; Physics","score_opus":0.018734852406003734,"score_gpt":0.23849106262298456,"score_spread":0.21975621021698083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999573691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7352497,0.0030522456,0.015524645,0.0058609177,0.00017159914,0.0015918037,0.00003275074,0.00038872237,0.23812765],"genre_scores_gemma":[0.9920074,0.0007148479,0.00670157,0.00016069264,0.00000876438,0.0001437379,0.000018552066,0.000017727734,0.00022675587],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992514,0.000035841953,0.0002293511,0.00014588649,0.000090325615,0.000247186],"domain_scores_gemma":[0.9979519,0.0012761923,0.000023202994,0.0006204975,0.000053381245,0.00007480784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027221825,0.00014019402,0.00018539884,0.000024894523,0.0001433946,0.00014093507,0.00044224923,0.0000908872,0.00010978771],"category_scores_gemma":[0.00018756966,0.00010823915,0.000039558316,0.0000955301,0.00024647167,0.00013638129,0.00011553569,0.00022219538,0.000025844414],"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":[0.0001838944,0.0001989439,0.000979498,0.00048283068,0.00019775794,9.326636e-7,0.0035934479,0.0066302577,0.006671125,0.5672714,0.0010455812,0.41274434],"study_design_scores_gemma":[0.0006296645,0.0000399091,0.005305107,0.000058603568,0.00001885388,0.0000018928005,0.00015249068,0.9508577,0.0011243394,0.0045790626,0.037043784,0.00018861152],"about_ca_topic_score_codex":0.000027255064,"about_ca_topic_score_gemma":0.0001292791,"teacher_disagreement_score":0.9442274,"about_ca_system_score_codex":0.000027192104,"about_ca_system_score_gemma":0.000023825965,"threshold_uncertainty_score":0.44138646},"labels":[],"label_agreement":null},{"id":"W2001593209","doi":"10.1364/ofc.2015.tu3f.1","title":"Optically Phase-locked Lasers for RF Photonics Applications","year":2015,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Fiber Laser Technologies","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":"TeraXion (Canada)","funders":"","keywords":"Photonics; Laser; Optoelectronics; Semiconductor laser theory; Phase noise; Materials science; Silicon photonics; Phase (matter); Quantum dot laser; Radio frequency; Silicon; Optics; Computer science; Semiconductor; Physics; Telecommunications","score_opus":0.05898430381831484,"score_gpt":0.3390811611296757,"score_spread":0.28009685731136086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001593209","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":[0.019243326,0.00013440476,0.8780264,0.0042753345,0.00004412043,0.0015630572,0.00017681642,0.00042461528,0.09611192],"genre_scores_gemma":[0.71347564,0.000010381069,0.28393474,0.000061021055,0.000027525464,0.0011670996,0.00030145317,0.000024920859,0.0009972156],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99879307,0.00003231396,0.00035344015,0.00031884428,0.00017599772,0.00032632347],"domain_scores_gemma":[0.99738944,0.00039846735,0.00012501654,0.0013480969,0.0005390023,0.00019999291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019589522,0.0002015412,0.00024863484,0.00005041542,0.00018958388,0.000102286496,0.0009418256,0.00010177005,0.0002553861],"category_scores_gemma":[0.00008486742,0.000203373,0.00008713288,0.00020990777,0.00034618264,0.00022486904,0.00029824695,0.00030902054,0.00024265867],"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":[0.00007458527,0.00055650587,0.00018459212,0.000013104069,0.00006844913,1.9909356e-7,0.00017820882,0.00016672026,0.0013642969,0.9034413,0.0014994546,0.09245254],"study_design_scores_gemma":[0.005752572,0.00039901046,0.00006934623,0.00007391654,0.00016293171,0.000002702261,0.0026842444,0.020787282,0.041896533,0.3371881,0.5899268,0.0010565866],"about_ca_topic_score_codex":0.0000125419465,"about_ca_topic_score_gemma":0.0000039385654,"teacher_disagreement_score":0.6942323,"about_ca_system_score_codex":0.00005554326,"about_ca_system_score_gemma":0.00019064815,"threshold_uncertainty_score":0.82933104},"labels":[],"label_agreement":null},{"id":"W2001624780","doi":"10.1364/ofc.2015.m2g.5","title":"Impact of MAP Detection on the Mutual Information of a 1.2 Tb/s Three-Carrier DP 16-QAM Superchannel","year":2015,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","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":"Queen's University","funders":"","keywords":"Quadrature amplitude modulation; QAM; Mutual information; Computer science; Electronic engineering; Distortion (music); SIGNAL (programming language); A priori and a posteriori; Telecommunications; Artificial intelligence; Engineering; Bandwidth (computing); Bit error rate; Decoding methods","score_opus":0.04688100879574244,"score_gpt":0.2559731242784752,"score_spread":0.20909211548273274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001624780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9595855,0.000104737774,0.01872645,0.00078807346,0.00008200966,0.00037208284,0.000029535513,0.00029199006,0.020019634],"genre_scores_gemma":[0.9967777,0.00004961494,0.0030686015,0.000012746699,0.000010668188,0.000034653458,0.00001901191,0.000011992574,0.000015012223],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99904794,0.00005695916,0.00038379504,0.00007825947,0.00024913895,0.00018388558],"domain_scores_gemma":[0.9981332,0.00043748898,0.00006705828,0.00094155397,0.00034850687,0.000072189345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031824323,0.00014776293,0.00020457232,0.00008436745,0.000044198263,0.00003642134,0.0005884982,0.0001707694,0.000102587415],"category_scores_gemma":[0.00048967154,0.000106213585,0.00008075302,0.0002516259,0.00030090104,0.00031513703,0.00017233593,0.00038916024,0.00011431641],"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":[0.00044630418,0.00031098584,0.001593804,0.00019743215,0.00044657072,5.584847e-7,0.0032580753,0.04559954,0.005625877,0.59737056,0.003715118,0.34143516],"study_design_scores_gemma":[0.0013588332,0.0015734202,0.012720709,0.0004037354,0.00009698234,0.000010069958,0.0018194879,0.9034507,0.042366873,0.031479534,0.0039700097,0.0007496464],"about_ca_topic_score_codex":0.000053646698,"about_ca_topic_score_gemma":0.00004205821,"teacher_disagreement_score":0.85785115,"about_ca_system_score_codex":0.0001255076,"about_ca_system_score_gemma":0.000047848083,"threshold_uncertainty_score":0.43312645},"labels":[],"label_agreement":null},{"id":"W2001872754","doi":"10.1364/ofc.2014.m2c.2","title":"Rate-Adaptive Coding for Direct-Detection of Discrete Multi-Tones","year":2014,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Huawei Technologies (Canada)","funders":"","keywords":"Citation; Computer science; Coding (social sciences); Publishing; Multimedia; World Wide Web; Mathematics; Statistics","score_opus":0.03438285043503023,"score_gpt":0.25641374494966,"score_spread":0.2220308945146298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001872754","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":[0.037325356,0.00025882982,0.9346964,0.00040887523,0.00014561204,0.0005449739,0.000018319148,0.00087438215,0.025727285],"genre_scores_gemma":[0.8884199,0.00015787178,0.11117441,0.000008248466,0.000014424661,0.00009231347,0.000010747368,0.000021336104,0.000100720434],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992011,0.00006229812,0.000289872,0.00015276569,0.00008473696,0.00020918774],"domain_scores_gemma":[0.99808276,0.0009959283,0.000051828265,0.0006438351,0.0001749137,0.00005074059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028877624,0.00014406221,0.00024706675,0.000054548076,0.000085344196,0.000035768655,0.00041175736,0.00016414569,0.000023190141],"category_scores_gemma":[0.00044044547,0.00013897898,0.00005996309,0.00014829039,0.00022706878,0.00013383573,0.00012859673,0.00023391521,0.000026677844],"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":[0.00011925205,0.00011159425,0.000093238676,0.00022406504,0.00014966562,2.132827e-7,0.00028830205,0.009932382,0.105457224,0.6044237,0.00015589649,0.27904445],"study_design_scores_gemma":[0.0004021467,0.00012275169,0.00091486995,0.00010689863,0.00003236495,6.853588e-7,0.00008782914,0.9059671,0.08504199,0.003427541,0.0036484643,0.0002473366],"about_ca_topic_score_codex":0.000006359974,"about_ca_topic_score_gemma":0.00002468503,"teacher_disagreement_score":0.8960347,"about_ca_system_score_codex":0.00003388769,"about_ca_system_score_gemma":0.000007601399,"threshold_uncertainty_score":0.56673986},"labels":[],"label_agreement":null},{"id":"W2005339497","doi":"10.1364/ofc.2010.omp3","title":"Novel 2×2 Wide-Angle AlGaAs/GaAs Carrier-Injection Optical Switch with Reduced Power Consumption","year":2010,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Communications Research Centre Canada","funders":"","keywords":"Optoelectronics; Heterojunction; Power consumption; Materials science; Reflection (computer programming); Gallium arsenide; Power (physics); Total internal reflection; Electrode; Optical switch; Optical power; Optics; Electrical engineering; Computer science; Physics; Engineering","score_opus":0.02055690315581466,"score_gpt":0.2464492140110494,"score_spread":0.22589231085523476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005339497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7746937,0.00014447159,0.04329551,0.0011305632,0.00034458115,0.00048979896,0.000026002088,0.0006693611,0.17920598],"genre_scores_gemma":[0.9594378,0.00007275888,0.03981389,0.00010683187,0.000029854182,0.000081943275,0.000057906378,0.000047546466,0.0003515084],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984379,0.000036420017,0.00040867145,0.00034303791,0.00034232537,0.0004316563],"domain_scores_gemma":[0.99769354,0.00046169228,0.00005910364,0.0011840061,0.0002865754,0.00031505825],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026008367,0.00030252352,0.00031264144,0.00007817407,0.00019411829,0.00019678257,0.0005923339,0.00030402077,0.0013118563],"category_scores_gemma":[0.00017688885,0.00027123917,0.00007052598,0.00021902654,0.0004209179,0.00038586115,0.00014066596,0.0010754525,0.00042014776],"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":[0.00023942397,0.00052342593,0.0011697711,0.00015920162,0.00028648082,0.000010101347,0.000918418,0.001709463,0.4946542,0.48270446,0.00064411224,0.01698091],"study_design_scores_gemma":[0.0082661435,0.001513224,0.13437353,0.001098094,0.0008021171,0.0009888726,0.0009688815,0.3700682,0.35575718,0.008130637,0.11201916,0.0060139727],"about_ca_topic_score_codex":0.000033344564,"about_ca_topic_score_gemma":0.00019248633,"teacher_disagreement_score":0.47457382,"about_ca_system_score_codex":0.00006877887,"about_ca_system_score_gemma":0.00009069687,"threshold_uncertainty_score":0.99997395},"labels":[],"label_agreement":null},{"id":"W2007858735","doi":"10.1364/ofc.2012.oth1b.3","title":"Comparison of Intra-Channel Nonlinearity Tolerance between Reduced-Guard-Interval CO-OFDM Systems and Nyquist Single Carrier Systems","year":2012,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","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":"Guard interval; Orthogonal frequency-division multiplexing; Nyquist–Shannon sampling theorem; Phase-shift keying; Nonlinear system; Computer science; Channel (broadcasting); Electronic engineering; Interval (graph theory); Bit error rate; Physics; Mathematics; Telecommunications; Engineering","score_opus":0.07426096671151985,"score_gpt":0.31465454934680803,"score_spread":0.24039358263528818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007858735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9575591,0.008085519,0.011848331,0.00027084985,0.0004592647,0.0006062339,0.00012295756,0.00067860703,0.020369105],"genre_scores_gemma":[0.99324113,0.00015256403,0.0062989513,0.0000044664203,0.00011565874,0.00004198713,0.000053546926,0.00003263798,0.00005907016],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982835,0.00012536356,0.0007091517,0.0001992695,0.0002506855,0.00043203565],"domain_scores_gemma":[0.99794286,0.0005533686,0.00011849898,0.0009896333,0.00020053682,0.00019510117],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003726452,0.0002503787,0.00065365736,0.000066859895,0.00010035885,0.00012836131,0.00060175115,0.00030119636,0.000018329292],"category_scores_gemma":[0.00016042174,0.0002517171,0.000050686423,0.00017211694,0.00048590105,0.0002577,0.00022782157,0.00058360695,0.000031635118],"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":[0.0002947111,0.002855223,0.18125558,0.007748991,0.0018147985,0.0000071807044,0.011431893,0.06888435,0.049504504,0.571368,0.009832145,0.09500263],"study_design_scores_gemma":[0.0010634694,0.00041969502,0.01939324,0.0018749936,0.00026320823,0.000035136538,0.0030827953,0.9276814,0.025460556,0.00043089106,0.018691707,0.001602918],"about_ca_topic_score_codex":0.00004534782,"about_ca_topic_score_gemma":0.0000046911327,"teacher_disagreement_score":0.8587971,"about_ca_system_score_codex":0.000087125074,"about_ca_system_score_gemma":0.000018215596,"threshold_uncertainty_score":0.9999935},"labels":[],"label_agreement":null},{"id":"W2008370854","doi":"10.1364/ofc.2014.w1j.2","title":"Frequency-Hopping Microwave Waveform Generation Based on a Frequency-Tunable Optoelectronic Oscillator","year":2014,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":33,"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":"Fiber Bragg grating; Waveform; Optoelectronics; Wideband; Microwave; Materials science; Grating; Polarization (electrochemistry); Optics; Physics; Electrical engineering; Telecommunications; Computer science; Voltage; Engineering","score_opus":0.020493651513387702,"score_gpt":0.24832210528621285,"score_spread":0.22782845377282515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008370854","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":[0.1267232,0.00010653138,0.54045117,0.0045664767,0.00010628278,0.0006760662,0.00003101494,0.00046439096,0.32687488],"genre_scores_gemma":[0.8585872,0.000009028501,0.14043689,0.00020037979,0.00007325114,0.0001203613,0.00018223622,0.000028979044,0.0003616915],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99830467,0.00012305487,0.00040251904,0.00044263696,0.000244269,0.00048283068],"domain_scores_gemma":[0.9975275,0.0002736339,0.0001750758,0.001659678,0.0002539554,0.00011020195],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026925778,0.00029320703,0.00028816285,0.00010422795,0.00035413244,0.00015632372,0.00079963775,0.00014256182,0.00075707707],"category_scores_gemma":[0.00009063889,0.00028264773,0.000099082026,0.0002532534,0.00022941461,0.00029934268,0.00016416809,0.00059949665,0.00035507564],"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":[0.0000076289552,0.00011459869,0.00066506874,0.000009541753,0.000025881649,2.3507761e-7,0.00004860049,0.0003934512,0.052976977,0.90321255,0.00015677397,0.042388726],"study_design_scores_gemma":[0.0021002863,0.00054667477,0.000991203,0.0003280211,0.00009537595,0.000002959227,0.0002259244,0.21922557,0.2918346,0.4722907,0.010661741,0.0016969333],"about_ca_topic_score_codex":0.000067337176,"about_ca_topic_score_gemma":0.000026754837,"teacher_disagreement_score":0.731864,"about_ca_system_score_codex":0.00015371937,"about_ca_system_score_gemma":0.00017661683,"threshold_uncertainty_score":0.99996257},"labels":[],"label_agreement":null},{"id":"W2010618646","doi":"10.1364/ofc.2012.om2g.4","title":"Energy-Efficient Demand Provisioning in the Cloud","year":2012,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Provisioning; Cloud computing; Computer science; Energy consumption; Computer network; The Internet; Core (optical fiber); Efficient energy use; Distributed computing; Telecommunications; Engineering; World Wide Web; Operating system; Electrical engineering","score_opus":0.02207168556710138,"score_gpt":0.2480756580437021,"score_spread":0.22600397247660073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010618646","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":[0.2771714,0.008397762,0.46786028,0.0038202165,0.00031308082,0.00063514273,0.0000040632854,0.0013316101,0.24046645],"genre_scores_gemma":[0.95820653,0.00026380818,0.041299623,0.00006887507,0.000030140496,0.000066940585,0.0000065448194,0.000012864088,0.000044645778],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991224,0.000072076975,0.00022257506,0.000096855656,0.00015236625,0.00033374302],"domain_scores_gemma":[0.99856305,0.0005536856,0.000020716052,0.0007746951,0.00003637668,0.00005147099],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003314541,0.000121305486,0.00012230226,0.000040447372,0.00008760126,0.00004889583,0.0006620456,0.00010060248,0.00006153218],"category_scores_gemma":[0.0001125453,0.00009004475,0.000025754698,0.0002540355,0.00016308304,0.00012276391,0.00018301143,0.00038350985,0.000073314994],"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":[0.0000061699916,0.00011300239,0.00031769855,0.000014464488,0.000009480307,9.3484255e-7,0.00060982606,0.034507178,0.0003175236,0.8615679,0.000318257,0.10221757],"study_design_scores_gemma":[0.0005947978,0.00006202053,0.0069177295,0.00026062256,0.000032288768,0.000027081838,0.0013176997,0.87003493,0.0024169951,0.020538548,0.09697608,0.0008212255],"about_ca_topic_score_codex":0.0000028430795,"about_ca_topic_score_gemma":0.000006365906,"teacher_disagreement_score":0.84102935,"about_ca_system_score_codex":0.000042970674,"about_ca_system_score_gemma":0.000007690876,"threshold_uncertainty_score":0.36719182},"labels":[],"label_agreement":null},{"id":"W2013246088","doi":"10.1364/ofc.2015.th1f.2","title":"Widely Bandwidth-Tunable Broadband Optical Filter on Silicon","year":2015,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems; National Science Foundation","keywords":"Broadband; Bandwidth (computing); Optical filter; Silicon; Optoelectronics; Materials science; Band-pass filter; Filter (signal processing); Optics; Computer science; Telecommunications; Physics","score_opus":0.048405854459059344,"score_gpt":0.2595965422767078,"score_spread":0.21119068781764846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013246088","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":[0.0808513,0.00053463073,0.0025542395,0.0017430354,0.0001511571,0.0002565589,0.000011263644,0.0004024151,0.9134954],"genre_scores_gemma":[0.9888072,0.00016755845,0.007817048,0.00037041254,0.000040245013,0.00005134715,0.00004362817,0.000033915785,0.002668619],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99857694,0.00006550154,0.0003623306,0.00026044747,0.00033093922,0.0004038463],"domain_scores_gemma":[0.9978536,0.00044115054,0.000029269368,0.0010546776,0.00019344447,0.00042785532],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002908775,0.00024613406,0.00029543668,0.000056607623,0.00008699145,0.00017529022,0.00066933356,0.00019086327,0.0008078626],"category_scores_gemma":[0.00021567204,0.00022385202,0.0000680906,0.00016362604,0.00021816368,0.00026961774,0.00017237615,0.00051800243,0.0020258073],"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":[0.00026487734,0.0005301243,0.0002302045,0.0001482044,0.00019388006,0.000024066874,0.0010015864,0.009546575,0.0038770633,0.89971226,0.018883022,0.065588154],"study_design_scores_gemma":[0.0037019546,0.00071066077,0.004094744,0.0005782362,0.00015654384,0.000051349878,0.00044398714,0.48106402,0.05058883,0.032663845,0.42384022,0.0021055916],"about_ca_topic_score_codex":0.000013413074,"about_ca_topic_score_gemma":0.000013865422,"teacher_disagreement_score":0.9108268,"about_ca_system_score_codex":0.00009676374,"about_ca_system_score_gemma":0.000073048155,"threshold_uncertainty_score":0.9987512},"labels":[],"label_agreement":null},{"id":"W2016680121","doi":"10.1364/ofc.2015.tu3f.4","title":"Integrated Optical Beamformers","year":2015,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Photonic Communication Systems","field":"Engineering","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":"Institut National de la Recherche Scientifique","funders":"","keywords":"Computer science; Binary number; Binary tree; Optical performance monitoring; Optical switch; Integrated optics; Electronic engineering; Wavelength; Wavelength-division multiplexing; Algorithm; Materials science; Optoelectronics; Engineering; Mathematics","score_opus":0.05823985075991709,"score_gpt":0.2738629319004763,"score_spread":0.2156230811405592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016680121","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":[0.03199307,0.0013852764,0.102221824,0.0014854677,0.000265083,0.0005792389,0.000018760742,0.0013789454,0.86067235],"genre_scores_gemma":[0.9187081,0.00018158733,0.07979664,0.00005963197,0.000016262713,0.00009666861,0.0000992307,0.000037928407,0.0010039705],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865216,0.0000999927,0.00047140976,0.00018343385,0.00028892353,0.00030406806],"domain_scores_gemma":[0.9971252,0.00030486644,0.000048743957,0.0017927376,0.00038826873,0.0003402028],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037703768,0.00021612419,0.00026900688,0.00007417873,0.00008499387,0.000105293075,0.0010900425,0.00014467606,0.0003663048],"category_scores_gemma":[0.00023475892,0.00021484683,0.000055428605,0.0003241756,0.00024428143,0.00032097986,0.0002568987,0.00056014536,0.001131133],"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":[0.00016658245,0.0004523201,0.00046401354,0.00014635586,0.00036032838,0.000008875715,0.005501967,0.028437551,0.012590649,0.5628334,0.019028803,0.37000912],"study_design_scores_gemma":[0.0013531727,0.000094226416,0.00036208503,0.00020219701,0.00004236711,0.000057335827,0.0020394945,0.1776999,0.008339588,0.005845217,0.8030283,0.0009361565],"about_ca_topic_score_codex":0.00001979241,"about_ca_topic_score_gemma":0.000028823333,"teacher_disagreement_score":0.886715,"about_ca_system_score_codex":0.00022109605,"about_ca_system_score_gemma":0.00012533019,"threshold_uncertainty_score":0.9996466},"labels":[],"label_agreement":null},{"id":"W2018134500","doi":"10.1364/ofc.2012.om3j.3","title":"Ultra-compact Si-photonic DQPSK demodulator","year":2012,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TeraXion (Canada)","funders":"","keywords":"Demodulation; Photonics; Phase-shift keying; Silicon photonics; Astronomical interferometer; Polarization (electrochemistry); Optoelectronics; Electronic engineering; Computer science; Physics; Interferometry; Optics; Bit error rate; Telecommunications; Engineering","score_opus":0.026896441209043432,"score_gpt":0.2555287417889124,"score_spread":0.22863230057986894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018134500","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":[0.2776822,0.0022181058,0.0018679792,0.0005549493,0.00018842917,0.000258539,0.000013405483,0.000526873,0.7166895],"genre_scores_gemma":[0.9947204,0.0004204485,0.0042379107,0.00013746327,0.000042129,0.000022054803,0.000029203607,0.00003078708,0.0003596216],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987821,0.00005962542,0.00030901592,0.00014430539,0.00020249849,0.0005024467],"domain_scores_gemma":[0.9982718,0.0003398111,0.000031763077,0.00093906967,0.00007609028,0.00034145472],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023505282,0.00020979194,0.00024694158,0.00004350009,0.00011090614,0.00008378501,0.00060357875,0.00014714943,0.0017364501],"category_scores_gemma":[0.00007519545,0.00019727109,0.00007905764,0.0001651988,0.00015338941,0.00041249278,0.00004231845,0.00042396985,0.0017071903],"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":[0.00006036289,0.00073482504,0.0051794183,0.00031900284,0.00040280685,0.0000035968126,0.0021843866,0.0017931726,0.10388738,0.834574,0.0033844404,0.047476605],"study_design_scores_gemma":[0.0017085439,0.00013707612,0.100725695,0.00043744323,0.00025902945,0.00008475204,0.0004579049,0.21236895,0.26122084,0.0064582718,0.4134847,0.0026567956],"about_ca_topic_score_codex":0.00001319913,"about_ca_topic_score_gemma":0.0000056474087,"teacher_disagreement_score":0.82811576,"about_ca_system_score_codex":0.000078892466,"about_ca_system_score_gemma":0.00003053621,"threshold_uncertainty_score":0.9991761},"labels":[],"label_agreement":null},{"id":"W2018759584","doi":"10.1364/ofc.2012.oth3d.3","title":"Add-Drop Filters in Silicon Grating-Assisted Asymmetric Couplers","year":2012,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic and Optical Devices","field":"Engineering","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 British Columbia","funders":"","keywords":"Silicon; Grating; Materials science; Drop (telecommunication); Optoelectronics; Optical filter; Optics; Computer science; Telecommunications; Physics","score_opus":0.03260409461918592,"score_gpt":0.25723257044330095,"score_spread":0.22462847582411502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018759584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51808906,0.002553024,0.00237063,0.00066981115,0.0002367903,0.00042324277,0.000022469847,0.00045932663,0.47517565],"genre_scores_gemma":[0.99390745,0.00027829374,0.005374298,0.000107158936,0.000018206454,0.000051314222,0.00004616123,0.000022167791,0.00019495033],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99880874,0.00007158597,0.0003590476,0.00014248358,0.00019087935,0.00042728818],"domain_scores_gemma":[0.99852365,0.00051658246,0.00003659447,0.0006482571,0.00006665955,0.00020823127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028936425,0.00017898009,0.00023321653,0.00012580071,0.000064882384,0.000070233305,0.00048257428,0.00013964712,0.0006071725],"category_scores_gemma":[0.00018097274,0.00017652608,0.000051268264,0.0005021558,0.00012523166,0.0003360844,0.0001208687,0.0004324713,0.0003225309],"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":[0.000119070755,0.0014642946,0.024585014,0.0005682322,0.00031113243,0.000011935796,0.0039724824,0.0036629315,0.03630211,0.48978734,0.004285315,0.43493015],"study_design_scores_gemma":[0.0017448452,0.00011074658,0.29414424,0.00043493518,0.00008785427,0.000025307752,0.00071639946,0.64782315,0.012090118,0.00095048005,0.040394943,0.0014770018],"about_ca_topic_score_codex":0.000040364655,"about_ca_topic_score_gemma":0.000070368194,"teacher_disagreement_score":0.6441602,"about_ca_system_score_codex":0.00010505772,"about_ca_system_score_gemma":0.000026410726,"threshold_uncertainty_score":0.7198525},"labels":[],"label_agreement":null},{"id":"W2018787609","doi":"10.1364/ofc.2014.tu2c.1","title":"Multi-service OFDM Uplink Transmission in Full-Duplex FTTx Systems Using RSOA-based WDM-PON Architecture","year":2014,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Photonic Communication Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Telecommunications link; Wavelength-division multiplexing; Orthogonal frequency-division multiplexing; Computer science; Passive optical network; Transmission (telecommunications); Computer network; Duplex (building); Electronic engineering; SIGNAL (programming language); Telecommunications; Engineering; Optoelectronics; Physics; Channel (broadcasting); Wavelength","score_opus":0.045879412154647685,"score_gpt":0.27745881854645915,"score_spread":0.23157940639181146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018787609","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":[0.07734931,0.0012817946,0.91536397,0.00092878385,0.00011861043,0.0008326575,0.000009433397,0.00047939137,0.0036360316],"genre_scores_gemma":[0.8281533,0.00008860412,0.17131881,0.00009326887,0.000018524594,0.00011426626,0.000084161475,0.00006160441,0.00006742928],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976207,0.00047072515,0.000831976,0.00035067805,0.00030253013,0.0004233794],"domain_scores_gemma":[0.99613273,0.0008290421,0.00013666718,0.0024189812,0.00027253947,0.00021001867],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006328406,0.00035761128,0.0004876174,0.0001856379,0.00017371227,0.00013055194,0.0013922675,0.00028322436,0.00013516021],"category_scores_gemma":[0.00010145246,0.00036867333,0.00008008255,0.000537882,0.000112851,0.00019788054,0.0001690443,0.00088858657,0.0001080825],"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":[0.000049121078,0.00011857424,0.00008004031,0.00034288823,0.000024447525,8.519012e-7,0.00079026417,0.90299726,0.06910792,0.002434069,0.000012820141,0.024041733],"study_design_scores_gemma":[0.0009949008,0.000023208642,0.00033532918,0.00067439163,0.000018342029,0.000010564243,0.00009458593,0.97665,0.0016236986,0.00005881127,0.019111836,0.00040431344],"about_ca_topic_score_codex":0.00020227245,"about_ca_topic_score_gemma":0.0001753551,"teacher_disagreement_score":0.750804,"about_ca_system_score_codex":0.00021858467,"about_ca_system_score_gemma":0.00009078607,"threshold_uncertainty_score":0.9998765},"labels":[],"label_agreement":null},{"id":"W2019337244","doi":"10.1364/ofc.2012.otu2g.2","title":"Linewidth-Tolerant Low Complexity Pilot-Aided Carrier Phase Recovery for M-QAM using Superscalar Parallelization","year":2012,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Laser linewidth; Computer science; Parallel computing; Laser; Optics; Physics","score_opus":0.1120238360054082,"score_gpt":0.3131667915541375,"score_spread":0.2011429555487293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019337244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51746655,0.0011883461,0.47363865,0.0010771442,0.00032322566,0.001031007,0.00013514256,0.0011376305,0.004002311],"genre_scores_gemma":[0.79741025,0.00022424542,0.201893,0.000057457677,0.000062807616,0.00007608256,0.00020408943,0.000033152057,0.000038910774],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99853647,0.00007516466,0.00046284404,0.00020464463,0.00018074464,0.00054010615],"domain_scores_gemma":[0.9980977,0.0004561157,0.000053869102,0.0009826127,0.00022600123,0.00018368446],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003075102,0.00025585532,0.00033328985,0.000074439326,0.00019490544,0.00010754686,0.0005439147,0.0002090382,0.00024800556],"category_scores_gemma":[0.00028018467,0.00026405646,0.00008467762,0.00022657141,0.00030396093,0.00049901515,0.0001811349,0.00035550873,0.00006640277],"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":[0.0007325284,0.0024771688,0.0011588149,0.00091672543,0.00046473875,0.0000029582773,0.0011520783,0.07797015,0.05590304,0.6755545,0.0052657346,0.17840156],"study_design_scores_gemma":[0.0017510878,0.00023144865,0.00041467653,0.0001786473,0.000105067666,0.00000947111,0.0001315498,0.97404724,0.0058246683,0.005622894,0.010963417,0.0007198557],"about_ca_topic_score_codex":0.000010571065,"about_ca_topic_score_gemma":0.000009328165,"teacher_disagreement_score":0.8960771,"about_ca_system_score_codex":0.00012875762,"about_ca_system_score_gemma":0.00003368095,"threshold_uncertainty_score":0.99998116},"labels":[],"label_agreement":null},{"id":"W2029157125","doi":"10.1364/ofc.2014.th3e.2","title":"Frequency-Domain Clock Phase Detector for Nyquist WDM Systems","year":2014,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","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":"Infineon Technologies (Canada)","funders":"","keywords":"Jitter; Frequency domain; Detector; Nyquist–Shannon sampling theorem; Nyquist frequency; Computer science; Phase detector; Wavelength-division multiplexing; Time domain; Electronic engineering; Nyquist stability criterion; Phase (matter); Physics; Optics; Telecommunications; Bandwidth (computing); Mathematics; Engineering","score_opus":0.023320211198678602,"score_gpt":0.258562488707112,"score_spread":0.2352422775084334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029157125","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":[0.19033852,0.0021025853,0.6569437,0.0019494317,0.0005581247,0.0016621689,0.00007449421,0.00345181,0.14291917],"genre_scores_gemma":[0.8214869,0.00010126367,0.17786893,0.000026251002,0.000057482295,0.0002639386,0.00003869921,0.000036725938,0.00011982315],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987432,0.00007171563,0.00040944666,0.00022782838,0.00015863271,0.00038919842],"domain_scores_gemma":[0.9974293,0.0008641935,0.000047658337,0.0013492939,0.00018298446,0.00012654613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032896944,0.0002208626,0.00030591307,0.00006019792,0.00014152855,0.00015259582,0.0009140752,0.00023351725,0.000089494344],"category_scores_gemma":[0.00038061297,0.00021820796,0.00007052386,0.00016925465,0.00027749472,0.0001316285,0.00014301005,0.0003507579,0.00021450142],"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":[0.000011509628,0.000058115158,0.000023798471,0.0000981247,0.000034201155,3.869231e-7,0.00004042993,0.0005459846,0.0043269536,0.9692751,0.000759886,0.0248255],"study_design_scores_gemma":[0.0026166758,0.00044058682,0.00018762378,0.0003604076,0.00007933629,0.000015442842,0.00024709574,0.7881776,0.0044674063,0.09067164,0.11160601,0.0011301702],"about_ca_topic_score_codex":0.0000072383664,"about_ca_topic_score_gemma":0.000012897857,"teacher_disagreement_score":0.87860346,"about_ca_system_score_codex":0.00007876964,"about_ca_system_score_gemma":0.000020263082,"threshold_uncertainty_score":0.88982624},"labels":[],"label_agreement":null},{"id":"W2030061493","doi":"10.1364/ofc.2015.m2e.5","title":"Wavelength-preserving Temporal Phase Conjugation based on Intensity-only Detection and Modulation Devices","year":2015,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Intensity modulation; Photodetector; Phase modulation; Modulation (music); Optics; Intensity (physics); Phase (matter); Quadrature amplitude modulation; Wavelength; Optoelectronics; SIGNAL (programming language); Signal processing; Phase conjugation; Computer science; Materials science; Physics; Telecommunications; Phase noise; Laser; Channel (broadcasting); Bit error rate","score_opus":0.0459080182083064,"score_gpt":0.2717927176422716,"score_spread":0.2258846994339652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030061493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9348189,0.00009745758,0.045854386,0.0016299417,0.000104868945,0.00035655417,0.0000043869854,0.0010024913,0.016130969],"genre_scores_gemma":[0.9662654,0.000033161443,0.03349035,0.00007186366,0.00002144898,0.000025715046,0.000045402747,0.000020852049,0.000025803341],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999055,0.00006798694,0.00027649343,0.00019806539,0.00020990793,0.00019251174],"domain_scores_gemma":[0.9985889,0.0002867572,0.00004926598,0.0006656867,0.00028527714,0.00012408989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002925576,0.00017069977,0.0001859816,0.000105092855,0.000099013516,0.00013074484,0.00029371685,0.00017766557,0.0000338643],"category_scores_gemma":[0.0003747602,0.00017309385,0.000025794965,0.00020818347,0.00015361213,0.00031795507,0.00013685398,0.00037245537,0.000054218566],"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":[0.00027221965,0.00022875553,0.0018131007,0.000107628715,0.00005099818,0.0000031655634,0.0003045254,0.025082804,0.002644279,0.03107636,0.00033249575,0.93808365],"study_design_scores_gemma":[0.00067385053,0.0001454029,0.0025057832,0.000079016776,0.000014281014,0.000003522042,0.0001103145,0.9908936,0.001695854,0.0024410528,0.0012407426,0.00019658607],"about_ca_topic_score_codex":0.000017134445,"about_ca_topic_score_gemma":0.00006262226,"teacher_disagreement_score":0.9658108,"about_ca_system_score_codex":0.00009031073,"about_ca_system_score_gemma":0.000028578925,"threshold_uncertainty_score":0.70585626},"labels":[],"label_agreement":null},{"id":"W2030336027","doi":"10.1364/ofc.2014.th2a.12","title":"Adiabatically widened silicon microring resonators with improved tolerance to wafer-scale variations","year":2014,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic and Optical Devices","field":"Engineering","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 Toronto","funders":"CMC Microsystems","keywords":"Wafer; Resonator; Silicon; Wafer-scale integration; Materials science; Optoelectronics; Resonance (particle physics); Wafer bonding; Wavelength; Scale (ratio); Etching (microfabrication); Nanotechnology; Physics; Layer (electronics)","score_opus":0.009341663186739138,"score_gpt":0.2152722247898099,"score_spread":0.20593056160307077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030336027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4430286,0.00024695118,0.27945718,0.0040194946,0.00016182239,0.000910982,0.000022984626,0.0008763005,0.2712757],"genre_scores_gemma":[0.89862555,0.000038276237,0.10057258,0.00028792908,0.000025816209,0.00010485209,0.00001698455,0.000031649357,0.0002963633],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987803,0.000068615846,0.00034153488,0.00026550415,0.00018543146,0.00035861827],"domain_scores_gemma":[0.9980021,0.00049223355,0.00003341702,0.00097621506,0.00019708123,0.00029895184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022864112,0.00021348381,0.0002705126,0.00005923406,0.00014732349,0.00014435036,0.00062627596,0.00011518618,0.00023307068],"category_scores_gemma":[0.00014258831,0.00019569963,0.000042163538,0.00026500382,0.0001131357,0.00021208715,0.00013385736,0.00033146818,0.00031308926],"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":[0.00023319168,0.00035624971,0.0010714693,0.0002984404,0.00023073856,0.0000026786495,0.00261904,0.0139522245,0.10507444,0.7579383,0.00042765462,0.11779552],"study_design_scores_gemma":[0.0012971649,0.0003231259,0.02278745,0.0004773359,0.000106089974,0.000010479586,0.00012420763,0.8794597,0.038427774,0.0044357744,0.051335596,0.0012153529],"about_ca_topic_score_codex":0.000026987875,"about_ca_topic_score_gemma":0.00015818822,"teacher_disagreement_score":0.8655074,"about_ca_system_score_codex":0.00006745915,"about_ca_system_score_gemma":0.00004507928,"threshold_uncertainty_score":0.7980399},"labels":[],"label_agreement":null},{"id":"W2031120963","doi":"10.1364/ofc.2015.w1f.2","title":"Radio Over Colorless WDM-PON With Wavelength Reuse Based on Polarization Multiplexing and Coherent Detection Incorporating Digital Phase Noise Cancellation","year":2015,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Photonic Communication Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Wavelength-division multiplexing; Multiplexing; Passive optical network; Computer science; Electronic engineering; Phase noise; Optical performance monitoring; Optical communications repeater; Wavelength; Optoelectronics; Physics; Telecommunications; Engineering","score_opus":0.02960177242930876,"score_gpt":0.25891352535331047,"score_spread":0.22931175292400172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031120963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75046504,0.0002195072,0.23479421,0.00038159476,0.000110825786,0.0012303656,0.00006046234,0.0006279633,0.01211004],"genre_scores_gemma":[0.98331946,0.000027884445,0.016150255,0.000026483965,0.000020998968,0.000111544374,0.00022329259,0.000048705075,0.00007140129],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985985,0.00014499297,0.00044229988,0.00026793804,0.0003377974,0.00020846074],"domain_scores_gemma":[0.99744254,0.0004242003,0.00018182857,0.0014212569,0.00032221928,0.00020795914],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029347854,0.00025365845,0.0002543445,0.00011691347,0.00018833167,0.00024325273,0.00042990048,0.00012821688,0.000022038757],"category_scores_gemma":[0.0002539911,0.00025263007,0.000025836836,0.00030366683,0.00014855569,0.00057432073,0.00014205913,0.00040526883,0.00001852871],"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":[0.002057016,0.0010531598,0.007774266,0.00037471316,0.00021334636,0.000008854668,0.005886242,0.4955295,0.06151862,0.012002922,0.00016985381,0.41341153],"study_design_scores_gemma":[0.0024625075,0.00019375264,0.000796648,0.00021750774,0.000017557923,0.000007031268,0.00022517385,0.9875517,0.0051019797,0.0002083433,0.0028757718,0.00034202455],"about_ca_topic_score_codex":0.000046749352,"about_ca_topic_score_gemma":0.00012701213,"teacher_disagreement_score":0.49202222,"about_ca_system_score_codex":0.0003541289,"about_ca_system_score_gemma":0.000103784296,"threshold_uncertainty_score":0.9999926},"labels":[],"label_agreement":null},{"id":"W2038399867","doi":"10.1364/ofc.2014.th4a.6","title":"A Two-Mode Division Multiplexing Filter Demonstrated Using a SOI Ring Resonator","year":2014,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic and Optical Devices","field":"Engineering","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":"Carleton University","funders":"CMC Microsystems","keywords":"Resonator; Multiplexing; Silicon on insulator; Filter (signal processing); Mode (computer interface); Optoelectronics; Electronic engineering; Division (mathematics); Materials science; Physics; Computer science; Electrical engineering; Engineering; Silicon; Mathematics","score_opus":0.03606782108942621,"score_gpt":0.28416612571155275,"score_spread":0.24809830462212654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038399867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63121456,0.0003839659,0.19209822,0.00027369993,0.0001152204,0.0003090768,0.000015104842,0.00064597325,0.17494418],"genre_scores_gemma":[0.92266387,0.000042207073,0.07708587,0.00006516919,0.000021178865,0.000016621463,0.000024262949,0.000028591487,0.0000522552],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987844,0.00010539333,0.0003503645,0.0002198849,0.0002002012,0.00033974877],"domain_scores_gemma":[0.99844784,0.00048063358,0.000041465748,0.0007402609,0.00011586627,0.00017393396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025787603,0.00020002793,0.00023742575,0.000058835252,0.00018022473,0.0001522988,0.0005131824,0.00011867536,0.00025229008],"category_scores_gemma":[0.00015153323,0.00019525546,0.000060190156,0.00016592244,0.0001402939,0.00026672505,0.00021709426,0.0004139952,0.00016239496],"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":[0.00007059665,0.0002710877,0.0014936415,0.00032986628,0.00020852053,0.000007860931,0.0013383954,0.1279642,0.22591016,0.5027606,0.00011123547,0.13953383],"study_design_scores_gemma":[0.00039394177,0.000014489838,0.00084279856,0.00020521956,0.000015018128,0.0000042622933,0.000037275975,0.9872967,0.0072359657,0.0014440194,0.0022523664,0.00025795642],"about_ca_topic_score_codex":0.000057360692,"about_ca_topic_score_gemma":0.000044712295,"teacher_disagreement_score":0.8593325,"about_ca_system_score_codex":0.000064240376,"about_ca_system_score_gemma":0.000029871964,"threshold_uncertainty_score":0.79622865},"labels":[],"label_agreement":null},{"id":"W2038848748","doi":"10.1364/ofc.2015.th2a.19","title":"Enhancing Clock Tone via Polarization Pre-rotation: A Low-complexity, Extended Kalman Filter-based Approach","year":2015,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Inertial Sensor and Navigation","field":"Engineering","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 Laval","funders":"","keywords":"Kalman filter; Computer science; Rotation (mathematics); Extended Kalman filter; Electronic engineering; Algorithm; Computer vision; Artificial intelligence; Engineering","score_opus":0.045483819573034455,"score_gpt":0.2817202949554573,"score_spread":0.23623647538242284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038848748","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":[0.12121092,0.00013812851,0.84720325,0.0004520481,0.000118638774,0.000533498,0.000011210159,0.00052031205,0.029811991],"genre_scores_gemma":[0.93408835,0.0000082192555,0.06489017,0.00007227366,0.000056386387,0.000061680985,0.00056724326,0.0000310714,0.0002246129],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99863815,0.00014191943,0.00042504788,0.00021867045,0.00031977412,0.00025642817],"domain_scores_gemma":[0.99851316,0.000110657915,0.00006924277,0.0007469294,0.00037691338,0.00018311612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027035535,0.00020256477,0.00021063573,0.000078998186,0.00013754259,0.000121591496,0.00040186552,0.00015345236,0.00015391735],"category_scores_gemma":[0.00010186002,0.0002177104,0.00005125604,0.0002959256,0.00012169123,0.00031271574,0.00007904063,0.00031909338,0.00014189773],"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":[0.00060693576,0.0016845376,0.00080559985,0.0010330955,0.0002068989,0.0000074596146,0.0075942813,0.2376499,0.34882075,0.31684914,0.0011047126,0.08363669],"study_design_scores_gemma":[0.0009855512,0.00008913279,0.0034037388,0.00011887567,0.000039333256,0.000008272638,0.0001073698,0.92700934,0.062209994,0.004802986,0.0007437149,0.00048167256],"about_ca_topic_score_codex":0.00007460993,"about_ca_topic_score_gemma":0.000051428884,"teacher_disagreement_score":0.8128774,"about_ca_system_score_codex":0.0001258547,"about_ca_system_score_gemma":0.00006193065,"threshold_uncertainty_score":0.8877973},"labels":[],"label_agreement":null},{"id":"W2045994788","doi":"10.1364/ofc.2012.ow1i.4","title":"Ultra-Fast Optical Signal Processors based on Fiber Grating Devices for Applications in Telecommunication Systems","year":2012,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Fiber Bragg grating; SIGNAL (programming language); Signal processing; Photonics; Computer science; Optical fiber; Electronic engineering; Pulse shaping; Optoelectronics; Materials science; Telecommunications; Optics; Engineering; Laser; Physics","score_opus":0.028947102945605697,"score_gpt":0.26476119749768057,"score_spread":0.23581409455207486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045994788","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":[0.22210936,0.0061534126,0.37723276,0.006689533,0.0003463216,0.011944452,0.00021658753,0.005785337,0.3695222],"genre_scores_gemma":[0.91375417,0.00007160636,0.084052846,0.00004318466,0.000044922115,0.0017329016,0.00016813836,0.00004987534,0.0000823544],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981489,0.00009968568,0.00062741357,0.00026383635,0.00025782047,0.0006023521],"domain_scores_gemma":[0.995998,0.002242131,0.00009270063,0.0012886716,0.00021436672,0.00016407816],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005637827,0.0003068621,0.00035230175,0.00016190032,0.0002088725,0.00016716516,0.0010653117,0.00031383624,0.00009130002],"category_scores_gemma":[0.00022727731,0.0002979646,0.00007222325,0.00050183665,0.00023621584,0.00036575625,0.00009993475,0.0006684106,0.0001251189],"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":[0.00010055926,0.0013956792,0.004316388,0.0010044744,0.000105917024,4.994219e-7,0.0005978016,0.22346255,0.0031366942,0.6172415,0.00059245946,0.14804548],"study_design_scores_gemma":[0.0009737251,0.00017900167,0.0054860283,0.00068264705,0.00008330914,0.0000049295195,0.0008512615,0.9580787,0.0062054447,0.0012308657,0.025126817,0.0010973105],"about_ca_topic_score_codex":0.0000069229395,"about_ca_topic_score_gemma":0.000023884446,"teacher_disagreement_score":0.7346161,"about_ca_system_score_codex":0.00016564419,"about_ca_system_score_gemma":0.000044682776,"threshold_uncertainty_score":0.99994725},"labels":[],"label_agreement":null},{"id":"W2048090109","doi":"10.1364/ofc.2015.th4e.3","title":"Low Loss InP C-Band IQ Modulator with 40GHz Bandwidth and 1.5V Vπ","year":2015,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic and Optical Devices","field":"Engineering","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":"TeraXion (Canada)","funders":"","keywords":"Bandwidth (computing); Fabrication; Materials science; Optoelectronics; Insertion loss; Electronic engineering; Computer science; Telecommunications; Engineering; Medicine","score_opus":0.021440415056584335,"score_gpt":0.225768237095841,"score_spread":0.20432782203925667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048090109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79090035,0.0014645936,0.007883965,0.0011584145,0.00006922219,0.00031404267,0.000014663056,0.00034867608,0.19784607],"genre_scores_gemma":[0.99044627,0.00032303302,0.008789239,0.00009086582,0.000016099422,0.000027045486,0.000019412328,0.000022803893,0.0002652231],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99913543,0.00004022404,0.00020549943,0.0001813903,0.00019889501,0.00023857398],"domain_scores_gemma":[0.99869275,0.00016037468,0.000025529831,0.00066108245,0.00015565773,0.00030459283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016512438,0.0001754148,0.00022097943,0.000034075954,0.000067492154,0.00012696139,0.0003518234,0.000107709486,0.00013016317],"category_scores_gemma":[0.00005036724,0.00014456922,0.000020456164,0.0001263871,0.00027517186,0.0002451723,0.000103312,0.00029044057,0.00015614438],"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":[0.0010393629,0.0011497944,0.013341438,0.001299105,0.00095545425,0.000094609044,0.007856548,0.01735473,0.008168217,0.7900075,0.004498776,0.15423447],"study_design_scores_gemma":[0.0076639145,0.0009422007,0.024720188,0.0012517426,0.00028569077,0.000198159,0.001092597,0.8013228,0.04173447,0.02205012,0.09566284,0.0030752462],"about_ca_topic_score_codex":0.000015810976,"about_ca_topic_score_gemma":0.000029847533,"teacher_disagreement_score":0.7839681,"about_ca_system_score_codex":0.000040186565,"about_ca_system_score_gemma":0.000057758363,"threshold_uncertainty_score":0.58953613},"labels":[],"label_agreement":null},{"id":"W2051912792","doi":"10.1364/ofc.2015.th4a.5","title":"Transmission of 56-Gb/s PAM-4 over 26-km Single Mode Fiber Using Maximum Likelihood Sequence Estimation","year":2015,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Terry Fox Research Institute","funders":"","keywords":"Maximum likelihood sequence estimation; Maximum likelihood; Single-mode optical fiber; Transmission (telecommunications); Transmitter; Mode (computer interface); Electronic engineering; Computer science; Sequence (biology); Optics; Optical fiber; Telecommunications; Physics; Mathematics; Engineering; Statistics","score_opus":0.07263835505194643,"score_gpt":0.29375017632474104,"score_spread":0.2211118212727946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051912792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51765645,0.0013083474,0.43740976,0.0013267451,0.0001603349,0.0007665715,0.000039140556,0.002176625,0.03915602],"genre_scores_gemma":[0.65285486,0.00008010229,0.3469344,0.000013824403,0.000010533449,0.0000129697355,0.00002512449,0.000033513254,0.000034686607],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99848175,0.000076031785,0.0005112324,0.00023211325,0.00034636227,0.00035250917],"domain_scores_gemma":[0.9981861,0.00022380237,0.00008195135,0.0010523392,0.000273788,0.00018200319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023135649,0.00024245639,0.00031972185,0.00009157638,0.00006936092,0.000076732504,0.00068114494,0.00028753973,0.00022716828],"category_scores_gemma":[0.00016808836,0.00024224151,0.00008013078,0.0003306057,0.00030126006,0.00041291743,0.00019943496,0.0004264097,0.00012120885],"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":[0.00008423791,0.00037907055,0.00010510583,0.00025399477,0.000113689326,0.000005358909,0.0008318397,0.3114783,0.056633398,0.029738626,0.00081819645,0.5995582],"study_design_scores_gemma":[0.0003813749,0.00007936422,0.00008029556,0.00028460877,0.000048825692,0.00000714256,0.000050451883,0.9538028,0.015566643,0.027290573,0.0020870962,0.00032081443],"about_ca_topic_score_codex":0.0000394462,"about_ca_topic_score_gemma":0.000005336772,"teacher_disagreement_score":0.6423245,"about_ca_system_score_codex":0.00016965672,"about_ca_system_score_gemma":0.000078899146,"threshold_uncertainty_score":0.9878322},"labels":[],"label_agreement":null},{"id":"W2056216515","doi":"10.1364/ofc.2012.oth1h.5","title":"Highly Birefringent Biconical Fiber Tapers Fabricated by Hydrofluoric Acid Microdroplet Flow Etching","year":2012,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Birefringence; Materials science; Hydrofluoric acid; Etching (microfabrication); Optical fiber; Optoelectronics; Fiber; Optics; Composite material; Physics","score_opus":0.01836069209817908,"score_gpt":0.23774916005459104,"score_spread":0.21938846795641195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056216515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82315755,0.015208902,0.04489521,0.0046058632,0.00092168513,0.0014262763,0.00015255288,0.0033462418,0.10628573],"genre_scores_gemma":[0.9273066,0.00066235405,0.07029843,0.00014685058,0.000069940834,0.00007312098,0.00017638045,0.00010466998,0.0011616639],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976141,0.00014348046,0.00063894916,0.00036544426,0.00036044072,0.00087759376],"domain_scores_gemma":[0.99730587,0.00044898596,0.000089553425,0.0015423904,0.00013711434,0.00047609824],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029834994,0.000441655,0.00043560754,0.00010992389,0.00021232694,0.00011920142,0.0009138056,0.00029287022,0.0013516037],"category_scores_gemma":[0.00015735005,0.00045411353,0.000121981124,0.00041666377,0.0002465699,0.0005344432,0.0003113354,0.00088549807,0.0025731188],"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":[0.00010583855,0.0008968278,0.0006630086,0.00022162199,0.0006515379,0.0000096852955,0.0037411165,0.016961815,0.692638,0.0135547025,0.024809854,0.24574603],"study_design_scores_gemma":[0.0019765515,0.00012389105,0.0015849327,0.00027232926,0.0002552897,0.00008175751,0.00032891837,0.17624472,0.18103644,0.00044532973,0.6348761,0.0027737864],"about_ca_topic_score_codex":0.000016081882,"about_ca_topic_score_gemma":0.000002669451,"teacher_disagreement_score":0.6100662,"about_ca_system_score_codex":0.00026154617,"about_ca_system_score_gemma":0.00003449458,"threshold_uncertainty_score":0.9997911},"labels":[],"label_agreement":null},{"id":"W2060140808","doi":"10.1364/ofc.2010.ows3","title":"Distributed Birefringence Measurement of Polarization Maintaining Fiber Using Transient Brillouin Grating","year":2010,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Birefringence; Polarization-maintaining optical fiber; Optics; Materials science; Brillouin scattering; Polarization (electrochemistry); Grating; Brillouin zone; Optical fiber; Fiber optic sensor; Fiber Bragg grating; Graded-index fiber; Optoelectronics; Physics","score_opus":0.03834130057589002,"score_gpt":0.2601097584469999,"score_spread":0.22176845787110988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060140808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6661402,0.00012327204,0.32681257,0.00017358763,0.00014338983,0.00034666888,0.00004346775,0.0002814249,0.005935447],"genre_scores_gemma":[0.85903776,0.000018838882,0.14080307,0.000008435191,0.000016777862,0.000011928423,0.000042072497,0.000034571593,0.00002656801],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99842227,0.0000635394,0.0005598236,0.00022197206,0.00041944132,0.00031296385],"domain_scores_gemma":[0.9982604,0.00017321765,0.000111315596,0.0008443695,0.0004822346,0.00012847011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004066124,0.00021829516,0.00026336257,0.000080267244,0.00013982154,0.000054800086,0.00043324503,0.00015078581,0.00028804372],"category_scores_gemma":[0.0003001375,0.00023919229,0.00006371795,0.00032603045,0.00019516885,0.00024035662,0.00009066395,0.00053244876,0.000023513641],"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":[0.000020058305,0.00007120618,0.00038091952,0.00007481992,0.000069903384,0.0000014944158,0.00071157585,0.0804207,0.8779813,0.014371856,0.000014979774,0.025881177],"study_design_scores_gemma":[0.0009281551,0.00006425035,0.006180208,0.00044502752,0.00010720969,0.000034318204,0.00040582387,0.8340376,0.15126468,0.0010523917,0.0045617563,0.0009185407],"about_ca_topic_score_codex":0.000025307376,"about_ca_topic_score_gemma":0.000044198976,"teacher_disagreement_score":0.7536169,"about_ca_system_score_codex":0.00010481113,"about_ca_system_score_gemma":0.000059542235,"threshold_uncertainty_score":0.9753978},"labels":[],"label_agreement":null},{"id":"W2064518826","doi":"10.1364/ofc.2015.th3d.1","title":"A Multi-stage Perturbation Technique for Intra-channel Nonlinearity Compensation","year":2015,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Perturbation (astronomy); Compensation (psychology); Nonlinear system; Control theory (sociology); Computer science; Stage (stratigraphy); Computational complexity theory; Channel (broadcasting); Algorithm; Physics; Telecommunications; Geology; Artificial intelligence","score_opus":0.1165646910197954,"score_gpt":0.30975216542447126,"score_spread":0.19318747440467587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064518826","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":[0.0072926106,0.00020399243,0.97823346,0.0017445679,0.00009994968,0.0011420242,0.000034608616,0.0011710378,0.010077774],"genre_scores_gemma":[0.5657227,0.000058111273,0.43350258,0.000031356336,0.000018535133,0.00027936982,0.00010494601,0.000020883477,0.000261514],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990504,0.000048457445,0.0003174826,0.00018717564,0.00014996146,0.00024655004],"domain_scores_gemma":[0.99834865,0.000337603,0.000044388504,0.0007537365,0.00039793397,0.00011766838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003759804,0.00017456009,0.00020555385,0.00006866835,0.00008429231,0.00009027336,0.0005115373,0.00025174828,0.000028516466],"category_scores_gemma":[0.000559379,0.00017848573,0.00004654091,0.00018040334,0.00017681628,0.00022747052,0.00014402023,0.00036585773,0.00007301694],"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":[0.0001447265,0.0005701351,0.00013921532,0.00031476215,0.00012411585,0.0000024146884,0.0011741023,0.036812674,0.023810573,0.8895913,0.0026321674,0.044683825],"study_design_scores_gemma":[0.0005481778,0.000079089965,0.00018255602,0.000058467012,0.000016652553,0.000003077138,0.0001732735,0.97187185,0.008825854,0.010166966,0.0077804234,0.0002936052],"about_ca_topic_score_codex":0.000007246921,"about_ca_topic_score_gemma":0.000024187442,"teacher_disagreement_score":0.9350592,"about_ca_system_score_codex":0.0001233484,"about_ca_system_score_gemma":0.000042896303,"threshold_uncertainty_score":0.7278437},"labels":[],"label_agreement":null},{"id":"W2074648803","doi":"10.1364/ofc.2010.otui1","title":"Next Generation Transmission Fiber for Coherent Systems","year":2010,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Transmission (telecommunications); Dispersion (optics); Transmission system; Polarization mode dispersion; Computer science; Electronic engineering; Optics; Fiber-optic communication; Optical fiber; Fiber; Dispersion-shifted fiber; Multi-mode optical fiber; Materials science; Plastic optical fiber; Physics; Telecommunications; Engineering; Fiber optic sensor","score_opus":0.05774095479150196,"score_gpt":0.2628681809142014,"score_spread":0.20512722612269943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074648803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50031686,0.0032643669,0.33712506,0.0066430564,0.0016393353,0.004218268,0.000060242517,0.004950536,0.1417823],"genre_scores_gemma":[0.8571823,0.0002292845,0.14138973,0.000017003576,0.00008007096,0.00027514223,0.00008729271,0.00003221817,0.0007069153],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99903756,0.000028995262,0.00032977725,0.0001906084,0.00014718845,0.00026588308],"domain_scores_gemma":[0.9985022,0.0003076174,0.000031931093,0.0008716814,0.00018022352,0.000106371604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018771813,0.00017747686,0.00020015186,0.000045724566,0.00013361142,0.00021177235,0.0005407577,0.0002851106,0.000509905],"category_scores_gemma":[0.00008234526,0.0001654335,0.00005790242,0.00011652888,0.00014283444,0.00021466937,0.00006942532,0.00049313664,0.00022079927],"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":[0.000018962404,0.00009920021,0.000015024387,0.00014297839,0.000053377094,5.693687e-7,0.00010522675,0.0064724516,0.1498254,0.39180675,0.00728083,0.44417924],"study_design_scores_gemma":[0.00027631334,0.000043243697,0.00006293867,0.00005289442,0.000024385557,0.0000043455248,0.00002696082,0.7977383,0.0071100346,0.001076044,0.19331276,0.0002717592],"about_ca_topic_score_codex":0.000004595509,"about_ca_topic_score_gemma":0.000011450502,"teacher_disagreement_score":0.79126585,"about_ca_system_score_codex":0.000031279553,"about_ca_system_score_gemma":0.000022694492,"threshold_uncertainty_score":0.67461824},"labels":[],"label_agreement":null},{"id":"W2075364400","doi":"10.1364/ofc.2014.th2a.32","title":"Fractional Pulse Repetition-Rate Multiplication Based on Temporal Self-imaging","year":2014,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Fiber Laser Technologies","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 National de la Recherche Scientifique","funders":"","keywords":"Repetition (rhetorical device); Multiplication (music); Computer science; Pulse (music); Physics; Telecommunications; Acoustics","score_opus":0.01494453244076836,"score_gpt":0.2638094946400386,"score_spread":0.24886496219927026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075364400","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":[0.02095139,0.00001507722,0.7605909,0.013543352,0.00007319792,0.00047651771,0.000038841426,0.0007890613,0.20352165],"genre_scores_gemma":[0.9218331,0.0000028160375,0.07714198,0.0002470154,0.000045953035,0.00014177655,0.00029474052,0.000018807776,0.0002738146],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99883527,0.00014342602,0.000289201,0.00033490994,0.00018201844,0.00021519377],"domain_scores_gemma":[0.9975749,0.0006513413,0.00016400554,0.0012862046,0.0002470986,0.000076395445],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025975984,0.00018306113,0.00016138086,0.0000751353,0.000270694,0.00010314729,0.00049792463,0.00006158086,0.0009994538],"category_scores_gemma":[0.00010180673,0.00018518728,0.000063953834,0.00016089971,0.00015123152,0.00027617012,0.0001251354,0.00042217632,0.00045840698],"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":[0.000060049482,0.0006745759,0.020285254,0.000016738726,0.00003510382,4.2138785e-7,0.000077636774,0.002793544,0.0018523489,0.84221804,0.0005346422,0.13145162],"study_design_scores_gemma":[0.0019665211,0.0001269328,0.036754593,0.00022198404,0.000063097534,0.0000016637879,0.00023925834,0.71952796,0.019511111,0.12634811,0.09421316,0.0010256444],"about_ca_topic_score_codex":0.000034574736,"about_ca_topic_score_gemma":0.0000031152222,"teacher_disagreement_score":0.9008817,"about_ca_system_score_codex":0.000051350587,"about_ca_system_score_gemma":0.000057081612,"threshold_uncertainty_score":0.99991375},"labels":[],"label_agreement":null},{"id":"W2076859594","doi":"10.1364/ofc.2014.tu3g.3","title":"Nonlinear-Tolerant Adaptive Zero-Guard-Interval CO-OFDM for Highly Spectral Efficient Optical Transmission","year":2014,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Guard interval; Orthogonal frequency-division multiplexing; Nonlinear system; Residual; Computer science; Transmission (telecommunications); Frequency domain; Control theory (sociology); Zero (linguistics); Guard (computer science); Electronic engineering; Channel (broadcasting); Algorithm; Physics; Telecommunications; Engineering; Artificial intelligence","score_opus":0.024526773702715526,"score_gpt":0.2563061902235264,"score_spread":0.23177941652081088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076859594","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":[0.09143876,0.00026260054,0.8571353,0.0028238066,0.00015625962,0.0008125308,0.000033020227,0.0014095966,0.04592812],"genre_scores_gemma":[0.6876689,0.00007516343,0.31187794,0.00004625926,0.000048008587,0.00008072699,0.000050295243,0.00004373181,0.00010896008],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980128,0.00008221063,0.00058003434,0.0003902156,0.00031512557,0.0006196556],"domain_scores_gemma":[0.9973626,0.0010344124,0.00005125615,0.0011035388,0.0002055846,0.00024256647],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039425015,0.0003581947,0.0004827902,0.000087899025,0.0001805662,0.00013907648,0.0010177775,0.00033440595,0.00014989337],"category_scores_gemma":[0.000174981,0.00033109554,0.00018119063,0.00018812687,0.0004446435,0.00011811632,0.00015071778,0.0007045494,0.00023884387],"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":[0.00032269853,0.00050865684,0.000023345856,0.00015934932,0.0001447686,0.0000035500036,0.0003316678,0.04619547,0.006649487,0.70847815,0.0017237491,0.2354591],"study_design_scores_gemma":[0.00076656236,0.00034465757,0.00018024458,0.00018217954,0.00005114488,0.0000074867353,0.00004733495,0.9603947,0.014443459,0.0034882613,0.019641131,0.00045286736],"about_ca_topic_score_codex":0.0000033424199,"about_ca_topic_score_gemma":0.0000036472277,"teacher_disagreement_score":0.9141992,"about_ca_system_score_codex":0.00011036935,"about_ca_system_score_gemma":0.0000383991,"threshold_uncertainty_score":0.9999141},"labels":[],"label_agreement":null},{"id":"W2080838684","doi":"10.1364/ofc.2012.otu2i.6","title":"Short Efficient Non-Adiabatic Spot-Size Converters by Mode Interference in Silicon-on-Insulator Waveguides","year":2012,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Converters; Silicon on insulator; Adiabatic process; Materials science; Interference (communication); Silicon; Optoelectronics; Coupling (piping); Mode (computer interface); Insulator (electricity); Optics; Electrical engineering; Physics; Engineering; Voltage; Computer science","score_opus":0.016868275546622454,"score_gpt":0.25295632891934916,"score_spread":0.2360880533727267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080838684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.910452,0.00040104025,0.0030640406,0.00028398505,0.00014302426,0.0003321549,0.000022954426,0.00016003096,0.08514076],"genre_scores_gemma":[0.9976086,0.00017566203,0.0017479538,0.00017920218,0.000015771082,0.000085347754,0.000028516424,0.000030299268,0.0001286465],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984905,0.000067333734,0.00047053644,0.00022720598,0.0002103099,0.0005340956],"domain_scores_gemma":[0.9979604,0.00081679714,0.000029232042,0.0008256852,0.000068657464,0.00029923324],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025659183,0.0002727022,0.00033782976,0.00006506527,0.000064328575,0.000077155295,0.00068816304,0.00015634492,0.000354869],"category_scores_gemma":[0.00014039976,0.0002595088,0.000061927254,0.00019285841,0.00020525929,0.00020300125,0.0001559688,0.00049006107,0.0004871106],"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":[0.00065961346,0.0063016657,0.039285526,0.0016912533,0.0009158248,0.000025300511,0.020429257,0.0562488,0.18744516,0.45588198,0.007840965,0.22327465],"study_design_scores_gemma":[0.00049484224,0.000052760075,0.021766067,0.00033524292,0.000029029101,0.000004535953,0.00021484419,0.9515806,0.023267418,0.00021749691,0.0014253492,0.00061182905],"about_ca_topic_score_codex":0.000033267494,"about_ca_topic_score_gemma":0.00001042703,"teacher_disagreement_score":0.8953318,"about_ca_system_score_codex":0.00015078207,"about_ca_system_score_gemma":0.000030001238,"threshold_uncertainty_score":0.9999857},"labels":[],"label_agreement":null},{"id":"W2083133588","doi":"10.1364/ofc.2015.w4h.6","title":"Investigation of 50 GBd PAM-4 Electrical Interfaces for 2km Data Center Interconnects","year":2015,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","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":"Semtech (Canada)","funders":"","keywords":"Citation; Computer science; Center (category theory); Data center; Research center; World Wide Web; Multimedia; Telecommunications; Computer network","score_opus":0.1500918494263407,"score_gpt":0.29776584569139924,"score_spread":0.14767399626505853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083133588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9560882,0.0014748195,0.01986834,0.001740212,0.00030551906,0.0006513536,0.00016121041,0.00029636698,0.019414013],"genre_scores_gemma":[0.973327,0.00010112942,0.0260282,0.000078864185,0.000027101129,0.000025056555,0.00032927206,0.00001932651,0.00006409372],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99902093,0.00005816223,0.00037100754,0.0002027862,0.00015011104,0.0001969804],"domain_scores_gemma":[0.99801093,0.00047560554,0.000054643147,0.0010364251,0.00025287183,0.00016950855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029302356,0.00014106439,0.00022862913,0.000054388063,0.000030441384,0.00007007704,0.0009973651,0.000107882865,0.000083569816],"category_scores_gemma":[0.0003865175,0.0001303308,0.000031163705,0.0001277608,0.00015564433,0.00038800423,0.0002831709,0.00020403566,0.0000480173],"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":[0.00081472564,0.00072230323,0.011334494,0.001539253,0.0010983633,0.000003920704,0.008693515,0.0015549345,0.27298513,0.41775033,0.09113537,0.19236764],"study_design_scores_gemma":[0.0028931296,0.000551248,0.0017543321,0.00067363394,0.00017567683,0.000015191028,0.0008109154,0.6806013,0.2096241,0.020321097,0.08146849,0.0011109106],"about_ca_topic_score_codex":0.00001638396,"about_ca_topic_score_gemma":0.000029184313,"teacher_disagreement_score":0.67904633,"about_ca_system_score_codex":0.000040217114,"about_ca_system_score_gemma":0.00005077883,"threshold_uncertainty_score":0.5314735},"labels":[],"label_agreement":null},{"id":"W2087864727","doi":"10.1364/ofc.2012.oth4c.1","title":"Clock Recovery and Jitter Sources in Coherent Transmission Systems","year":2012,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Infineon Technologies (Canada)","funders":"","keywords":"Jitter; Phase noise; Transmission (telecommunications); Computer science; Electronic engineering; Noise (video); Clock recovery; Dispersion (optics); Optics; Clock signal; Physics; Telecommunications; Engineering","score_opus":0.019749132324666668,"score_gpt":0.221748856960508,"score_spread":0.20199972463584134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087864727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.942521,0.0118839955,0.007850116,0.0011011537,0.00012589243,0.00038864207,0.0000032744106,0.00056094804,0.03556501],"genre_scores_gemma":[0.9845419,0.0017133469,0.01347407,0.000019127403,0.000018489462,0.00004782349,0.0000074275817,0.000016734315,0.00016109222],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991883,0.000058128117,0.0002526827,0.00010929797,0.00010645396,0.0002851512],"domain_scores_gemma":[0.99911153,0.00028579176,0.000019123521,0.00045608048,0.000028443315,0.00009902053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019522721,0.00013389056,0.000183203,0.0000578046,0.000042598615,0.000073486444,0.0002719677,0.00016898979,0.00009498669],"category_scores_gemma":[0.000033071123,0.00012180506,0.000020974992,0.000121494486,0.00012330974,0.00022247757,0.000111768284,0.0003544062,0.000075415264],"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":[0.000075198455,0.00037382307,0.02208464,0.000563151,0.000109274595,0.000003319149,0.0017825636,0.01002241,0.0045818444,0.34097272,0.0023107333,0.6171203],"study_design_scores_gemma":[0.0020314085,0.00026465635,0.08631782,0.0021398317,0.0001115226,0.000065755456,0.0016432503,0.5960719,0.005316127,0.0071301237,0.2966171,0.0022904929],"about_ca_topic_score_codex":0.000010620945,"about_ca_topic_score_gemma":0.0000040333643,"teacher_disagreement_score":0.61482984,"about_ca_system_score_codex":0.000041970532,"about_ca_system_score_gemma":0.0000062241966,"threshold_uncertainty_score":0.4967066},"labels":[],"label_agreement":null},{"id":"W2089025945","doi":"10.1364/ofc.2014.m2b.4","title":"Optical Super-Channels in Long-Haul Network Architectures","year":2014,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ciena (Canada)","funders":"","keywords":"Computer science; Scalability; Computer network; Channel (broadcasting); Passive optical network; Wavelength-division multiplexing; Wavelength; Optoelectronics; Materials science","score_opus":0.014897041902381515,"score_gpt":0.23060717963651728,"score_spread":0.21571013773413578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089025945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6424949,0.0016151321,0.09980327,0.0063333614,0.0004379561,0.0008263493,0.000005028281,0.002731696,0.2457523],"genre_scores_gemma":[0.9280651,0.00019598768,0.07130726,0.000097486874,0.000084341125,0.00006769468,0.000020020276,0.00003939811,0.0001227206],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982856,0.000114266535,0.00045557972,0.0002881771,0.00022915028,0.00062724616],"domain_scores_gemma":[0.99741435,0.0010175614,0.000025037587,0.0013113474,0.000078875164,0.00015285499],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004063734,0.00027522907,0.00036960034,0.00009575308,0.00008781201,0.00013626166,0.0010663623,0.00030726363,0.00028296158],"category_scores_gemma":[0.00037112302,0.00026888467,0.000067407396,0.00039015655,0.00041065676,0.00009753387,0.00041789436,0.00096733763,0.00035085162],"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":[0.000029590426,0.00010477989,0.0015002568,0.000069866845,0.00004172458,0.000006795694,0.00014063684,0.26005402,0.00019511781,0.5683268,0.0010914605,0.16843899],"study_design_scores_gemma":[0.0008758426,0.00017834267,0.016531108,0.00046032073,0.000036644156,0.000028189228,0.00005998857,0.8792768,0.0016917157,0.08341076,0.016338432,0.0011118513],"about_ca_topic_score_codex":0.0000075090293,"about_ca_topic_score_gemma":0.00008244766,"teacher_disagreement_score":0.61922276,"about_ca_system_score_codex":0.00006154759,"about_ca_system_score_gemma":0.000018501349,"threshold_uncertainty_score":0.99997634},"labels":[],"label_agreement":null},{"id":"W2090716758","doi":"10.1364/ofc.2015.w3d.6","title":"Demonstration of a Photonic Integrated Network-on-chip with Multi Microrings","year":2015,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":6,"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 Commission; CMC Microsystems","keywords":"Crosstalk; Photonics; Silicon on insulator; Photonic integrated circuit; Bandwidth (computing); Silicon photonics; Chip; Integrated optics; Electronic engineering; Optoelectronics; Computer science; Materials science; Silicon; Engineering; Telecommunications","score_opus":0.04255776251529985,"score_gpt":0.24966871186781345,"score_spread":0.2071109493525136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090716758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5961406,0.0008320318,0.03938614,0.00047715212,0.000107387066,0.00059115555,0.000017526789,0.00044300768,0.362005],"genre_scores_gemma":[0.9508981,0.00009009457,0.04870976,0.000042426876,0.000008387264,0.000029573384,0.000032842807,0.000017148452,0.00017165641],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991692,0.000050256767,0.00027052144,0.00013647845,0.00016497463,0.00020860771],"domain_scores_gemma":[0.9988395,0.00018100918,0.000047832436,0.0005464748,0.00023771105,0.00014750003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019857008,0.00015323109,0.00020978358,0.000036656893,0.00003271366,0.00004299232,0.00036682995,0.0000973106,0.00007221202],"category_scores_gemma":[0.000044162618,0.00012531051,0.000030468658,0.00022501643,0.00018647918,0.00013156689,0.000052326177,0.0003082539,0.000095861426],"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":[0.0010918882,0.0012002565,0.00399761,0.00041093345,0.000714685,0.000017385379,0.003677662,0.117370166,0.039087597,0.75014526,0.0024642334,0.07982232],"study_design_scores_gemma":[0.002741258,0.00059569796,0.0039674826,0.00095330994,0.00011588821,0.00002629231,0.00057188043,0.90412134,0.0679137,0.0018543008,0.016237628,0.00090122136],"about_ca_topic_score_codex":0.000028919947,"about_ca_topic_score_gemma":0.00007610564,"teacher_disagreement_score":0.78675115,"about_ca_system_score_codex":0.00005121589,"about_ca_system_score_gemma":0.00009167602,"threshold_uncertainty_score":0.51100147},"labels":[],"label_agreement":null},{"id":"W2093765298","doi":"10.1364/ofc.2015.w1k.5","title":"Electrically-Tunable Fiber-Optics Pulse Repetition-Rate Multiplier","year":2015,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Optics; Repetition (rhetorical device); Picosecond; Multiplication (music); Bandwidth-limited pulse; Materials science; Ultrashort pulse; Computer science; Optoelectronics; Physics; Laser; Acoustics","score_opus":0.03592087912728915,"score_gpt":0.24512772396542287,"score_spread":0.20920684483813373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093765298","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":[0.08239423,0.0012837535,0.015819715,0.0051352945,0.00022675724,0.00078394864,0.00002034699,0.0038600336,0.8904759],"genre_scores_gemma":[0.8287375,0.00046453782,0.16534297,0.00009898905,0.000046980593,0.00010521137,0.00006642579,0.000055669778,0.0050817304],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99832916,0.00009347991,0.00047486412,0.00029350407,0.00027908,0.00052989856],"domain_scores_gemma":[0.9971177,0.00053549523,0.000052006104,0.0015806367,0.00042587955,0.00028830447],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00042186672,0.0002755279,0.0003108444,0.00009682423,0.00011550848,0.00018676271,0.0009437429,0.00031478857,0.00094732613],"category_scores_gemma":[0.0007908273,0.00027801233,0.00006666023,0.0004819024,0.00028843895,0.0003006264,0.00034511878,0.00075518945,0.0033038901],"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":[0.00011371026,0.00047826907,0.00023191315,0.00012605992,0.00022481476,0.000028641707,0.00035382828,0.030626474,0.0044972906,0.7601217,0.028978754,0.17421854],"study_design_scores_gemma":[0.0018781617,0.00035110113,0.0012818681,0.0002577167,0.00013259257,0.000043195003,0.0002700358,0.71735847,0.012875158,0.06345448,0.20025179,0.0018454206],"about_ca_topic_score_codex":0.000008544147,"about_ca_topic_score_gemma":0.000010125282,"teacher_disagreement_score":0.8853942,"about_ca_system_score_codex":0.00015964061,"about_ca_system_score_gemma":0.00007512542,"threshold_uncertainty_score":0.9999672},"labels":[],"label_agreement":null},{"id":"W2094452001","doi":"10.1364/ofc.2012.om2h.5","title":"Decision Directed Least Radius Distance Algorithm for Blind Equalization in a Dual-polarization 16-QAM System","year":2012,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Citation; Quadrature amplitude modulation; Computer science; QAM; Telecommunications; Algorithm; Blind equalization; Equalization (audio); World Wide Web; Bit error rate; Decoding methods","score_opus":0.028260691428581775,"score_gpt":0.26495096450946537,"score_spread":0.23669027308088358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094452001","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":[0.022211436,0.0012226866,0.96867085,0.00018793406,0.00022218667,0.0007437905,0.000028466684,0.001195256,0.0055173915],"genre_scores_gemma":[0.77151215,0.00015621792,0.22783196,0.00000880016,0.000036189263,0.00016484488,0.00017318707,0.000033739667,0.00008291335],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985525,0.00008287774,0.0005203921,0.0002048916,0.00021399822,0.0004253188],"domain_scores_gemma":[0.99811584,0.00073688355,0.00006908888,0.00077110797,0.00019734685,0.000109736524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040325016,0.00021273515,0.0002825177,0.00013590834,0.00011352081,0.00010524808,0.0003394308,0.00027417924,0.000039084654],"category_scores_gemma":[0.00034443417,0.0002204733,0.000046446996,0.000571913,0.00011707498,0.0004486154,0.00013926835,0.00029765,0.00006535011],"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":[0.0000636822,0.00019237478,0.0006481085,0.00015275372,0.000037768074,9.0001885e-7,0.0002518952,0.0027197716,0.0008070466,0.51647896,0.00034632703,0.47830045],"study_design_scores_gemma":[0.00092501484,0.000035036097,0.0018275371,0.0003865406,0.000029336094,0.000008024432,0.00017627493,0.9864008,0.0012199442,0.0013043755,0.007298355,0.00038879225],"about_ca_topic_score_codex":0.000006613758,"about_ca_topic_score_gemma":0.000032881402,"teacher_disagreement_score":0.983681,"about_ca_system_score_codex":0.00031091092,"about_ca_system_score_gemma":0.000020798803,"threshold_uncertainty_score":0.899064},"labels":[],"label_agreement":null},{"id":"W2116645013","doi":"10.1364/ofc.2015.tu3a.2","title":"High Performance Narrow Bandpass Filters Based on Integrated Bragg Gratings in Silicon-on-Insulator","year":2015,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Apodization; Passband; Band-pass filter; Silicon on insulator; Materials science; Superposition principle; Optics; Optical filter; Fiber Bragg grating; Silicon; Optoelectronics; Physics","score_opus":0.025116046748729543,"score_gpt":0.2315998442485423,"score_spread":0.20648379749981274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116645013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9293023,0.000066969995,0.0003989622,0.001118764,0.000112765214,0.00022729093,0.00001547734,0.0002384945,0.068519],"genre_scores_gemma":[0.99518883,0.00002841244,0.00400884,0.00042847407,0.000012313369,0.00008923695,0.00007028581,0.000025326433,0.00014826318],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987918,0.00008367254,0.00034584387,0.00022080059,0.00026442332,0.00029343535],"domain_scores_gemma":[0.99841774,0.00040543562,0.00003801833,0.00079591334,0.00013517852,0.00020769754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027827697,0.00022827441,0.00025961624,0.00010096939,0.000058854665,0.00009027799,0.00056968676,0.00014574184,0.0002702868],"category_scores_gemma":[0.00020534778,0.00020396498,0.000036845417,0.0002901916,0.0001327569,0.00018490874,0.0000570419,0.00058179244,0.00035542852],"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":[0.0012086292,0.0014869518,0.006584786,0.0004895328,0.00013134991,0.00003246092,0.0029684585,0.63019085,0.0063754176,0.25382274,0.006127311,0.09058152],"study_design_scores_gemma":[0.0009244866,0.00019328398,0.0065602725,0.00028375306,0.0000076127376,0.0000011999664,0.00007310737,0.9796335,0.008692659,0.0003033873,0.0030068143,0.00031993462],"about_ca_topic_score_codex":0.000044973007,"about_ca_topic_score_gemma":0.000027515161,"teacher_disagreement_score":0.34944266,"about_ca_system_score_codex":0.00014931278,"about_ca_system_score_gemma":0.000092178736,"threshold_uncertainty_score":0.8317451},"labels":[],"label_agreement":null},{"id":"W2122103647","doi":"10.1364/ofc.2010.otuc3","title":"Security of Quantum Key Distribution","year":2010,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Quantum key distribution; Key (lock); Computer science; Quantum cryptography; Key distribution; Computer security; Secure communication; Quantum; Public-key cryptography; Quantum information; Encryption; Physics; Quantum mechanics","score_opus":0.01367880048153053,"score_gpt":0.24849420112749143,"score_spread":0.2348154006459609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122103647","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":[0.14342783,0.0000428414,0.7830498,0.004638703,0.00020004918,0.0002104266,0.000025208297,0.00021931987,0.06818577],"genre_scores_gemma":[0.9788263,0.00003775803,0.020942502,0.000087004715,0.0000072418625,0.000012487173,0.00005813865,0.0000028477086,0.000025738247],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990286,0.0000671067,0.00035483172,0.00014231646,0.00024748943,0.00015964158],"domain_scores_gemma":[0.99780744,0.00017896875,0.00014598333,0.0013511134,0.0004099783,0.00010648983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003624203,0.0000993224,0.00013749543,0.000051182556,0.00012379153,0.00012748493,0.0014300902,0.00009874392,0.00026749988],"category_scores_gemma":[0.00013922233,0.000093421535,0.00007027033,0.00034746676,0.00024406884,0.0006146084,0.0003430903,0.00037252274,0.00016647438],"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":[0.0000030941164,0.00005807239,0.00009932251,0.0000075711087,0.0000042733304,8.8943324e-8,0.00028662398,0.0000015106556,0.0008673366,0.99106604,0.0003104415,0.0072956323],"study_design_scores_gemma":[0.0009143021,0.0001740155,0.020231199,0.000082052444,0.000020925625,0.00002636725,0.00018792391,0.46121925,0.03094343,0.3358461,0.14967334,0.00068110554],"about_ca_topic_score_codex":0.000016879167,"about_ca_topic_score_gemma":0.00001090809,"teacher_disagreement_score":0.83539844,"about_ca_system_score_codex":0.0000075108505,"about_ca_system_score_gemma":0.00007469805,"threshold_uncertainty_score":0.38096195},"labels":[],"label_agreement":null},{"id":"W2134571917","doi":"","title":"Ultra-compact 52 mW 50-GHz spaced 16 channels narrow-line and single-polarization fiber laser","year":2004,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Fiber laser; Materials science; Optics; Laser; Fiber Bragg grating; Optoelectronics; Resonator; Fabry–Pérot interferometer; Polarization-maintaining optical fiber; Laser power scaling; Optical fiber; Fiber optic sensor; Physics","score_opus":0.029604586993481223,"score_gpt":0.24950368558777655,"score_spread":0.21989909859429532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134571917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79347616,0.0015663722,0.059241824,0.0074516567,0.0003776462,0.0011999125,0.00006254015,0.0014136569,0.13521025],"genre_scores_gemma":[0.9756485,0.00014722817,0.022076154,0.00011460418,0.00005403627,0.000018078495,0.00013285136,0.00006743175,0.0017410992],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984786,0.00006899103,0.0004404865,0.00033031145,0.000260019,0.00042162964],"domain_scores_gemma":[0.99814266,0.00032421568,0.000080866695,0.0010121352,0.00019342847,0.00024672353],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015875333,0.00034154046,0.00034519812,0.0001093349,0.0001716075,0.00016356299,0.00041222502,0.0002316343,0.0005829511],"category_scores_gemma":[0.00019292437,0.00035972055,0.00006111667,0.00028050283,0.0002529129,0.0004579641,0.0000534651,0.00050593406,0.00042516767],"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":[0.00022772331,0.0007901716,0.00027472133,0.0003828306,0.0003474095,0.000019036246,0.004725204,0.65913635,0.24485701,0.038405754,0.0008776902,0.049956087],"study_design_scores_gemma":[0.0070494404,0.00063199596,0.0033834067,0.0011747424,0.00029603773,0.0002246665,0.0009081563,0.046890765,0.8460225,0.023626525,0.06608063,0.003711137],"about_ca_topic_score_codex":0.000032364387,"about_ca_topic_score_gemma":0.000026407452,"teacher_disagreement_score":0.6122456,"about_ca_system_score_codex":0.00020314885,"about_ca_system_score_gemma":0.00003691414,"threshold_uncertainty_score":0.9998855},"labels":[],"label_agreement":null},{"id":"W2229274060","doi":"10.1364/ofc.2016.th3j.5","title":"AutomaticWavelength Tuning of Series-Coupled Vernier Racetrack Resonators on SOI","year":2016,"lang":"en","type":"preprint","venue":"Optical Fiber Communication Conference","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Vernier scale; Silicon on insulator; Resonator; Series (stratigraphy); Wavelength; Physics; Materials science; Computer science; Optoelectronics; Optics; Electrical engineering; Engineering; Silicon; Geology","score_opus":0.026486869399921682,"score_gpt":0.25775580071021603,"score_spread":0.23126893131029436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2229274060","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":[0.32104546,0.0018339523,0.010430898,0.0022369998,0.0006829075,0.0011580477,0.0002055175,0.0012030491,0.66120315],"genre_scores_gemma":[0.9835801,0.0011714185,0.014285736,0.000041425083,0.000034326455,0.00008048363,0.00006895249,0.00006208385,0.0006754385],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99803853,0.00011443305,0.0007173053,0.00034487358,0.0004237268,0.00036115406],"domain_scores_gemma":[0.9965964,0.00081997615,0.00017165634,0.0019671572,0.0002631636,0.0001816235],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036362396,0.00041411686,0.0006491949,0.00011388867,0.00008225848,0.00008905152,0.0012531715,0.0004950194,0.0010014108],"category_scores_gemma":[0.00029189477,0.0003469562,0.00015814416,0.000121264384,0.0003219741,0.00016417267,0.0007324328,0.0011180581,0.00035300702],"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":[0.00028291144,0.00046441867,0.0001928741,0.0027875593,0.0009594689,0.000015474965,0.0019230973,0.0051153307,0.006727244,0.90959716,0.0015363374,0.07039815],"study_design_scores_gemma":[0.0014441548,0.00023897088,0.0055867583,0.006925144,0.0002666439,0.000012087288,0.00019401973,0.8854141,0.021497602,0.048489362,0.027841048,0.0020900622],"about_ca_topic_score_codex":0.0000132259,"about_ca_topic_score_gemma":0.000011068485,"teacher_disagreement_score":0.8802988,"about_ca_system_score_codex":0.00014639368,"about_ca_system_score_gemma":0.00015204366,"threshold_uncertainty_score":0.9999118},"labels":[],"label_agreement":null},{"id":"W2239870013","doi":"","title":"Full C-band slope-matched dispersion compensation based on a phase sampled Bragg grating","year":2004,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Fiber Optic Sensors","field":"Engineering","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":"TeraXion (Canada)","funders":"","keywords":"Fiber Bragg grating; Dispersion (optics); Optics; Materials science; Channel spacing; Phase (matter); Sampling (signal processing); Grating; Physics; Optical fiber; Wavelength-division multiplexing; Wavelength","score_opus":0.03176615720210002,"score_gpt":0.27891390452691234,"score_spread":0.24714774732481232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2239870013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5546178,0.00010843733,0.40754622,0.0024700738,0.00014634886,0.0007349681,0.000041225554,0.0008423845,0.03349249],"genre_scores_gemma":[0.9078759,0.000042447748,0.09156561,0.0001516745,0.000022985128,0.000042088024,0.00020386692,0.000044963694,0.0000504767],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998566,0.00007798573,0.00043590672,0.0002849553,0.00031059826,0.00032455497],"domain_scores_gemma":[0.9979395,0.0005587631,0.00007800802,0.0010869028,0.00016733026,0.00016949138],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018736631,0.0002778455,0.00029396912,0.00010246402,0.00020508253,0.00011370555,0.000448313,0.0001449453,0.0004225202],"category_scores_gemma":[0.0002210065,0.00028522094,0.00007426171,0.00027279786,0.00014753935,0.0002412614,0.000052944742,0.00046100307,0.0002622549],"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":[0.00047771283,0.0007524401,0.000046404093,0.0001320448,0.000074933545,0.000011198785,0.0018314329,0.7713297,0.11894424,0.056222405,0.00012389585,0.050053604],"study_design_scores_gemma":[0.007606229,0.0005539681,0.00063184387,0.00066357956,0.00007119239,0.00001610357,0.00038468477,0.9327683,0.04789163,0.005031133,0.0033081137,0.001073206],"about_ca_topic_score_codex":0.000014222884,"about_ca_topic_score_gemma":0.00003316258,"teacher_disagreement_score":0.35325804,"about_ca_system_score_codex":0.00021578548,"about_ca_system_score_gemma":0.000054174925,"threshold_uncertainty_score":0.99996},"labels":[],"label_agreement":null},{"id":"W2241948252","doi":"","title":"Single longitudinal mode multi-wavelength fiber ring lasers","year":2004,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Fiber Optic Sensors","field":"Engineering","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":"Fiber laser; Longitudinal mode; Materials science; Optics; Fiber Bragg grating; Dispersion-shifted fiber; Single-mode optical fiber; Polarization-maintaining optical fiber; Photonic-crystal fiber; Mode volume; Graded-index fiber; Saturable absorption; Optoelectronics; Laser; Fiber optic sensor; Wavelength; Optical fiber; Physics","score_opus":0.05351199344400417,"score_gpt":0.2786048033390679,"score_spread":0.22509280989506372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2241948252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59488624,0.0007040635,0.22734228,0.0017040353,0.00030860677,0.000875112,0.000047769456,0.0022440806,0.17188784],"genre_scores_gemma":[0.75821435,0.00010128642,0.24078076,0.00003297098,0.000023537925,0.00002999671,0.000032740747,0.000053319243,0.0007310211],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99854404,0.00003726184,0.00040736815,0.00030879822,0.00024545763,0.00045710208],"domain_scores_gemma":[0.9981549,0.00022934485,0.000052670275,0.0011869257,0.00016759313,0.0002085807],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000103889746,0.00029555074,0.0002794691,0.00008341057,0.0001556953,0.00010224787,0.0005960888,0.00016732667,0.0004896806],"category_scores_gemma":[0.00012457694,0.00032516927,0.00008077884,0.00022723211,0.00022099011,0.00036835,0.00018020507,0.00054555235,0.0011229259],"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":[0.00007370348,0.0007894412,0.00023411118,0.00018966343,0.00029831426,0.000042511983,0.0026844253,0.75376594,0.031096036,0.076931454,0.00026165653,0.13363275],"study_design_scores_gemma":[0.009030692,0.00034337823,0.00993693,0.0013646487,0.00029435777,0.00023627945,0.0010398524,0.7450432,0.16173387,0.012774046,0.053557925,0.0046448153],"about_ca_topic_score_codex":0.000029078581,"about_ca_topic_score_gemma":0.00006405871,"teacher_disagreement_score":0.17115682,"about_ca_system_score_codex":0.00026290907,"about_ca_system_score_gemma":0.000041531748,"threshold_uncertainty_score":0.99992},"labels":[],"label_agreement":null},{"id":"W2242181495","doi":"","title":"Multi-wavelength devices based on superimposed chirped fiber Bragg gratings","year":2005,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Fiber Bragg grating; Materials science; Optics; PHOSFOS; Wideband; Wavelength; Optoelectronics; Resonator; Fiber laser; Channel spacing; Dispersion-shifted fiber; Dispersion (optics); Tunable laser; Optical fiber; Wavelength-division multiplexing; Fiber optic sensor; Physics","score_opus":0.03137795200638854,"score_gpt":0.2659895062576639,"score_spread":0.23461155425127533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2242181495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6399775,0.00069495256,0.041700635,0.009005805,0.00029555065,0.0019811061,0.000100226054,0.0037280396,0.30251616],"genre_scores_gemma":[0.7203208,0.000040513023,0.2781889,0.00035661593,0.000038556198,0.00004824321,0.00006346831,0.000059346094,0.0008835131],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99827737,0.00009565437,0.00050651527,0.0003521259,0.00031622825,0.00045211788],"domain_scores_gemma":[0.99737746,0.0007047044,0.00006879934,0.0014525636,0.00017953517,0.00021697095],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018623071,0.00036823767,0.00033196842,0.000108470056,0.00018579816,0.00013076834,0.00073846494,0.00020268289,0.0016905647],"category_scores_gemma":[0.00019122359,0.00037295834,0.00009462509,0.00024016725,0.00018354385,0.00032695782,0.00010139441,0.0006346031,0.0015599963],"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":[0.00026057882,0.0014315437,0.0004427475,0.00031985485,0.0002795181,0.000017598535,0.003573833,0.3805516,0.04989849,0.023636283,0.002269835,0.5373181],"study_design_scores_gemma":[0.001166705,0.00006766532,0.0033863478,0.00015566134,0.000029464727,0.000006169443,0.00008086592,0.93274117,0.009780439,0.000057218345,0.05188978,0.0006385201],"about_ca_topic_score_codex":0.000008019173,"about_ca_topic_score_gemma":0.00004434466,"teacher_disagreement_score":0.5521895,"about_ca_system_score_codex":0.00012925145,"about_ca_system_score_gemma":0.00005981681,"threshold_uncertainty_score":0.9998722},"labels":[],"label_agreement":null},{"id":"W2242227417","doi":"","title":"Optical Return Loss of Concatenated Reflective Elements","year":2005,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Return loss; Cascade; Zigzag; Diagram; Optics; Transmission loss; Transmission (telecommunications); Materials science; Line (geometry); Insertion loss; Computer science; Physics; Telecommunications; Engineering; Mathematics; Geometry","score_opus":0.027848544418413425,"score_gpt":0.275896110665736,"score_spread":0.24804756624732258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2242227417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6979913,0.00075245777,0.0013694189,0.0015280575,0.000093643335,0.00031681388,0.000024659284,0.00030047694,0.29762316],"genre_scores_gemma":[0.9693792,0.0002979679,0.02983722,0.00009461312,0.000028417839,0.00002034131,0.000041348783,0.000022693657,0.00027823658],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99878055,0.000049674592,0.00049269386,0.00018133032,0.0002208713,0.00027485972],"domain_scores_gemma":[0.9985706,0.00030011655,0.00005637587,0.00066651794,0.00025374466,0.00015260854],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001873141,0.0001764567,0.00027313863,0.000054716653,0.000055947512,0.00004693103,0.00053994014,0.00014728025,0.001108146],"category_scores_gemma":[0.00011789573,0.00016516089,0.00006130795,0.00020054709,0.0002701634,0.00023484413,0.00012859865,0.00035801082,0.00023400802],"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":[0.0002665921,0.0009225501,0.003505074,0.00041020525,0.0008163726,0.000013604614,0.0027798924,0.0028292066,0.30750036,0.51942027,0.0036968885,0.15783897],"study_design_scores_gemma":[0.0030318736,0.00034268235,0.010480728,0.00058327476,0.00024295502,0.000032629567,0.00048642952,0.24937674,0.64216506,0.0062395013,0.08539573,0.0016223869],"about_ca_topic_score_codex":0.0000074894224,"about_ca_topic_score_gemma":0.000021905862,"teacher_disagreement_score":0.5131808,"about_ca_system_score_codex":0.00008257682,"about_ca_system_score_gemma":0.000029620533,"threshold_uncertainty_score":0.999805},"labels":[],"label_agreement":null},{"id":"W2243194262","doi":"","title":"Performance of a 46-Gbps Dual-Polarization QPSK Transceiver in a High-PMD Fiber Transmission Experiment","year":2008,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","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":"Nortel (Canada)","funders":"","keywords":"Transceiver; Phase-shift keying; Polarization mode dispersion; Polarization-maintaining optical fiber; Optics; Decoding methods; Differential group delay; Optical fiber; Cascade; Polarization (electrochemistry); Wavelength-division multiplexing; Dispersion-shifted fiber; Transmission (telecommunications); Dual-polarization interferometry; Bit error rate; Physics; Materials science; Computer science; Telecommunications; Fiber optic sensor; Engineering; Wireless; Chemistry","score_opus":0.021170800840817197,"score_gpt":0.2236718956413171,"score_spread":0.20250109480049988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2243194262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852456,0.0005201855,0.002060173,0.00039353917,0.000025606198,0.0003007799,0.000004074696,0.00028106835,0.011168967],"genre_scores_gemma":[0.9496221,0.0016311017,0.048362583,0.000011534452,0.000007109785,0.000061103674,0.000029088453,0.000024967967,0.00025041783],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987551,0.00005816636,0.0004810524,0.00019453018,0.00023673673,0.00027442418],"domain_scores_gemma":[0.9989185,0.00016321593,0.00004113022,0.0007053696,0.00009807999,0.000073745396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012427293,0.00019730767,0.00029437782,0.00011603422,0.000078263816,0.000016060163,0.0004246972,0.00022635153,0.00056264363],"category_scores_gemma":[0.000027335582,0.00019583826,0.00005053377,0.00036461637,0.00030312152,0.00025583606,0.0000658984,0.00040597894,0.00008586757],"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":[0.0006156233,0.0020928762,0.008573773,0.0009914448,0.00028158718,0.000039085517,0.0121263005,0.10850475,0.27655795,0.12471237,0.0009940099,0.46451023],"study_design_scores_gemma":[0.003376879,0.00056575827,0.0820901,0.0012456944,0.00007405459,0.00004363811,0.00026427212,0.66215533,0.2381729,0.0010769146,0.009459388,0.0014750746],"about_ca_topic_score_codex":0.0000183543,"about_ca_topic_score_gemma":0.0000043389964,"teacher_disagreement_score":0.55365056,"about_ca_system_score_codex":0.000069502654,"about_ca_system_score_gemma":0.000034304787,"threshold_uncertainty_score":0.79860526},"labels":[],"label_agreement":null},{"id":"W2243923279","doi":"","title":"Wavelength Division Multiplexing (WDM) and Polarization Mode Dispersion (PMD) Performance of a Coherent 40Gbit/s Dual-Polarization Quadrature Phase Shift Keying (DP-QPSK) Transceiver","year":2007,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","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":"Nortel (Canada)","funders":"","keywords":"Phase-shift keying; Wavelength-division multiplexing; Polarization mode dispersion; Keying; Channel spacing; Transceiver; Optics; Physics; Multiplexing; Bit error rate; Channel (broadcasting); Computer science; Wavelength; Optical fiber; Optoelectronics; Telecommunications","score_opus":0.016599967180772855,"score_gpt":0.2579732365138926,"score_spread":0.24137326933311973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2243923279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9161871,0.00036069157,0.081228286,0.00021966068,0.0000610209,0.0003799518,0.000020609643,0.00035255327,0.0011901164],"genre_scores_gemma":[0.96399075,0.0005717436,0.035149574,0.00001629203,0.000016061475,0.000011196501,0.00017287531,0.00003805188,0.00003344726],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99842316,0.000060762643,0.00057165924,0.0002867368,0.00028813106,0.00036952758],"domain_scores_gemma":[0.9985529,0.00036257698,0.000102704136,0.0006763693,0.00017778066,0.00012762337],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000357663,0.00027706908,0.00031643192,0.00015663748,0.00021565282,0.00008535082,0.0003611913,0.00035511807,0.000057435],"category_scores_gemma":[0.00012847886,0.00027251506,0.000055847762,0.00039066942,0.0002795705,0.00052803813,0.00016558888,0.0006301934,0.000012321182],"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":[0.0004429479,0.0007103923,0.008343566,0.00073051604,0.00015125613,0.0000055506753,0.004322866,0.014764971,0.2360641,0.08764583,0.000039846233,0.64677817],"study_design_scores_gemma":[0.0012016814,0.00020098656,0.01981147,0.00047082352,0.00004289686,0.0000046269734,0.00018930445,0.96000296,0.016939256,0.00050173514,0.00021929902,0.00041495668],"about_ca_topic_score_codex":0.000020543159,"about_ca_topic_score_gemma":0.000039043425,"teacher_disagreement_score":0.945238,"about_ca_system_score_codex":0.00008055456,"about_ca_system_score_gemma":0.000020951815,"threshold_uncertainty_score":0.9999727},"labels":[],"label_agreement":null},{"id":"W2281004181","doi":"","title":"A Novel Upstream Scheduling Algorithm for Quality of Service Provisioning in Ethernet Passive Optical Networks","year":2005,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer network; Computer science; Carrier Ethernet; Passive optical network; Bottleneck; Ethernet; 10G-PON; Connection-oriented Ethernet; Provisioning; Upstream (networking); Embedded system; Wavelength-division multiplexing","score_opus":0.03938539572433504,"score_gpt":0.30185707873616546,"score_spread":0.26247168301183044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2281004181","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025603596,0.00037750063,0.96900177,0.0016291407,0.000029279712,0.0004911792,0.00001402185,0.00031647072,0.002537018],"genre_scores_gemma":[0.44194695,0.00009711696,0.55773085,0.00004828437,0.000022315679,0.0000939361,0.000023409482,0.000021582078,0.000015553884],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984104,0.00004189072,0.00070325483,0.00026066956,0.00018035695,0.00040340502],"domain_scores_gemma":[0.9971961,0.0014898549,0.00009906993,0.00082761457,0.0002991568,0.00008825208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037093033,0.00022431428,0.00040822718,0.000070563416,0.00006270358,0.000042687065,0.0007171596,0.00030329122,0.000036034675],"category_scores_gemma":[0.00037965548,0.00022667475,0.00006626455,0.00035915303,0.00020311396,0.00023290192,0.00026824314,0.0006368153,0.00001397627],"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":[0.000022087208,0.00012229598,0.000042928794,0.00004715343,0.00002554871,1.8707462e-7,0.0001104056,0.3696983,0.0014428467,0.06847031,0.000007620048,0.5600103],"study_design_scores_gemma":[0.00066800497,0.000037036483,0.0005558315,0.00021302135,0.000012524003,0.0000018635212,0.00018155953,0.9934033,0.001966567,0.002224553,0.0004679521,0.00026777704],"about_ca_topic_score_codex":0.000016740367,"about_ca_topic_score_gemma":0.00013975335,"teacher_disagreement_score":0.623705,"about_ca_system_score_codex":0.00010598415,"about_ca_system_score_gemma":0.000037022957,"threshold_uncertainty_score":0.9243528},"labels":[],"label_agreement":null},{"id":"W2284628013","doi":"","title":"High-order PMD and PDL emulator","year":2004,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Communications Research Centre Canada; University of Ottawa","funders":"","keywords":"Computer science; Polarization mode dispersion; Fiber Bragg grating; Metric (unit); Electronic engineering; Optical fiber; Telecommunications; Engineering","score_opus":0.013162209302323185,"score_gpt":0.21660736126688784,"score_spread":0.20344515196456467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2284628013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8930431,0.0019329847,0.0312738,0.008644188,0.00015728432,0.00044308376,0.000009261233,0.0025360906,0.061960213],"genre_scores_gemma":[0.8106358,0.00053820235,0.18863964,0.000048371297,0.00001209544,0.000021077487,0.000009058531,0.000017774772,0.000077977056],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992852,0.000015676054,0.00020517789,0.00015291008,0.00011265027,0.00022834633],"domain_scores_gemma":[0.99888784,0.0001508819,0.00001668881,0.0007637387,0.000091756,0.00008911524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007600928,0.00014687536,0.00017090124,0.00004075623,0.0000810148,0.00008696816,0.00040325444,0.00015893311,0.00016475278],"category_scores_gemma":[0.0001048066,0.0001438325,0.00001998123,0.00018560966,0.00027718168,0.00015239598,0.00023632224,0.00035628676,0.00025603117],"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":[0.0000036984925,0.00003414041,0.000073867566,0.000022636248,0.000026046437,0.0000015750653,0.00007019711,0.006249045,0.0007950549,0.95729244,0.00013424213,0.03529704],"study_design_scores_gemma":[0.006243047,0.0005647739,0.04577317,0.0010635328,0.0002509305,0.00009751126,0.0006360358,0.18659754,0.037202857,0.6335266,0.08388663,0.0041573397],"about_ca_topic_score_codex":0.000011340601,"about_ca_topic_score_gemma":0.000014733104,"teacher_disagreement_score":0.32376584,"about_ca_system_score_codex":0.000044307075,"about_ca_system_score_gemma":0.000018064298,"threshold_uncertainty_score":0.58653194},"labels":[],"label_agreement":null},{"id":"W2298715248","doi":"","title":"Novel Distributed Protocol for Dynamic Routing and Load Balancing for Optical Networks","year":2005,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Wavelength-division multiplexing; Routing and wavelength assignment; Computer network; Computer science; The Internet; Traffic grooming; Multiplexing; Wavelength; Distributed computing; Telecommunications; Optics; Physics","score_opus":0.024542540972004576,"score_gpt":0.29213607856531365,"score_spread":0.26759353759330906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2298715248","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00060357986,0.00005466346,0.9723965,0.0011592963,0.000019324836,0.023947248,0.000027498852,0.00059867324,0.0011932338],"genre_scores_gemma":[0.28867966,0.00001847807,0.6519236,0.00003506575,0.00003694671,0.0591703,0.0000557946,0.00003591837,0.00004426223],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987007,0.000009916108,0.0004207352,0.0002690597,0.00012111515,0.0004784922],"domain_scores_gemma":[0.9978581,0.0011241717,0.000053576867,0.00061756495,0.00023404039,0.00011255249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025261796,0.000233377,0.00028108424,0.000027222053,0.00018677807,0.000113416696,0.00044737026,0.00023877804,0.000016863049],"category_scores_gemma":[0.0005223326,0.00023202326,0.00005799431,0.0001303123,0.00022987816,0.00021587571,0.00021667333,0.00037736987,0.0000062407385],"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":[0.00019433483,0.00017227222,0.000055938646,0.00026223384,0.00008605661,3.755117e-7,0.00007656918,0.21271619,0.004392155,0.32882696,0.00049807597,0.45271882],"study_design_scores_gemma":[0.0011084138,0.00006016753,0.00021882656,0.0001415283,0.000019149924,0.0000054537654,0.00003166737,0.9808155,0.0004464529,0.0017505675,0.01511027,0.00029206072],"about_ca_topic_score_codex":7.602365e-7,"about_ca_topic_score_gemma":0.00002305861,"teacher_disagreement_score":0.76809925,"about_ca_system_score_codex":0.0001849531,"about_ca_system_score_gemma":0.000031108924,"threshold_uncertainty_score":0.9461634},"labels":[],"label_agreement":null},{"id":"W2299751078","doi":"","title":"Impact of RPR and Next Generation SONET Features on Metro Ethernet Service Delivery Costs","year":2005,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Software-Defined Networks and 5G","field":"Computer Science","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":"","keywords":"Ethernet over PDH; Connection-oriented Ethernet; Metro Ethernet; Carrier Ethernet; Ethernet over SDH; Synchronous optical networking; Computer network; Ethernet; ATA over Ethernet; Telecommunications; Computer science; Service provider; Service (business); Business; Ethernet flow control","score_opus":0.06301852422407633,"score_gpt":0.2954816402553063,"score_spread":0.23246311603123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2299751078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.952448,0.0018008451,0.03040184,0.008327949,0.00005520895,0.00030010773,0.000012916241,0.00015464512,0.0064984574],"genre_scores_gemma":[0.93288445,0.00035594485,0.06593461,0.0006392375,0.000045591813,0.000011953551,0.000031336407,0.000008533213,0.00008835251],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99892014,0.00014910304,0.00024661608,0.00026700826,0.0002226981,0.00019445288],"domain_scores_gemma":[0.9979078,0.0005162013,0.000112286085,0.0010530608,0.00029477416,0.00011588826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023245002,0.00015847918,0.00019601347,0.00006459391,0.000113734124,0.0002272508,0.0008358216,0.00011892011,0.00009476138],"category_scores_gemma":[0.000064618536,0.00013428363,0.000053629377,0.00026206818,0.0000728129,0.00044525196,0.00034043385,0.00025598324,0.00005886765],"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":[0.000084239415,0.00036755335,0.0017699093,0.000018121935,0.000107991706,0.0000012142899,0.0014537907,0.003940915,0.0068677845,0.16236798,0.0041345167,0.818886],"study_design_scores_gemma":[0.0014951539,0.000776262,0.12365881,0.00023691956,0.00005447608,0.00002582248,0.000060164188,0.86076415,0.004273759,0.0017185983,0.006124896,0.00081100693],"about_ca_topic_score_codex":0.00024830308,"about_ca_topic_score_gemma":0.000214971,"teacher_disagreement_score":0.8568232,"about_ca_system_score_codex":0.00007143603,"about_ca_system_score_gemma":0.00008245444,"threshold_uncertainty_score":0.54759276},"labels":[],"label_agreement":null},{"id":"W2312216731","doi":"10.1364/ofc.2016.tu2k.4","title":"Cross-Phase-Modulation-Based Wavelength Conversion in Low-Stress Silicon-Rich Nitride Waveguide","year":2016,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic and Optical Devices","field":"Engineering","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":"Materials science; Waveguide; Modulation (music); Silicon nitride; Optoelectronics; Wavelength; Dispersion (optics); Silicon; Phase modulation; Optics; Phase (matter); Stress (linguistics); Cross-phase modulation; Nitride; Physics; Nanotechnology; Phase noise; Layer (electronics)","score_opus":0.020760086628716767,"score_gpt":0.2798068859770398,"score_spread":0.25904679934832303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312216731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9541501,0.00017338434,0.007409989,0.0007942496,0.0000869016,0.0002941571,0.000054027583,0.00025207558,0.036785156],"genre_scores_gemma":[0.99637824,0.00023735034,0.0028280849,0.000081582686,0.000017724331,0.000046307552,0.00006713567,0.000026842037,0.00031672962],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99854004,0.000079565325,0.0005023502,0.0002667999,0.00024512905,0.00036611716],"domain_scores_gemma":[0.9975908,0.0010751702,0.000052710548,0.000901716,0.00020900046,0.0001705963],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025014905,0.00022111235,0.0002639322,0.00010513866,0.00008393667,0.00008342405,0.00060843123,0.00018587918,0.0015757616],"category_scores_gemma":[0.00024267746,0.00017896252,0.00005983195,0.00022991501,0.00025062187,0.00032195004,0.000111622816,0.0002736785,0.00048132197],"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":[0.0007444574,0.0023792854,0.033216365,0.001294391,0.00026583028,0.000057238758,0.0009312159,0.025339346,0.11316088,0.22199255,0.0003675816,0.60025084],"study_design_scores_gemma":[0.0032250765,0.000056535348,0.031449232,0.0006381575,0.000016686094,0.0000019452311,0.00003103936,0.8771791,0.083516605,0.0010564951,0.0022990834,0.0005300301],"about_ca_topic_score_codex":0.00002546145,"about_ca_topic_score_gemma":0.000036475547,"teacher_disagreement_score":0.8518398,"about_ca_system_score_codex":0.00014774257,"about_ca_system_score_gemma":0.00008191608,"threshold_uncertainty_score":0.99933696},"labels":[],"label_agreement":null},{"id":"W2314637264","doi":"10.1364/ofc.2016.tu3g.3","title":"Polarization Activity Monitoring of an Aerial Fiber Link in a Live Network","year":2016,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","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":"Ciena (Canada); École de Technologie Supérieure","funders":"","keywords":"Polarization (electrochemistry); Polarization-maintaining optical fiber; Optics; Remote sensing; Environmental science; Physics; Optical fiber; Fiber optic sensor; Geology; Chemistry","score_opus":0.026163940958549802,"score_gpt":0.2555729947584862,"score_spread":0.22940905379993642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314637264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888956,0.00012711255,0.00443925,0.0006768878,0.00010643902,0.00021343847,0.0000054648217,0.0003687344,0.00516708],"genre_scores_gemma":[0.92980593,0.00021680197,0.06975522,0.0000031656548,0.00007951694,0.0000287496,0.0000048707057,0.000020600493,0.00008516341],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99902344,0.000098708035,0.0002939213,0.0001669655,0.00014158816,0.0002753724],"domain_scores_gemma":[0.9984841,0.00046064894,0.000050528226,0.0008327928,0.00010514527,0.00006678916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022020466,0.00014494939,0.00022658287,0.000056760015,0.000041715346,0.000034186058,0.0005161052,0.00023413905,0.00020908385],"category_scores_gemma":[0.00018731158,0.00012405888,0.000031733503,0.00024637286,0.00018502091,0.00037155955,0.00020030882,0.0002861894,0.00008953353],"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":[0.00010970107,0.00014577512,0.0066427584,0.000051156978,0.000046674802,0.0000022290474,0.00019953345,0.0075357715,0.031578507,0.050302003,0.000040127936,0.90334576],"study_design_scores_gemma":[0.0051882714,0.0009353835,0.47710076,0.004120668,0.00014805328,0.000016486088,0.0002891956,0.29111978,0.15303218,0.0577271,0.0073030316,0.0030190872],"about_ca_topic_score_codex":0.000017714548,"about_ca_topic_score_gemma":0.000022231283,"teacher_disagreement_score":0.90032667,"about_ca_system_score_codex":0.00007461132,"about_ca_system_score_gemma":0.00002409624,"threshold_uncertainty_score":0.5058974},"labels":[],"label_agreement":null},{"id":"W2318804257","doi":"10.1364/ofc.2016.tu3b.2","title":"High Spectral Efficiency Coherent Radio-over-Fiber Link With Low-Cost Free-Running Laser Sources for UDWDM-PONs","year":2016,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Photonic Communication Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Phase noise; Passive optical network; Fiber laser; Spectral efficiency; Modulation (music); Radio over fiber; Laser; Optics; Optical fiber; Physics; Computer science; Electronic engineering; Telecommunications; Wavelength-division multiplexing; Engineering; Acoustics","score_opus":0.016393080363876836,"score_gpt":0.2430000395419621,"score_spread":0.22660695917808527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318804257","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":[0.43092895,0.0017561644,0.5034747,0.0079312185,0.0004383033,0.004783943,0.00041836043,0.0021003906,0.04816795],"genre_scores_gemma":[0.94818586,0.00023589331,0.048686124,0.000041174146,0.00007258403,0.000584179,0.00006254734,0.00008288431,0.0020487227],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998021,0.00010917197,0.00062151655,0.00037303648,0.00033817056,0.000537073],"domain_scores_gemma":[0.9948408,0.0013590307,0.00015628703,0.0031283612,0.00028894847,0.00022656709],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034253858,0.00036369378,0.00043787583,0.00009621791,0.00027952532,0.00014409449,0.0018032499,0.00016896837,0.0011061227],"category_scores_gemma":[0.00015881872,0.00027702033,0.00010630317,0.0002532821,0.0003486066,0.00033792292,0.00031536908,0.0003978406,0.00026879384],"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":[0.0016795046,0.0015551333,0.0038650637,0.0013124228,0.0015307525,0.000017496479,0.007006343,0.08275327,0.081488706,0.3868827,0.011018811,0.4208898],"study_design_scores_gemma":[0.021188542,0.0008693298,0.013221529,0.00604516,0.00046067944,0.00011750354,0.0008897698,0.11197083,0.21860187,0.011116118,0.6097991,0.005719584],"about_ca_topic_score_codex":0.00003121822,"about_ca_topic_score_gemma":0.00009578153,"teacher_disagreement_score":0.5987803,"about_ca_system_score_codex":0.00023382892,"about_ca_system_score_gemma":0.00009822634,"threshold_uncertainty_score":0.9999682},"labels":[],"label_agreement":null},{"id":"W2319922680","doi":"10.1364/ofc.2016.th2a.9","title":"Programmable fiber-based arbitrary optical pulse-intensity shaper based on time-domain phase-only linear filtering","year":2016,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Fiber Laser Technologies","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 National de la Recherche Scientifique","funders":"","keywords":"Time domain; Waveform; Optics; Pulse (music); Amplitude; Computer science; Pulse shaping; Phase (matter); Picosecond; Intensity (physics); Optical fiber; Pulse-amplitude modulation; Bandwidth-limited pulse; Ultrashort pulse; Physics; Telecommunications; Laser","score_opus":0.02579512308633154,"score_gpt":0.28314124970168125,"score_spread":0.2573461266153497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319922680","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":[0.30495766,0.000050306153,0.47639263,0.024417395,0.00009809256,0.0019058675,0.00033172776,0.001664569,0.19018176],"genre_scores_gemma":[0.7978403,0.000002064198,0.20005462,0.00022332247,0.000046117664,0.00013810003,0.00015274562,0.0000450157,0.001497718],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978804,0.00011187043,0.00048504904,0.00058216765,0.00033744,0.0006030826],"domain_scores_gemma":[0.9965704,0.00082466146,0.00015225288,0.001939824,0.00030185358,0.00021102492],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002552576,0.0003952078,0.00044376552,0.000101162856,0.0002606183,0.00011780023,0.001040637,0.00017711922,0.005279413],"category_scores_gemma":[0.00010839557,0.00031034072,0.00017302262,0.00023319019,0.0006203131,0.00030478725,0.00034741315,0.00059956976,0.0016814737],"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":[0.0011892341,0.0033815666,0.0014662734,0.00005944397,0.00017258905,0.000019072326,0.000068558016,0.0005267254,0.044213694,0.12915362,0.00092338386,0.81882584],"study_design_scores_gemma":[0.016350763,0.002634208,0.0017813391,0.0023733836,0.00023046744,0.000014509319,0.0002267176,0.19670938,0.5747334,0.06317421,0.1378159,0.003955766],"about_ca_topic_score_codex":0.000012994449,"about_ca_topic_score_gemma":0.0000017744615,"teacher_disagreement_score":0.81487006,"about_ca_system_score_codex":0.000084468156,"about_ca_system_score_gemma":0.00021262621,"threshold_uncertainty_score":0.99993485},"labels":[],"label_agreement":null},{"id":"W2324116704","doi":"10.1364/ofc.2016.m2b.4","title":"Silicon Photonics for Microwave Photonics Applications","year":2016,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Photonic Communication Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Photonics; Silicon photonics; Microwave; Beamforming; Extremely high frequency; Optoelectronics; Computer science; Materials science; Telecommunications","score_opus":0.02637201430233393,"score_gpt":0.26225949393793013,"score_spread":0.2358874796355962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324116704","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":[0.0075212456,0.0025244348,0.86602354,0.0022653923,0.00015289678,0.0030497387,0.00020211378,0.0011992351,0.117061384],"genre_scores_gemma":[0.862765,0.0016826174,0.13092957,0.00009394043,0.000018423407,0.0025062414,0.00008319188,0.000077563265,0.0018434348],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984594,0.00006887775,0.0005940518,0.0003090913,0.0001826472,0.00038592066],"domain_scores_gemma":[0.9953509,0.001252159,0.00011098525,0.002710834,0.0004016646,0.00017346327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031161617,0.00026482364,0.00031418153,0.000075890974,0.00020754345,0.00007778774,0.0013144644,0.00018501501,0.00034898546],"category_scores_gemma":[0.000107894266,0.00023105067,0.00012016974,0.00021616643,0.00024197249,0.00025625192,0.0002271943,0.00024277897,0.0004593403],"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":[0.00006262581,0.00020305904,0.000058046207,0.00020172358,0.00017859135,3.9501398e-7,0.0005330297,0.0007178273,0.34625822,0.33158293,0.0023430747,0.31786045],"study_design_scores_gemma":[0.0010583162,0.000038898364,0.000073309646,0.00016971731,0.000037369733,0.000013027302,0.0001041806,0.025223706,0.081195556,0.010505264,0.88100255,0.000578126],"about_ca_topic_score_codex":0.00000408991,"about_ca_topic_score_gemma":0.000040268675,"teacher_disagreement_score":0.8786595,"about_ca_system_score_codex":0.0002244366,"about_ca_system_score_gemma":0.00009217041,"threshold_uncertainty_score":0.94219726},"labels":[],"label_agreement":null},{"id":"W2324197060","doi":"10.1364/ofc.2016.th4f.5","title":"Signal Processing Techniques for Reducing the Impact of Fiber Nonlinearities on System Performance","year":2016,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","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":"Ciena (Canada); Queen's University","funders":"Engineering and Physical Sciences Research Council","keywords":"Signal processing; Computer science; Electronic engineering; Channel (broadcasting); SIGNAL (programming language); Optical fiber; Fiber; Telecommunications; Digital signal processing; Engineering; Materials science","score_opus":0.029726788743963402,"score_gpt":0.2752799517509872,"score_spread":0.2455531630070238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324197060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77944815,0.0009983138,0.07303227,0.0028441737,0.000072977804,0.0021260148,0.00010294705,0.003534319,0.13784087],"genre_scores_gemma":[0.9489618,0.0001206492,0.05056488,0.000003992142,0.00002819854,0.00012847877,0.000004506796,0.000023341054,0.00016415144],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991663,0.000030072362,0.00030973708,0.00013004635,0.00012900442,0.00023484085],"domain_scores_gemma":[0.99831927,0.0006959127,0.00006125658,0.00067168847,0.00021673596,0.00003515657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024927658,0.00015606875,0.00020460553,0.000049975562,0.00012212212,0.000051770632,0.00061551976,0.00012646116,0.00006052765],"category_scores_gemma":[0.00006396142,0.000086284206,0.00007521024,0.00012820604,0.00032279777,0.00016646743,0.00011014439,0.00020493017,0.00002418732],"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":[0.0000572824,0.000044056782,0.00006469271,0.0002708831,0.00004645724,1.5940728e-7,0.00009817797,0.0021821926,0.0045124358,0.03246708,0.00041541734,0.9598412],"study_design_scores_gemma":[0.00067036395,0.000980603,0.0023725205,0.0064495075,0.000072963536,0.000019868548,0.00038254654,0.8373924,0.14553346,0.001739977,0.0035700742,0.00081572874],"about_ca_topic_score_codex":0.0000048930597,"about_ca_topic_score_gemma":6.377667e-7,"teacher_disagreement_score":0.95902544,"about_ca_system_score_codex":0.00011613622,"about_ca_system_score_gemma":0.000043952117,"threshold_uncertainty_score":0.35185677},"labels":[],"label_agreement":null},{"id":"W2325677247","doi":"10.1364/ofc.2016.w2a.22","title":"Photonic Integrated Circuits: a Study on Process Variations","year":2016,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic and Optical Devices","field":"Engineering","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; McGill University; Polytechnique Montréal","funders":"","keywords":"Electron-beam lithography; Lithography; Materials science; Photonic integrated circuit; Photonics; Silicon; Optoelectronics; Electronic circuit; Wavelength; Silicon photonics; Integrated circuit; Resonance (particle physics); Process (computing); Resist; Optics; Computer science; Nanotechnology; Engineering; Physics; Electrical engineering","score_opus":0.032647654147166735,"score_gpt":0.2755017871311373,"score_spread":0.24285413298397057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325677247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52207166,0.0001451632,0.022514064,0.0016467795,0.00014560534,0.0010816074,0.00004747784,0.0010289476,0.45131868],"genre_scores_gemma":[0.99858993,0.000074341246,0.00061904907,0.00006669081,0.000009882455,0.00018766984,0.000011214402,0.000022886003,0.00041831745],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99896103,0.000077287055,0.00029754182,0.00021155624,0.00020941145,0.00024319367],"domain_scores_gemma":[0.9982943,0.000488449,0.000032063203,0.00086798216,0.00019106265,0.00012616102],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000180545,0.00017756404,0.00019564136,0.00006360037,0.00010184892,0.00007771225,0.00061836414,0.000089963825,0.0010601762],"category_scores_gemma":[0.00017542554,0.00012340028,0.000037360736,0.00025498195,0.000101890415,0.00020190123,0.0000631406,0.00025822202,0.00092365],"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":[0.00012409705,0.0037369672,0.0020090246,0.0001691859,0.000778151,0.000017871822,0.006598668,0.001087563,0.029105302,0.6528825,0.00078313396,0.30270752],"study_design_scores_gemma":[0.021449631,0.0047542527,0.18347724,0.005544327,0.0011008179,0.00007515077,0.010838647,0.4095195,0.14247036,0.09234889,0.11923486,0.009186349],"about_ca_topic_score_codex":0.0000074541936,"about_ca_topic_score_gemma":0.00002529175,"teacher_disagreement_score":0.5605336,"about_ca_system_score_codex":0.000087623455,"about_ca_system_score_gemma":0.00006858723,"threshold_uncertainty_score":0.99985427},"labels":[],"label_agreement":null},{"id":"W2326439758","doi":"10.1364/ofc.2016.m3a.4","title":"Optimized 4 and 8 Dimensional Modulation Formats for Variable Capacity in Optical Networks","year":2016,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","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":"Ciena (Canada)","funders":"","keywords":"Modulation (music); Transmission (telecommunications); Phase-shift keying; Computer science; Spectral efficiency; Electronic engineering; Nonlinear system; Range (aeronautics); Optics; Telecommunications; Bit error rate; Physics; Materials science; Engineering; Acoustics","score_opus":0.03459083500711295,"score_gpt":0.22826738838505475,"score_spread":0.19367655337794182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326439758","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":[0.18426476,0.00020179036,0.80487996,0.0020425126,0.00009295502,0.00066283793,0.000014911802,0.0005409963,0.0072992514],"genre_scores_gemma":[0.64167625,0.00014977349,0.35799947,0.000022677255,0.000010955243,0.00007528785,0.000011623947,0.000014269823,0.000039658036],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989512,0.00003508655,0.00035546804,0.00019851589,0.00011688067,0.00034283387],"domain_scores_gemma":[0.99802494,0.0012080967,0.000029581002,0.00053959835,0.00010346924,0.00009434108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030633868,0.00016945916,0.00025032507,0.0000635899,0.00007511258,0.00005756923,0.00029897902,0.0002498557,0.00007631211],"category_scores_gemma":[0.00026322226,0.00013461086,0.00003107649,0.00014770239,0.00025633778,0.00031770262,0.00018836724,0.00024132038,0.000014869857],"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":[0.00009285786,0.00006820793,0.00024081292,0.000040600127,0.00003303443,4.95706e-7,0.000036239067,0.114036776,0.0017364884,0.8010927,0.00028268542,0.08233909],"study_design_scores_gemma":[0.0009233884,0.000036915077,0.0024060041,0.00014135009,0.000011309029,0.0000041272724,0.000008079592,0.9706715,0.00035291116,0.024500161,0.00071796833,0.00022633836],"about_ca_topic_score_codex":0.0000031090242,"about_ca_topic_score_gemma":0.0000051230804,"teacher_disagreement_score":0.8566347,"about_ca_system_score_codex":0.000076335746,"about_ca_system_score_gemma":0.000015103793,"threshold_uncertainty_score":0.5489271},"labels":[],"label_agreement":null},{"id":"W2327078399","doi":"10.1364/ofc.2016.w1j.2","title":"Towards a Fast Centralized Controller for Integrated Silicon Photonic Multistage MZI-based Switches","year":2016,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; McGill University","funders":"","keywords":"Photonics; Silicon photonics; Field-programmable gate array; Optical switch; Computer science; Pulse-width modulation; Voltage; Modulation (music); Electronic engineering; Scheduling (production processes); Optoelectronics; Materials science; Embedded system; Electrical engineering; Engineering; Physics","score_opus":0.02387235077922325,"score_gpt":0.24971198428530333,"score_spread":0.22583963350608008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327078399","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":[0.19783567,0.0010124914,0.759313,0.011225826,0.0002557507,0.0029596288,0.00035028215,0.004511258,0.022536118],"genre_scores_gemma":[0.9098747,0.00022094608,0.08900962,0.00007382549,0.0000116016645,0.0003664495,0.00004747696,0.00004228905,0.00035308945],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99858755,0.00005288481,0.00043468643,0.0002734959,0.00016402225,0.0004873838],"domain_scores_gemma":[0.9976142,0.0009888522,0.000055172048,0.0009433534,0.00026491648,0.0001335251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021138297,0.00028329235,0.00039777238,0.000072907664,0.00009465879,0.00010112256,0.00081326376,0.00026825603,0.0004585685],"category_scores_gemma":[0.00055104704,0.00020434761,0.00012401301,0.0001830889,0.00036677776,0.00015416808,0.00011413967,0.0002770293,0.00014449803],"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":[0.00040893297,0.00023652783,0.0002460117,0.00012704264,0.00020475972,0.0000018577905,0.000111653295,0.00074390287,0.13140748,0.1780396,0.0013937287,0.6870785],"study_design_scores_gemma":[0.00783365,0.0002478865,0.0014597663,0.00062293425,0.00010737308,0.00000325515,0.00014835807,0.76717955,0.14408755,0.007090395,0.07011126,0.0011080392],"about_ca_topic_score_codex":0.000010929576,"about_ca_topic_score_gemma":0.000026809535,"teacher_disagreement_score":0.7664356,"about_ca_system_score_codex":0.00015945024,"about_ca_system_score_gemma":0.00007155434,"threshold_uncertainty_score":0.8333054},"labels":[],"label_agreement":null},{"id":"W2327735863","doi":"10.1364/ofc.2016.w1i.1","title":"On Coded Modulation for Optical Transmission: Invited Tutorial, OFC 2016","year":2016,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Infineon Technologies (Canada)","funders":"","keywords":"Modulation (music); Computer science; Transmission (telecommunications); Physics; Telecommunications","score_opus":0.02884022101903769,"score_gpt":0.25332431890103846,"score_spread":0.22448409788200077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327735863","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":[0.09164034,0.00033454987,0.84321773,0.028582264,0.00046427766,0.0014664171,0.00005618142,0.002749556,0.031488664],"genre_scores_gemma":[0.8781207,0.00037180458,0.120755136,0.00009226931,0.000062708496,0.0001600189,0.000033172157,0.00004104999,0.00036311886],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986825,0.0000412066,0.0004126514,0.0002735322,0.00022687933,0.0003632465],"domain_scores_gemma":[0.9968527,0.0017351534,0.000037586422,0.001030559,0.00019635182,0.0001476702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021953281,0.00023488583,0.00027497247,0.00008030947,0.000116234965,0.000072762945,0.00062921096,0.0003293041,0.0002676448],"category_scores_gemma":[0.00042396013,0.00017143216,0.000084776344,0.00017303214,0.00026986553,0.0002147028,0.00009174616,0.000258088,0.0002273854],"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":[0.00012851504,0.00009599448,0.000008021771,0.000035295092,0.000043280263,6.314443e-7,0.00003380037,0.0015053466,0.021650165,0.6137098,0.007498632,0.3552905],"study_design_scores_gemma":[0.004616558,0.0007481082,0.0011802152,0.0013711326,0.00011379273,0.000007848821,0.000038811184,0.59378725,0.056820154,0.1797206,0.15997307,0.001622469],"about_ca_topic_score_codex":9.874219e-7,"about_ca_topic_score_gemma":0.0000016421421,"teacher_disagreement_score":0.78648037,"about_ca_system_score_codex":0.000102671496,"about_ca_system_score_gemma":0.000025679652,"threshold_uncertainty_score":0.69908005},"labels":[],"label_agreement":null},{"id":"W2328713999","doi":"10.1364/ofc.2016.m2j.1","title":"Nascent Line-side Modem Solutions for High Capacity Optical Networks","year":2016,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ciena (Canada)","funders":"","keywords":"Computer science; Line (geometry); Telecommunications; Mathematics","score_opus":0.055535847104984264,"score_gpt":0.24630618814200228,"score_spread":0.190770341037018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328713999","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":[0.03707442,0.0003874975,0.94178,0.008108213,0.00019373182,0.0005749284,0.000037714803,0.0014592721,0.010384251],"genre_scores_gemma":[0.8107637,0.0006511866,0.18799438,0.000051290892,0.000064324086,0.00020857835,0.000021719401,0.000036773403,0.00020803534],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982816,0.00004678761,0.0004626134,0.00029610135,0.00018568865,0.00072722184],"domain_scores_gemma":[0.9968259,0.0013366275,0.000041824685,0.0013447074,0.00026499675,0.00018594212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003144097,0.00026400562,0.00032035453,0.000056124052,0.0002225631,0.00008634581,0.00089284196,0.00036477065,0.00013624232],"category_scores_gemma":[0.0004467188,0.00020946706,0.00009996821,0.00018311349,0.00054067886,0.000226544,0.0003976412,0.0004343857,0.00017557506],"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":[0.000017938284,0.000063141095,0.000015888909,0.000017840535,0.000046348727,4.412713e-7,0.0000141266255,0.012087335,0.0012841828,0.9062663,0.00095157715,0.07923488],"study_design_scores_gemma":[0.0011394,0.000170468,0.0011646602,0.0003346595,0.00009422026,0.000009426292,0.000032292235,0.9001278,0.0055251666,0.08036413,0.010180546,0.00085718965],"about_ca_topic_score_codex":0.0000059660224,"about_ca_topic_score_gemma":0.0000326559,"teacher_disagreement_score":0.8880405,"about_ca_system_score_codex":0.00015708932,"about_ca_system_score_gemma":0.000030182266,"threshold_uncertainty_score":0.85418195},"labels":[],"label_agreement":null},{"id":"W2330828922","doi":"10.1364/ofc.2016.th2a.35","title":"Equalization-Enhanced Phase Noise in Stokes-Vector Direct Detection Systems","year":2016,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","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":"McGill University","funders":"","keywords":"Computer science; Noise (video); Equalization (audio); Phase noise; Control theory (sociology); Electronic engineering; Artificial intelligence; Telecommunications; Engineering; Channel (broadcasting)","score_opus":0.024499371192391626,"score_gpt":0.26195889005704037,"score_spread":0.23745951886464875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330828922","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4995221,0.0013160474,0.3989161,0.0011367102,0.00046665678,0.0010414646,0.00003249149,0.0030377393,0.0945307],"genre_scores_gemma":[0.9955301,0.0006525859,0.0033422112,0.000008809823,0.00002183802,0.00015972984,0.000009744409,0.000029199691,0.00024572475],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988035,0.00010154401,0.00041151227,0.00021288534,0.00016996611,0.00030056914],"domain_scores_gemma":[0.99825275,0.00061171845,0.00004581663,0.00088380545,0.0001270948,0.00007879973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021830665,0.0001814664,0.00024821554,0.00011576817,0.0000614028,0.000078087054,0.0004917509,0.00018932125,0.00015422664],"category_scores_gemma":[0.00035271217,0.000147238,0.00003620231,0.0003683243,0.00015961957,0.0002929728,0.000117765936,0.00022777855,0.00028956414],"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":[0.00009359773,0.00031267974,0.000121203906,0.0001318701,0.00007173288,0.0000038795524,0.0002609629,0.00993997,0.37124133,0.14833456,0.00025241563,0.4692358],"study_design_scores_gemma":[0.0055376827,0.00042307551,0.0027812696,0.0017381393,0.0000725725,0.00001160121,0.00032248587,0.679854,0.28374532,0.0042023472,0.01938251,0.0019290511],"about_ca_topic_score_codex":0.000012570702,"about_ca_topic_score_gemma":0.000055613364,"teacher_disagreement_score":0.669914,"about_ca_system_score_codex":0.00017222587,"about_ca_system_score_gemma":0.00001914376,"threshold_uncertainty_score":0.6004191},"labels":[],"label_agreement":null},{"id":"W2332046877","doi":"10.1364/ofc.2016.th3h.2","title":"Fiber-optics Reconfigurable Arbitrary (Complex) Picosecond Pulse Shaping/Coding by Time-domain Amplitude-only Spectrum Modulation","year":2016,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Pulse shaping; Optics; Time domain; Coding (social sciences); Computer science; Picosecond; Ultrashort pulse; Optical fiber; Physics; Modulation (music); Pulse-amplitude modulation; Electronic engineering; Pulse (music); Engineering; Mathematics; Acoustics; Laser","score_opus":0.034696813372536675,"score_gpt":0.24163937699739726,"score_spread":0.20694256362486058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2332046877","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":[0.36337414,0.000892358,0.065555915,0.016071808,0.00021900426,0.0012752409,0.00019111582,0.004141792,0.5482786],"genre_scores_gemma":[0.925671,0.00055268244,0.0709589,0.00009667774,0.000050003033,0.00005453512,0.00011881136,0.00007635975,0.0024210324],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99781513,0.00009849398,0.00067898154,0.00044354107,0.00028617855,0.00067765894],"domain_scores_gemma":[0.99716544,0.0008236794,0.00010097512,0.0015879658,0.00012227915,0.00019964536],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003447998,0.00039108426,0.0004382263,0.00011879908,0.00020872733,0.00023398065,0.0011086289,0.000345614,0.006332933],"category_scores_gemma":[0.00017591147,0.00034937076,0.00010100732,0.0002934121,0.0003928444,0.0005590297,0.00023922302,0.0005519232,0.0022747517],"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":[0.00006619963,0.0002604375,0.0002405695,0.00013620857,0.00024299344,0.0000070399974,0.00014440279,0.0008711586,0.13352981,0.5250713,0.012250323,0.32717955],"study_design_scores_gemma":[0.0039424207,0.00058631256,0.009741997,0.0016985397,0.00018117354,0.00013612253,0.00019540692,0.43991607,0.048368264,0.34137157,0.14905004,0.0048120967],"about_ca_topic_score_codex":0.000006968097,"about_ca_topic_score_gemma":0.000012104625,"teacher_disagreement_score":0.56229687,"about_ca_system_score_codex":0.00020608882,"about_ca_system_score_gemma":0.000047674566,"threshold_uncertainty_score":0.9998958},"labels":[],"label_agreement":null},{"id":"W2334668353","doi":"10.1364/ofc.2016.w3e.4","title":"Versatile Fiber-Optics Pulse Repetition-Rate Multipliers Based on Temporal Self-Imaging","year":2016,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Fiber Laser Technologies","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 National de la Recherche Scientifique","funders":"","keywords":"Repetition (rhetorical device); Multiplication (music); Computer science; Optics; Integer (computer science); Pulse (music); Optical fiber; Electronic engineering; Physics; Engineering; Acoustics","score_opus":0.015927352150674506,"score_gpt":0.2539122767950392,"score_spread":0.2379849246443647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334668353","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":[0.096153714,0.00006376806,0.23462585,0.03626336,0.00023350632,0.0015967101,0.00039575275,0.0023425454,0.6283248],"genre_scores_gemma":[0.9160209,0.000007601956,0.08156048,0.00012470843,0.000030397407,0.00009849156,0.000088542576,0.0000302119,0.0020387087],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99853873,0.00012009987,0.00035873926,0.0004058264,0.00021034632,0.00036625387],"domain_scores_gemma":[0.99691445,0.0008790747,0.00017242941,0.0016763413,0.0002359509,0.00012176479],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020615346,0.00026337945,0.00023132825,0.000088844274,0.00024586692,0.000096629046,0.0007251592,0.00008276872,0.003403644],"category_scores_gemma":[0.00011155021,0.00021268742,0.00009246616,0.00017630043,0.0003313822,0.0003279231,0.00025163702,0.0003420023,0.0012638248],"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":[0.00021295619,0.0011033562,0.018267227,0.00004222782,0.00015157541,0.00000858733,0.00031485353,0.0009937102,0.0053997734,0.5085216,0.0022690725,0.46271503],"study_design_scores_gemma":[0.01741444,0.00094034843,0.026902556,0.0031131739,0.0004924601,0.000007928517,0.0026147529,0.24363957,0.18166798,0.23500207,0.28158033,0.0066243983],"about_ca_topic_score_codex":0.00002216864,"about_ca_topic_score_gemma":0.0000029639457,"teacher_disagreement_score":0.81986713,"about_ca_system_score_codex":0.00009278766,"about_ca_system_score_gemma":0.00010823658,"threshold_uncertainty_score":0.9995138},"labels":[],"label_agreement":null},{"id":"W2334768277","doi":"10.1364/ofc.2016.m2b.6","title":"Silicon-Based On-Chip Microdisk Resonators for Integrated Microwave Photonic Applications","year":2016,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Photonic Communication Systems","field":"Engineering","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 Ottawa","funders":"","keywords":"Resonator; Whispering-gallery wave; Photonics; Q factor; Optoelectronics; Microwave; Materials science; Silicon photonics; Chip; Silicon; Computer science; Engineering; Electrical engineering; Telecommunications","score_opus":0.02417776765876606,"score_gpt":0.2622583162060073,"score_spread":0.23808054854724126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334768277","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":[0.015795475,0.0011607382,0.9017764,0.0041104606,0.00015281246,0.0036509812,0.0004382559,0.0013910682,0.07152385],"genre_scores_gemma":[0.952416,0.00021593382,0.044113558,0.00015821657,0.000018932751,0.0020673526,0.00014616588,0.000070603906,0.00079321227],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838907,0.0001267515,0.00057643297,0.0003517677,0.00018744258,0.00036853596],"domain_scores_gemma":[0.9944029,0.0021355648,0.00011056878,0.0027920306,0.00038529234,0.00017366432],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032203257,0.00030190803,0.00031721825,0.00012922581,0.00020924544,0.00007454246,0.0013031191,0.00018178485,0.00033493625],"category_scores_gemma":[0.00016998584,0.00024967987,0.00012840293,0.0002957069,0.00028687448,0.00013392365,0.000111219655,0.00031779867,0.0004405711],"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":[0.00031021278,0.0005432914,0.0002848774,0.0002654629,0.00021360652,8.1503384e-7,0.00047344613,0.0037665584,0.3309204,0.22912256,0.0042845747,0.4298142],"study_design_scores_gemma":[0.0023349994,0.00011250744,0.00029910821,0.00056807935,0.00004896095,0.0000059166764,0.00014666922,0.0710462,0.1685395,0.006965798,0.7489706,0.00096162385],"about_ca_topic_score_codex":0.0000074737304,"about_ca_topic_score_gemma":0.000034479555,"teacher_disagreement_score":0.93662053,"about_ca_system_score_codex":0.00029119028,"about_ca_system_score_gemma":0.00014351044,"threshold_uncertainty_score":0.9999955},"labels":[],"label_agreement":null},{"id":"W2335001767","doi":"10.1364/ofc.2016.w4a.4","title":"Advanced DSP for Single-Carrier 400-Gb/s PDM-16QAM","year":2016,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","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":"Huawei Technologies (Canada)","funders":"","keywords":"Baud; Digital signal processing; Quadrature amplitude modulation; Computer science; Electronic engineering; Carrier recovery; Carrier signal; Computer hardware; Telecommunications; Engineering; Bit error rate; Transmission (telecommunications); Decoding methods","score_opus":0.031719897133000004,"score_gpt":0.24100332983083228,"score_spread":0.20928343269783228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335001767","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":[0.207394,0.0022572083,0.3581533,0.026098369,0.000788923,0.0027118716,0.00021431166,0.0076533672,0.39472863],"genre_scores_gemma":[0.86383593,0.00026578025,0.13477658,0.00004934362,0.000028090473,0.00018605091,0.0000146394705,0.00004062552,0.0008029738],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988258,0.000030017973,0.00033858963,0.00024113286,0.00015133595,0.0004131254],"domain_scores_gemma":[0.99742067,0.0009276916,0.000038935934,0.0012853864,0.00020843704,0.00011887417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001452215,0.00021387753,0.00024982324,0.000054050644,0.00009854719,0.00006963515,0.0008380812,0.0002172599,0.00033988646],"category_scores_gemma":[0.00050250127,0.00016775478,0.00007631451,0.0001609586,0.00033068375,0.00026248113,0.00023296864,0.0002175637,0.00024636486],"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":[0.000042665884,0.00007349292,0.00007657257,0.000047036752,0.000054518954,8.928288e-7,0.000053464464,0.0002807032,0.050276563,0.337659,0.001997244,0.6094378],"study_design_scores_gemma":[0.0039959894,0.00068303384,0.0016102591,0.0011158237,0.0001419788,0.000024794532,0.00022580916,0.044777486,0.14282165,0.103475235,0.69874144,0.0023864955],"about_ca_topic_score_codex":6.4594593e-7,"about_ca_topic_score_gemma":0.0000050487943,"teacher_disagreement_score":0.6967442,"about_ca_system_score_codex":0.000098940356,"about_ca_system_score_gemma":0.000021890664,"threshold_uncertainty_score":0.6840841},"labels":[],"label_agreement":null},{"id":"W2335715647","doi":"10.1364/ofc.2016.tu2f.4","title":"Programmable Multi-Ring Butterworth Filters with Automated Resonance and Coupling Tuning","year":2016,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Butterworth filter; Bandwidth (computing); Computer science; Optical filter; Fabrication; Electronic engineering; Crosstalk; Filter (signal processing); Low-pass filter; Materials science; Prototype filter; Optoelectronics; Engineering; Telecommunications; Computer vision","score_opus":0.023331293007489488,"score_gpt":0.24138486744985488,"score_spread":0.2180535744423654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335715647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87056845,0.002523134,0.09377356,0.001690099,0.0000649811,0.0006843041,0.00002190082,0.0031533674,0.027520213],"genre_scores_gemma":[0.9320252,0.000472739,0.067153394,0.00002861948,0.0000057134102,0.000048488637,0.000006525893,0.000023204157,0.00023610888],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99916804,0.000017552538,0.00020524538,0.00019220749,0.00012455905,0.0002924008],"domain_scores_gemma":[0.9990183,0.0002527962,0.00003025161,0.00048134473,0.000086306696,0.00013101067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013448868,0.0001578921,0.00017301267,0.000032538723,0.00011504628,0.00010612826,0.0002831009,0.000070797534,0.0000653973],"category_scores_gemma":[0.000034061024,0.00011003574,0.000017292141,0.00011411594,0.00021526375,0.0002662118,0.00011782372,0.00017369681,0.000049027625],"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":[0.00036500694,0.00047723358,0.026902791,0.0009716023,0.00056647876,0.00006817687,0.0026323223,0.011305976,0.09331165,0.18166012,0.0003798603,0.6813588],"study_design_scores_gemma":[0.000736172,0.00004414013,0.009538101,0.0007256895,0.000020282589,0.000011127343,0.000049316663,0.9800178,0.003066312,0.00007599931,0.0053971326,0.00031795632],"about_ca_topic_score_codex":0.00001528735,"about_ca_topic_score_gemma":0.000041049097,"teacher_disagreement_score":0.9687118,"about_ca_system_score_codex":0.000037056845,"about_ca_system_score_gemma":0.000022397886,"threshold_uncertainty_score":0.44871274},"labels":[],"label_agreement":null},{"id":"W2463323325","doi":"","title":"Recovery Initiating Strategies for Dynamic Restoration in Wavelength-Routed WDM Networks","year":2005,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Backup; Survivability; Provisioning; Computer network; Computer science; Spare part; Service recovery; Dynamic network analysis; Intelligent Network; Adaptive routing; Service (business); Network topology; Distributed computing; Routing (electronic design automation); Engineering; Routing protocol","score_opus":0.024509745008436157,"score_gpt":0.268494107868806,"score_spread":0.24398436286036984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2463323325","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":[0.07650891,0.0009633717,0.9001331,0.0016681663,0.00010251766,0.00069822907,0.000011006972,0.0011473608,0.01876737],"genre_scores_gemma":[0.6969442,0.00069953693,0.3020287,0.000037705347,0.000022720196,0.00013154348,0.000070897026,0.00002385756,0.00004089817],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998851,0.00004449538,0.00045446007,0.00020060521,0.00010270244,0.00034676463],"domain_scores_gemma":[0.9983674,0.0007588801,0.000055594086,0.00064556097,0.00012295351,0.00004957641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021332117,0.00018723658,0.00022404225,0.00008931804,0.000094192066,0.00012258835,0.00045278284,0.00023940479,0.000040499686],"category_scores_gemma":[0.0002297809,0.00020672355,0.00004185609,0.00026378845,0.00012849076,0.0006748833,0.000109678775,0.0005164793,0.000027729046],"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":[0.000027269762,0.000032805714,0.000020652165,0.000025319963,0.000014341215,5.0689783e-7,0.00010714408,0.516175,0.00035938167,0.088908024,0.000103834594,0.39422575],"study_design_scores_gemma":[0.00029362753,0.00004033291,0.00057323225,0.000104663886,0.000007899684,0.0000015531105,0.00026664403,0.980775,0.00009235979,0.015435135,0.0021593785,0.00025018287],"about_ca_topic_score_codex":0.000002535316,"about_ca_topic_score_gemma":0.00027570972,"teacher_disagreement_score":0.62043524,"about_ca_system_score_codex":0.00019179298,"about_ca_system_score_gemma":0.00003761542,"threshold_uncertainty_score":0.84299415},"labels":[],"label_agreement":null},{"id":"W2476369785","doi":"","title":"Achieving Fast Fault Detection and Localization in All-Optical Networks","year":2005,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Communications Research Centre Canada; Carleton University","funders":"","keywords":"Fault detection and isolation; Computer science; Network packet; Fault (geology); Real-time computing; Computer network; Artificial intelligence; Seismology; Geology","score_opus":0.01962355430400975,"score_gpt":0.24222837011994844,"score_spread":0.2226048158159387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476369785","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":[0.45248142,0.0017631607,0.5055194,0.0030438202,0.00010141262,0.00055744563,0.0000022236673,0.0015322814,0.034998856],"genre_scores_gemma":[0.95861846,0.0012216469,0.03992186,0.00009059745,0.000034392036,0.000040092902,0.0000135737,0.000025255444,0.000034135697],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998907,0.00005210231,0.00036335274,0.00021439328,0.00013652514,0.00032659023],"domain_scores_gemma":[0.99896663,0.00029494154,0.00002777689,0.00054923753,0.00006629952,0.000095083655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020739499,0.0001838554,0.00020438226,0.000093050294,0.00007863436,0.00012031314,0.00033196821,0.00028042242,0.000070583446],"category_scores_gemma":[0.00013860135,0.0001939905,0.00002600199,0.00027618042,0.00022393969,0.00030355266,0.00021321638,0.0006210881,0.00006618905],"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":[0.000018007786,0.00006350852,0.00069850846,0.000028343073,0.000023487997,0.0000014367523,0.00014153981,0.24451551,0.0013194318,0.047974728,0.00007849675,0.705137],"study_design_scores_gemma":[0.00023527372,0.000028548353,0.0033033423,0.00007464811,0.000013511631,0.000007304376,0.00006009248,0.98926306,0.0007118,0.0004000719,0.005670598,0.00023172208],"about_ca_topic_score_codex":0.0000060371763,"about_ca_topic_score_gemma":0.00020842148,"teacher_disagreement_score":0.7447476,"about_ca_system_score_codex":0.00010491599,"about_ca_system_score_gemma":0.000007962743,"threshold_uncertainty_score":0.79107034},"labels":[],"label_agreement":null},{"id":"W2481926320","doi":"","title":"Optical Ethernet is Evolving as a Delivery Vehicle for Retail Metro Services","year":2006,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Carrier Ethernet; Metro Ethernet; Ethernet over PDH; Connection-oriented Ethernet; Telecommunications; Ethernet; ATA over Ethernet; Computer network; Service provider; Computer science; Business; Service (business); Ethernet flow control; Marketing","score_opus":0.018982634753959372,"score_gpt":0.24307195405723767,"score_spread":0.2240893193032783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2481926320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6342208,0.0074455496,0.13247705,0.006900678,0.00017602294,0.001448403,0.000063624655,0.00398907,0.21327886],"genre_scores_gemma":[0.7629696,0.00019971092,0.23597114,0.00013237365,0.000034766643,0.00010723956,0.000041508516,0.000040954867,0.0005027166],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99857384,0.000029489696,0.00041278353,0.00029875035,0.00022422937,0.0004608827],"domain_scores_gemma":[0.997682,0.0008387675,0.00004878904,0.0010578794,0.00027736975,0.00009520364],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017468237,0.0002529743,0.0002978897,0.00006566152,0.00015339254,0.00015510623,0.0009031587,0.00027989768,0.00043427068],"category_scores_gemma":[0.00010802666,0.0002573898,0.000094112635,0.00024648316,0.00025097546,0.00033346514,0.0002889531,0.0004464283,0.0003279242],"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":[0.00015247506,0.00031651283,0.0010953139,0.00048517928,0.00023468673,0.000008690501,0.00035306206,0.018535102,0.02327799,0.7392239,0.0039964076,0.2123207],"study_design_scores_gemma":[0.0010000258,0.00017527868,0.001958344,0.00028472234,0.000112776506,0.000008120239,0.00039645444,0.8280885,0.022740707,0.09827858,0.045965448,0.0009909986],"about_ca_topic_score_codex":0.000034709847,"about_ca_topic_score_gemma":0.000067598354,"teacher_disagreement_score":0.80955344,"about_ca_system_score_codex":0.00009951102,"about_ca_system_score_gemma":0.000024285695,"threshold_uncertainty_score":0.99998784},"labels":[],"label_agreement":null},{"id":"W2489657967","doi":"","title":"Electrical Domain Compensation of Optical Dispersion","year":2005,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":99,"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":"Dispersion (optics); Context (archaeology); Compensation (psychology); Equalization (audio); Optical performance monitoring; Transmission (telecommunications); Polarization mode dispersion; Optics; Computer science; Electronic engineering; Optoelectronics; Physics; Telecommunications; Wavelength-division multiplexing; Engineering; Decoding methods","score_opus":0.01696080843259661,"score_gpt":0.2356095094566184,"score_spread":0.21864870102402179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2489657967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78300565,0.0009349704,0.04986613,0.0053148232,0.0000656614,0.00044403606,0.0000058663736,0.0011286355,0.1592342],"genre_scores_gemma":[0.78585136,0.00029298692,0.21370786,0.000025414663,0.000022066557,0.000015864352,0.000016923752,0.000016790182,0.000050744868],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99881864,0.00004903263,0.0004235467,0.00017019134,0.00024964206,0.0002889492],"domain_scores_gemma":[0.9984872,0.0004281692,0.000040078183,0.0008110813,0.00013392167,0.00009959577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019318699,0.00016692863,0.00026121698,0.00008136553,0.0000652869,0.000040846862,0.00061735325,0.00021290312,0.00034845687],"category_scores_gemma":[0.00012885894,0.0001624736,0.0000650897,0.00029806234,0.00026314563,0.00018848045,0.00018760073,0.00045429982,0.00029447334],"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":[0.000023180735,0.00012658791,0.00014844393,0.000022237295,0.00002935686,6.408943e-7,0.00008729681,0.0027528193,0.012666958,0.8082548,0.000606542,0.17528115],"study_design_scores_gemma":[0.0013994508,0.00030453087,0.009095559,0.00025467828,0.00008597471,0.000026890624,0.00019334367,0.8518069,0.06411833,0.022679372,0.04896297,0.0010720417],"about_ca_topic_score_codex":0.0000018086984,"about_ca_topic_score_gemma":0.000008125006,"teacher_disagreement_score":0.84905404,"about_ca_system_score_codex":0.000095681586,"about_ca_system_score_gemma":0.000020809593,"threshold_uncertainty_score":0.6625481},"labels":[],"label_agreement":null},{"id":"W2490359003","doi":"","title":"New Horizons for the Power Meter and the OLTS","year":2005,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Power Line Communications and Noise","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Exfo Electro-Optical Engineering (Canada)","funders":"","keywords":"Metre; Power (physics); Nothing; Electricity meter; Computer science; Set (abstract data type); Insertion loss; Reliability engineering; Power loss; Electrical engineering; Engineering; Physics; Voltage","score_opus":0.022206262647332876,"score_gpt":0.2528000884028516,"score_spread":0.23059382575551873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2490359003","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":[0.010784403,0.031981733,0.4748791,0.21514589,0.00028155217,0.002411693,0.000044910117,0.0006037198,0.263867],"genre_scores_gemma":[0.9455137,0.0019107359,0.05063108,0.00024484505,0.000036714402,0.000121648045,0.000009028224,0.000016323882,0.0015158714],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994192,0.000058104433,0.00020395145,0.00008851021,0.00008066216,0.0001495369],"domain_scores_gemma":[0.99672675,0.0017018879,0.000025132586,0.0013953794,0.00008353725,0.000067292654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033546827,0.00010931485,0.00012221393,0.000019447903,0.0002544427,0.00012785672,0.00084624626,0.000051978648,0.0002656007],"category_scores_gemma":[0.000117990545,0.00006464354,0.000055467583,0.000084600724,0.00021618481,0.00012318314,0.00021166481,0.0002465095,0.00006763221],"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":[0.00005896026,0.00003092994,0.000011698747,0.000008582438,0.000113547685,4.296965e-8,0.0012127777,0.00043823489,0.00030291965,0.70568407,0.019149067,0.27298915],"study_design_scores_gemma":[0.0011771712,0.000022039116,0.0008224051,0.000026317115,0.00007134353,0.00000506114,0.00010668199,0.09256801,0.0004909614,0.004639039,0.89988136,0.00018963427],"about_ca_topic_score_codex":0.000014200867,"about_ca_topic_score_gemma":0.0000613641,"teacher_disagreement_score":0.93472934,"about_ca_system_score_codex":0.00001614485,"about_ca_system_score_gemma":0.000027530428,"threshold_uncertainty_score":0.29081416},"labels":[],"label_agreement":null},{"id":"W2501374292","doi":"","title":"IP Frame Switching: A Third-Generation SONET Technology","year":2005,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Synchronous optical networking; Computer network; Ethernet over SDH; Computer science; Optical mesh network; Provisioning; Telecommunications; Wireless mesh network; Ethernet","score_opus":0.02591314189909521,"score_gpt":0.2529855754557104,"score_spread":0.22707243355661516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2501374292","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":[0.18009911,0.0036260535,0.67547333,0.027117928,0.00019295065,0.0007264316,0.000009153785,0.0074797072,0.105275325],"genre_scores_gemma":[0.6764024,0.0004830021,0.3227129,0.000084194886,0.000048188707,0.00006330985,0.000016984188,0.00002320955,0.00016586219],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988603,0.000027671342,0.00035805805,0.00023397098,0.0001627733,0.00035720953],"domain_scores_gemma":[0.99838585,0.00016010438,0.00004161905,0.0012047625,0.00012861323,0.00007906725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012873679,0.00021234929,0.0002296413,0.00012539761,0.00014215973,0.00008412225,0.00080268667,0.00036345568,0.0002170826],"category_scores_gemma":[0.00020095886,0.0002160116,0.000041211595,0.00037222836,0.00021050902,0.00029877745,0.0002720973,0.0008044179,0.00066032325],"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":[0.00000640745,0.000069010515,0.000051936655,0.000014718207,0.00003760366,0.0000012793244,0.000119782555,0.02558806,0.022325674,0.50896007,0.0016015087,0.44122398],"study_design_scores_gemma":[0.00040492974,0.000066898705,0.00018431497,0.000084056504,0.000028514267,0.000019150733,0.00013528953,0.83956933,0.017825695,0.03344441,0.10759991,0.00063752726],"about_ca_topic_score_codex":0.0000014871334,"about_ca_topic_score_gemma":0.000031705018,"teacher_disagreement_score":0.81398124,"about_ca_system_score_codex":0.00009712362,"about_ca_system_score_gemma":0.000021230788,"threshold_uncertainty_score":0.88086975},"labels":[],"label_agreement":null},{"id":"W2503844312","doi":"","title":"Characterizing Laser Spectra in MM Fibers: Not as Easy as You May Think","year":2005,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Exfo Electro-Optical Engineering (Canada)","funders":"","keywords":"Monochromator; Speckle pattern; Optics; Multi-mode optical fiber; Coherence (philosophical gambling strategy); Laser; Spectral line; Optical fiber; Computer science; Fiber laser; Interference (communication); Telecommunications; Materials science; Physics; Wavelength","score_opus":0.027359315563107937,"score_gpt":0.2622982541071203,"score_spread":0.23493893854401238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2503844312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74763495,0.00037869124,0.0000806703,0.0073264022,0.00011703251,0.00025125814,0.000011035498,0.00032361748,0.24387631],"genre_scores_gemma":[0.9864117,0.00052575365,0.010290675,0.0009452852,0.00008323526,0.0000284071,0.00005384659,0.000038207436,0.001622926],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856645,0.000069130736,0.00044449474,0.0002769075,0.00024161565,0.00040143201],"domain_scores_gemma":[0.9984243,0.00032111892,0.0000450321,0.00093285163,0.000081513404,0.00019516761],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023935258,0.00025138375,0.00029064895,0.00009185257,0.00008082026,0.00019935683,0.00070145034,0.00019044171,0.0026614482],"category_scores_gemma":[0.00013228205,0.00025275807,0.00007196941,0.00021020666,0.00012860559,0.000536084,0.00015185983,0.0006270637,0.0029502227],"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":[0.0003378495,0.0010383403,0.0014968062,0.0003922384,0.0002973258,0.00008843021,0.008574883,0.0044529326,0.17565408,0.586859,0.0023759215,0.2184322],"study_design_scores_gemma":[0.0028828145,0.0002707442,0.020357892,0.0011742702,0.00013003046,0.00009236071,0.0011767404,0.11484668,0.39952388,0.00796574,0.44873384,0.002845012],"about_ca_topic_score_codex":0.00006920243,"about_ca_topic_score_gemma":0.00008144762,"teacher_disagreement_score":0.57889324,"about_ca_system_score_codex":0.00011293936,"about_ca_system_score_gemma":0.000046741414,"threshold_uncertainty_score":0.9999925},"labels":[],"label_agreement":null},{"id":"W2507651753","doi":"","title":"On coded modulation for optical transmission","year":2016,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Infineon Technologies (Canada)","funders":"","keywords":"Forward error correction; Computer science; Modulation (music); Decoding methods; Encoding (memory); Link adaptation; Offset (computer science); Transmission (telecommunications); Electronic engineering; Nonlinear system; Telecommunications; Computer network; Fading; Engineering; Artificial intelligence; Physics","score_opus":0.029796721159570504,"score_gpt":0.255329125137191,"score_spread":0.22553240397762053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2507651753","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":[0.08064532,0.00011400321,0.8665782,0.008205894,0.0000862657,0.0006333085,0.00001667841,0.0013767761,0.042343505],"genre_scores_gemma":[0.852918,0.00018901881,0.14637242,0.000036602534,0.000016246111,0.00010559279,0.00001612703,0.000027436447,0.00031853307],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99903095,0.00002315664,0.00028675608,0.00020640799,0.00016594272,0.0002867921],"domain_scores_gemma":[0.9977167,0.0012511555,0.000022461269,0.0007817649,0.00012216695,0.000105736166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015465876,0.00017266665,0.00019015117,0.00005647974,0.00008948131,0.000047734105,0.00047623276,0.00021980223,0.00026162356],"category_scores_gemma":[0.00023873977,0.00012520165,0.00006497017,0.00011263054,0.00019144578,0.00015280228,0.00006214919,0.0001895872,0.00022966585],"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":[0.000038839633,0.00003649478,0.0000045649704,0.000015361915,0.000013022867,2.0318365e-7,0.000013953613,0.0012262566,0.00899595,0.596242,0.00060433755,0.392809],"study_design_scores_gemma":[0.0020901677,0.00041248818,0.0013694989,0.00062307046,0.00004940787,0.00000475533,0.000024649118,0.7268248,0.045445934,0.1898099,0.032485165,0.00086014543],"about_ca_topic_score_codex":3.899312e-7,"about_ca_topic_score_gemma":0.0000012992068,"teacher_disagreement_score":0.7722727,"about_ca_system_score_codex":0.000072035094,"about_ca_system_score_gemma":0.000014780856,"threshold_uncertainty_score":0.51055753},"labels":[],"label_agreement":null},{"id":"W2516504847","doi":"10.1364/ofc.2016.tu3e.1","title":"Post-fabrication Trimming of Silicon Photonic Circuits by Femtosecond Laser Pulses","year":2016,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Trimming; Femtosecond; Fabrication; Photonics; Materials science; Optoelectronics; Photonic integrated circuit; Silicon; Laser; Silicon photonics; Electronic circuit; Optics; Computer science; Electrical engineering; Engineering; Physics","score_opus":0.01661176333564842,"score_gpt":0.23255743129081782,"score_spread":0.2159456679551694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2516504847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84851474,0.0015552243,0.004074785,0.0011353383,0.00010071132,0.0003853286,0.00012892457,0.00027391387,0.14383106],"genre_scores_gemma":[0.9973953,0.00076209556,0.0007232527,0.00007313967,0.000010424001,0.0000455881,0.000046692716,0.000023549985,0.0009199602],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99887216,0.00005999649,0.00042491898,0.00019972236,0.0001835681,0.00025962142],"domain_scores_gemma":[0.9980527,0.000650459,0.000073491276,0.00081973756,0.00027647906,0.0001271315],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017784777,0.00017293093,0.00025874723,0.00005636095,0.00006082236,0.00003945137,0.00058297825,0.00013389837,0.0015033204],"category_scores_gemma":[0.00021755297,0.00013788026,0.000065940876,0.0001458435,0.00019986469,0.00031518462,0.000098682875,0.00017054741,0.00029029665],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019144954,0.00012240115,0.00016642814,0.00010209862,0.00007335399,4.908331e-7,0.00020229336,0.000025729358,0.8045207,0.017705765,0.0004975237,0.17656405],"study_design_scores_gemma":[0.0010637428,0.00011969278,0.00624053,0.00033767745,0.00006485556,0.000005849147,0.00012512556,0.008096676,0.95837224,0.0015220655,0.02347203,0.00057952036],"about_ca_topic_score_codex":0.000018843331,"about_ca_topic_score_gemma":0.000014352753,"teacher_disagreement_score":0.17598453,"about_ca_system_score_codex":0.00006384809,"about_ca_system_score_gemma":0.000049574945,"threshold_uncertainty_score":0.99940944},"labels":[],"label_agreement":null},{"id":"W2591959925","doi":"10.1364/ofc.2017.w3b.4","title":"280-Gb/s 320-km Transmission of Polarization-Division Multiplexed QAM-PAM with Stokes Vector Receiver","year":2017,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","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":"Ciena (Canada); McGill University","funders":"","keywords":"Stokes parameters; Quadrature amplitude modulation; Transmission (telecommunications); Polarization-division multiplexing; Multiplexing; Computer science; QAM; Modulation (music); Polarization (electrochemistry); Optical performance monitoring; Electronic engineering; Optics; Telecommunications; Wavelength-division multiplexing; Physics; Bit error rate; Engineering; Channel (broadcasting); Wavelength; Scattering; Acoustics; Chemistry","score_opus":0.022050046826824585,"score_gpt":0.24444369749106482,"score_spread":0.22239365066424022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2591959925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79509217,0.0009906333,0.08989297,0.006922473,0.0002157868,0.0013905439,0.00005522977,0.0017374108,0.10370281],"genre_scores_gemma":[0.87460065,0.00038018756,0.12457241,0.000009551548,0.000009141489,0.000020467329,0.00003902648,0.000027883805,0.00034070222],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988536,0.000051909232,0.00034890836,0.00021829068,0.00026683538,0.0002604555],"domain_scores_gemma":[0.9974354,0.00029104852,0.00011288426,0.0017808871,0.0002726816,0.00010713515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001575197,0.0002159185,0.0003012686,0.00006750441,0.00029663852,0.00015356748,0.0012353444,0.00023064925,0.00045491883],"category_scores_gemma":[0.0002434259,0.00018384693,0.00005265368,0.00012418955,0.00052388106,0.00042566852,0.0002154247,0.0004343048,0.00011984227],"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":[0.0003328644,0.0005951222,0.011338704,0.00049796625,0.000334651,0.000008845217,0.0010720055,0.013040643,0.1820856,0.20145722,0.0010442613,0.5881921],"study_design_scores_gemma":[0.0033801936,0.0005945638,0.25606295,0.002135596,0.00019183579,0.000010889461,0.0002451527,0.58285725,0.11476894,0.0040149256,0.034012005,0.0017257195],"about_ca_topic_score_codex":0.000024517394,"about_ca_topic_score_gemma":0.000016535667,"teacher_disagreement_score":0.5864664,"about_ca_system_score_codex":0.000038519287,"about_ca_system_score_gemma":0.00003387441,"threshold_uncertainty_score":0.74970603},"labels":[],"label_agreement":null},{"id":"W2591986215","doi":"10.1364/ofc.2017.th3i.6","title":"Correlation Properties of the Phase Noise Between Pairs of Lines in a Quantum-Dot Optical Frequency Comb Source","year":2017,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Fiber Laser Technologies","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":"Ciena (Canada); Queen's University","funders":"","keywords":"Phase noise; Optical frequency comb; Quantum dot; Frequency comb; Physics; Quadrature (astronomy); Optoelectronics; Quantum dot laser; Noise (video); Phase (matter); Optics; Laser; Materials science; Semiconductor laser theory; Quantum mechanics; Computer science","score_opus":0.05711257775472739,"score_gpt":0.302237548414897,"score_spread":0.24512497066016958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2591986215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808769,0.00007719277,0.011096913,0.0019022315,0.000025131516,0.00034298003,0.00002434633,0.000031762745,0.005622508],"genre_scores_gemma":[0.994413,0.000010834049,0.0053622974,0.0000049300565,0.00001405544,0.000039343697,0.000016375994,0.00001211834,0.00012703458],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988633,0.00008904139,0.00050967355,0.0001791021,0.00018358379,0.00017533182],"domain_scores_gemma":[0.9972603,0.0002422844,0.0004155163,0.0018041919,0.00023952658,0.000038200054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019325712,0.00014943327,0.000317674,0.000044235912,0.00020429627,0.000045990357,0.0013820955,0.000094381365,0.000057012585],"category_scores_gemma":[0.00029273372,0.00011162926,0.00008068165,0.00010134954,0.001089085,0.00026886523,0.0005881249,0.00041964778,0.000011110339],"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":[0.00008615753,0.00085767364,0.31182334,0.000085923515,0.00008365569,2.8382405e-7,0.0010048794,0.00054895034,0.038252868,0.54537296,0.000021444233,0.10186186],"study_design_scores_gemma":[0.0063012186,0.00045524916,0.26946038,0.002645147,0.0002606819,0.0000016683995,0.0027588222,0.050506424,0.52788246,0.13756165,0.0010051912,0.0011611086],"about_ca_topic_score_codex":0.00023992972,"about_ca_topic_score_gemma":0.000021550142,"teacher_disagreement_score":0.4896296,"about_ca_system_score_codex":0.000018699267,"about_ca_system_score_gemma":0.00008557768,"threshold_uncertainty_score":0.45521092},"labels":[],"label_agreement":null},{"id":"W2592324554","doi":"10.1364/ofc.2017.th2a.37","title":"Co-design of a Low-latency Centralized Controller for Silicon Photonic Multistage MZI-based Switches","year":2017,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; McGill University","funders":"","keywords":"Field-programmable gate array; Photonics; Computer science; Latency (audio); Payload (computing); Silicon photonics; Scheduling (production processes); Optical switch; Embedded system; Controller (irrigation); Electronic engineering; Engineering; Computer network; Materials science; Optoelectronics; Telecommunications","score_opus":0.04510936142515597,"score_gpt":0.28718650171477356,"score_spread":0.24207714028961758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592324554","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":[0.2861547,0.00162487,0.6669692,0.004216738,0.00028070813,0.006070507,0.00021459574,0.0022920498,0.032176655],"genre_scores_gemma":[0.90266734,0.00024452477,0.09667054,0.000022713179,0.000008518171,0.00021449187,0.000024211944,0.00003233561,0.00011534713],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99872464,0.000048632053,0.00046348156,0.00022151011,0.00016292157,0.00037884],"domain_scores_gemma":[0.996763,0.0010547482,0.00014826615,0.0017197605,0.00022040923,0.00009381399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030870683,0.00023167684,0.00045489366,0.000053612508,0.0002255014,0.00014475062,0.0013484422,0.0002468793,0.0001731089],"category_scores_gemma":[0.0006835084,0.00022202574,0.00011266767,0.00005412495,0.0005556628,0.00017562961,0.00009260401,0.00029750334,0.0000478371],"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":[0.0015500486,0.0010865554,0.0016038031,0.0013639111,0.00067440333,0.0000062271483,0.0004672695,0.04772484,0.4840222,0.3215275,0.002157696,0.13781556],"study_design_scores_gemma":[0.0028516294,0.00011762111,0.0015646023,0.00024210561,0.000050277307,7.03068e-7,0.000036229616,0.88461107,0.10564783,0.003269062,0.0012389361,0.00036991347],"about_ca_topic_score_codex":0.0000121663015,"about_ca_topic_score_gemma":0.000007356125,"teacher_disagreement_score":0.8368862,"about_ca_system_score_codex":0.000055672157,"about_ca_system_score_gemma":0.00005539273,"threshold_uncertainty_score":0.90539473},"labels":[],"label_agreement":null},{"id":"W2592494191","doi":"10.1364/ofc.2017.tu2h.4","title":"Silicon Photonics Modulator Architectures for Multi-Level Signal Generation and Transmission","year":2017,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Photonics; Silicon photonics; Transmission (telecommunications); Modulation (music); Computer science; Electronic engineering; Optoelectronics; SIGNAL (programming language); Signal processing; Materials science; Telecommunications; Engineering; Physics; Digital signal processing","score_opus":0.1140904586049285,"score_gpt":0.30208382321618044,"score_spread":0.18799336461125193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592494191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7161281,0.0008197925,0.27810448,0.0015236345,0.000059430604,0.00065580284,0.000030996194,0.0004516373,0.002226092],"genre_scores_gemma":[0.67884463,0.00019453505,0.32076794,0.000015667529,0.000013409453,0.000061353574,0.000015311996,0.000016274305,0.00007089018],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99928117,0.000020256188,0.00020696668,0.00018904761,0.000096160766,0.00020639703],"domain_scores_gemma":[0.9987619,0.00015445559,0.000040657385,0.0008664197,0.00009015353,0.00008642571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013354627,0.00015683833,0.00017431272,0.000033659762,0.00037196532,0.00021036933,0.0005570102,0.00018277382,0.000044602457],"category_scores_gemma":[0.00011977691,0.00014679792,0.000040552575,0.000024575673,0.00026782058,0.00008586631,0.00013268137,0.00026056526,0.000008579353],"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":[0.000030038038,0.000067740904,0.00012490881,0.0000928999,0.000049159014,5.846698e-7,0.00019125054,0.008117459,0.053566504,0.047899924,0.00017144847,0.8896881],"study_design_scores_gemma":[0.00040276814,0.000037729358,0.003246439,0.0000467351,0.000017049077,0.000002163832,0.000009942171,0.97028166,0.022171773,0.001806545,0.0017838896,0.00019330917],"about_ca_topic_score_codex":0.000004671339,"about_ca_topic_score_gemma":0.000023354665,"teacher_disagreement_score":0.9621642,"about_ca_system_score_codex":0.000023282266,"about_ca_system_score_gemma":0.000016497159,"threshold_uncertainty_score":0.5986245},"labels":[],"label_agreement":null},{"id":"W2592933576","doi":"10.1364/ofc.2017.w2a.2","title":"Fiber random grating feedback induced chaos in semiconductor laser with highly suppressed time-delay signature","year":2017,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Chaos control and synchronization","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; University of Ottawa","funders":"","keywords":"Signature (topology); Fiber Bragg grating; Chaotic; Semiconductor laser theory; Grating; Fiber laser; Optics; Optical chaos; Optical fiber; Distributed feedback laser; Physics; Laser; Semiconductor; Optoelectronics; Materials science; Computer science; Mathematics","score_opus":0.016758970330339563,"score_gpt":0.24728463439563292,"score_spread":0.23052566406529335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592933576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9334085,0.000047478825,0.0010187505,0.0031445262,0.000047628822,0.0006651774,0.00005017087,0.00005674994,0.061561015],"genre_scores_gemma":[0.9941257,0.000004245197,0.0017456919,0.00004878302,0.00008771308,0.000080682395,0.00021919094,0.000025407031,0.0036625657],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99872255,0.0001511206,0.000330509,0.00031201317,0.00020084843,0.0002829637],"domain_scores_gemma":[0.99778944,0.0002837161,0.00024377287,0.0013097606,0.00026823167,0.000105080486],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021607312,0.00023343238,0.00034377901,0.000046224894,0.0004063224,0.00039615956,0.0007817624,0.00012547991,0.0027929202],"category_scores_gemma":[0.000061029958,0.00019303776,0.000059465012,0.00008376633,0.00014950009,0.00051286817,0.00022284269,0.0005235823,0.00024371961],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003763663,0.0028541607,0.053359076,0.00021434232,0.0011385093,0.00003321202,0.0072167097,0.0022900575,0.4276364,0.14700666,0.0045475313,0.34993964],"study_design_scores_gemma":[0.11307941,0.0017481908,0.16201645,0.0050747623,0.0009933134,0.0000311943,0.0022440671,0.2796558,0.3511153,0.031241508,0.043156717,0.009643305],"about_ca_topic_score_codex":0.00018159852,"about_ca_topic_score_gemma":0.000055721077,"teacher_disagreement_score":0.34029636,"about_ca_system_score_codex":0.0000315987,"about_ca_system_score_gemma":0.00012368416,"threshold_uncertainty_score":0.99811864},"labels":[],"label_agreement":null},{"id":"W2593004173","doi":"10.1364/ofc.2017.tu2j.2","title":"MIMO-Free Transmission over Six Vector Modes in a Polarization Maintaining Elliptical Ring Core Fiber","year":2017,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","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":"Université Laval","funders":"","keywords":"MIMO; Optics; Polarization (electrochemistry); Polarization-maintaining optical fiber; Physics; Transmission (telecommunications); Optical fiber; Electronic engineering; Computer science; Channel (broadcasting); Telecommunications; Engineering; Fiber optic sensor; Chemistry","score_opus":0.037567926036252995,"score_gpt":0.2730774127538396,"score_spread":0.23550948671758662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593004173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8600016,0.0005459816,0.031708013,0.0036930488,0.00010630569,0.000647504,0.000013768412,0.0011669174,0.102116846],"genre_scores_gemma":[0.9106183,0.00023378147,0.08873859,0.000022576893,0.000026401733,0.00004109313,0.000020379204,0.00004238059,0.00025650393],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984909,0.00005004433,0.00044092818,0.00029879616,0.00025881795,0.0004604635],"domain_scores_gemma":[0.99709564,0.0004043937,0.00006681695,0.0022032913,0.00009117774,0.0001386814],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027801207,0.00026286097,0.00031660055,0.00010249929,0.00029493766,0.000310639,0.0016877116,0.00035302967,0.0004721408],"category_scores_gemma":[0.00056121894,0.00026750134,0.00006637314,0.00014252072,0.00038051434,0.00049514096,0.00054924004,0.000817438,0.00011893363],"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":[0.00008431665,0.00019564213,0.0066131284,0.00014462337,0.00007146479,0.000019339423,0.00042553115,0.014725125,0.015593236,0.7954328,0.00029038606,0.16640438],"study_design_scores_gemma":[0.001062946,0.00006186291,0.046808936,0.0006160528,0.000034590325,0.0000063281786,0.00011286151,0.92889357,0.0023855765,0.015543074,0.0038572024,0.0006169947],"about_ca_topic_score_codex":0.00004216463,"about_ca_topic_score_gemma":0.00006346385,"teacher_disagreement_score":0.9141685,"about_ca_system_score_codex":0.0001205328,"about_ca_system_score_gemma":0.000032737524,"threshold_uncertainty_score":0.9999777},"labels":[],"label_agreement":null},{"id":"W2593119925","doi":"10.1364/ofc.2017.w3f.3","title":"Microwave Photonic Link Based on Coherent Detection Using Low-Cost Free-Running Laser Sources Incorporating Optical Independent Sideband and Optical Orthogonal Modulation for 4×4 MIMO","year":2017,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Photonics; Sideband; Compatible sideband transmission; Modulation (music); MIMO; Laser; Optical modulation amplitude; Optoelectronics; Optical performance monitoring; Optics; Microwave; Materials science; Electronic engineering; Computer science; Physics; Optical amplifier; Telecommunications; Wavelength-division multiplexing; Engineering","score_opus":0.03562188643809426,"score_gpt":0.2623372968897766,"score_spread":0.2267154104516823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593119925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85669255,0.00007159578,0.13807735,0.00079837686,0.00014180268,0.0008803041,0.000016695827,0.00034070414,0.0029806234],"genre_scores_gemma":[0.87719274,0.000026576703,0.122408524,0.000041934036,0.000083450606,0.00013589041,0.000041569772,0.000053857573,0.000015435027],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99809873,0.000052150182,0.000568248,0.0004651999,0.00034347395,0.00047216774],"domain_scores_gemma":[0.996951,0.000825134,0.00018339854,0.001592208,0.00025331834,0.00019496672],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047122233,0.00036889492,0.00039991664,0.00012399515,0.0007452958,0.00063949724,0.000818382,0.0004601831,0.000032825363],"category_scores_gemma":[0.0008122508,0.00037478475,0.00009811964,0.00010034864,0.00058716687,0.00035930765,0.00047747328,0.00082468614,0.000015376327],"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":[0.0007968315,0.00048033267,0.0078034606,0.0006090787,0.00027122707,0.00001882754,0.00023121285,0.29409564,0.1275317,0.0671719,0.00006406609,0.5009257],"study_design_scores_gemma":[0.0010753953,0.00010573177,0.007215025,0.00034583296,0.0000581509,0.000007728948,0.0000445974,0.9395413,0.047811884,0.0032519095,0.000114207156,0.00042828012],"about_ca_topic_score_codex":0.000012240217,"about_ca_topic_score_gemma":0.00014393838,"teacher_disagreement_score":0.64544564,"about_ca_system_score_codex":0.00017400924,"about_ca_system_score_gemma":0.00006419497,"threshold_uncertainty_score":0.9998704},"labels":[],"label_agreement":null},{"id":"W2593202861","doi":"10.1364/ofc.2017.tu2i.3","title":"Dual-Core Polarization Diverse Silicon Photonic Add/Drop Switch Supporting 400Gb/s PDM-16QAM","year":2017,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","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":"Huawei Technologies (Canada)","funders":"","keywords":"Quadrature amplitude modulation; Photonics; Polarization-division multiplexing; Splitter; Silicon photonics; Optics; Polarization (electrochemistry); Physics; Computer science; Optoelectronics; Wavelength-division multiplexing; Telecommunications; Wavelength; Chemistry; Bit error rate; Decoding methods","score_opus":0.04355859127397388,"score_gpt":0.286169953150027,"score_spread":0.24261136187605314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593202861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88760483,0.00042707604,0.0034401,0.0022979972,0.0002899633,0.0006868802,0.000030337405,0.0019542451,0.103268586],"genre_scores_gemma":[0.9754693,0.00034044386,0.02330331,0.0000443347,0.000038427836,0.000050809904,0.00007967921,0.000045938636,0.0006277928],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983491,0.00003923089,0.0004910955,0.0003266496,0.00027524316,0.0005187206],"domain_scores_gemma":[0.9964692,0.00026690136,0.00017076857,0.0027182684,0.00022255805,0.00015233226],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030255652,0.0002876617,0.00032681777,0.00007847828,0.0006228242,0.00041977694,0.001446834,0.00033778037,0.0008764759],"category_scores_gemma":[0.00076497725,0.00029922716,0.000085903164,0.0001393168,0.00047586331,0.0005860118,0.0008947641,0.0007490132,0.000587661],"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":[0.000074790725,0.0003403702,0.017661525,0.0002740566,0.0002947071,0.000043266715,0.0008202967,0.0022491603,0.08230073,0.60880166,0.0031301389,0.2840093],"study_design_scores_gemma":[0.002100589,0.00026167152,0.07601289,0.000732768,0.00025802586,0.00005388237,0.0008949768,0.8317212,0.03831475,0.02464813,0.022572529,0.0024286325],"about_ca_topic_score_codex":0.0000434973,"about_ca_topic_score_gemma":0.000083063824,"teacher_disagreement_score":0.829472,"about_ca_system_score_codex":0.00010199279,"about_ca_system_score_gemma":0.00004838492,"threshold_uncertainty_score":0.999946},"labels":[],"label_agreement":null},{"id":"W2593280455","doi":"10.1364/ofc.2017.tu2h.3","title":"A 44Gbps High Extinction Ratio Silicon Mach-Zehnder Modulator with a 3D-Integrated 28nm FD-SOI CMOS Driver","year":2017,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CMC Microsystems (Canada); Queen's University; University of Toronto","funders":"","keywords":"Extinction ratio; Silicon on insulator; CMOS; Electro-optic modulator; Silicon; Physics; Transmitter; Optoelectronics; Optics; Materials science; Engineering; Electrical engineering; Optical modulator; Wavelength; Phase modulation","score_opus":0.01957943782223139,"score_gpt":0.2365750992877932,"score_spread":0.2169956614655618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593280455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7769144,0.0003441158,0.045443796,0.0018348105,0.00020928902,0.00083063263,0.000039866205,0.0007936481,0.17358944],"genre_scores_gemma":[0.98372,0.00018040411,0.014728621,0.000091538415,0.000033229753,0.00010041111,0.000074685064,0.000040171548,0.001030951],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986552,0.00006908027,0.00033871856,0.00031245837,0.0002741741,0.00035034853],"domain_scores_gemma":[0.9974231,0.00017504465,0.00010437866,0.0018104361,0.00028563224,0.00020140388],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016224702,0.00029104087,0.0003238529,0.000050285264,0.00042666728,0.00044608756,0.00091889023,0.00020424099,0.0012966266],"category_scores_gemma":[0.00009147229,0.00024453024,0.000057085024,0.00009619345,0.00035464758,0.0005856642,0.00019358404,0.00054489827,0.0004568991],"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":[0.0008060071,0.0010968989,0.0050950944,0.00055966276,0.0013552856,0.000059948758,0.002518694,0.019119674,0.06598709,0.61262286,0.0021689266,0.28860986],"study_design_scores_gemma":[0.0016683143,0.00015862154,0.059339136,0.000317736,0.00014925103,0.00002240264,0.00013046457,0.89850664,0.011024079,0.0022066124,0.02555781,0.00091894966],"about_ca_topic_score_codex":0.00018407326,"about_ca_topic_score_gemma":0.00022980875,"teacher_disagreement_score":0.87938696,"about_ca_system_score_codex":0.00010267979,"about_ca_system_score_gemma":0.000080370635,"threshold_uncertainty_score":0.9996163},"labels":[],"label_agreement":null},{"id":"W2593749622","doi":"10.1364/ofc.2017.th2a.34","title":"VCSELs to Multicore Fiber Reconfigurable Optical Switch Based on Diffractive MEMS mirrors","year":2017,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","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":"École de Technologie Supérieure","funders":"","keywords":"Crosstalk; Multi-core processor; Materials science; Optoelectronics; Optical fiber; Microelectromechanical systems; Optics; Computer science; Physics; Parallel computing","score_opus":0.052551282334937145,"score_gpt":0.29309058192480686,"score_spread":0.24053929958986972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593749622","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":[0.22667624,0.00008856678,0.009517406,0.019217944,0.0003255612,0.0013077246,0.000037901966,0.001750498,0.74107814],"genre_scores_gemma":[0.9162548,0.000059062648,0.081805445,0.00019489489,0.000025177791,0.00017832643,0.00002249342,0.00005986134,0.0013999246],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99807954,0.00005148047,0.00044191175,0.00045219873,0.0003611098,0.00061378634],"domain_scores_gemma":[0.9946681,0.0011066251,0.000085778454,0.003562856,0.0002514473,0.00032518635],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000288475,0.00038167942,0.00044469358,0.00011327888,0.00047113618,0.00042141383,0.0020722607,0.00037692382,0.0013990962],"category_scores_gemma":[0.0013000569,0.0003663955,0.00010688112,0.0001470365,0.00044876535,0.0003339569,0.00032015255,0.0009830866,0.0029231934],"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":[0.0005114361,0.0011261376,0.0010932501,0.00021368497,0.00033256962,0.00004723006,0.00052706065,0.04437558,0.017791415,0.224774,0.0074012075,0.7018064],"study_design_scores_gemma":[0.0018642497,0.00052037253,0.032205004,0.0009513786,0.000121713514,0.000009119483,0.0002203922,0.8550589,0.050397836,0.0049058157,0.05173598,0.0020092167],"about_ca_topic_score_codex":0.00003131394,"about_ca_topic_score_gemma":0.000039908966,"teacher_disagreement_score":0.81068337,"about_ca_system_score_codex":0.0001588687,"about_ca_system_score_gemma":0.000047270303,"threshold_uncertainty_score":0.9998788},"labels":[],"label_agreement":null},{"id":"W2593791168","doi":"10.1364/ofc.2017.w3b.2","title":"504 and 462 Gb/s Direct Detect Transceiver for Single Carrier Short-Reach Data Center Applications","year":2017,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","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":"McGill University","funders":"","keywords":"Transceiver; Modulation (music); Computer science; Electronic engineering; Data center; Digital signal processing; Computer hardware; Electrical engineering; Telecommunications; Wireless; Engineering; Physics; Computer network","score_opus":0.08619422896024098,"score_gpt":0.2983868701348499,"score_spread":0.2121926411746089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593791168","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":[0.073401295,0.004702445,0.29394382,0.009388786,0.00034626585,0.0053037726,0.0021218096,0.0036693215,0.6071225],"genre_scores_gemma":[0.93520826,0.0005577973,0.063635044,0.000019366615,0.000029189872,0.00022824814,0.00016512544,0.00003137884,0.00012561615],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99901414,0.000022998309,0.00024429252,0.00032224914,0.00011268257,0.0002836647],"domain_scores_gemma":[0.99598235,0.00032309818,0.000032925855,0.0034539367,0.00010518412,0.00010248231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001812332,0.0001838443,0.00023106516,0.000034387256,0.00038446797,0.0002961479,0.0018784411,0.00017523477,0.00005351554],"category_scores_gemma":[0.0001684285,0.00018259879,0.00003884335,0.000049934482,0.0004935315,0.0003658899,0.000491784,0.0002798265,0.000021135713],"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":[0.000041838328,0.00017806051,0.00085311534,0.00018912712,0.00020121933,0.0000014054776,0.00016303784,0.0001641905,0.012015645,0.059572697,0.0017308777,0.9248888],"study_design_scores_gemma":[0.0019860545,0.00023330253,0.010952217,0.00040275056,0.0004025987,0.000032291315,0.00017249296,0.2796566,0.018514318,0.0138374,0.67183936,0.0019706176],"about_ca_topic_score_codex":0.000007498152,"about_ca_topic_score_gemma":0.000051605388,"teacher_disagreement_score":0.92291814,"about_ca_system_score_codex":0.00003323109,"about_ca_system_score_gemma":0.000014419824,"threshold_uncertainty_score":0.7446162},"labels":[],"label_agreement":null},{"id":"W2593840062","doi":"10.1364/ofc.2017.w3b.1","title":"Optical Communication Systems for Datacenter Networks","year":2017,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","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":"McGill University","funders":"","keywords":"Computer science; Computer network","score_opus":0.04566735163205273,"score_gpt":0.27940757449160686,"score_spread":0.23374022285955412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593840062","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":[0.043611046,0.0110509135,0.61666846,0.01357614,0.0012325707,0.003833034,0.0001534317,0.004219121,0.3056553],"genre_scores_gemma":[0.89982784,0.0027377051,0.096429676,0.000032353546,0.000055710367,0.00029653267,0.00017282764,0.000047718186,0.00039960915],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99858534,0.00005543652,0.000459685,0.0002647304,0.00017891267,0.00045586377],"domain_scores_gemma":[0.99414,0.0007172773,0.00010648616,0.0046439464,0.00025146248,0.00014080349],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042680802,0.0002534022,0.0003442586,0.000047645968,0.0006464182,0.0008641892,0.0029449728,0.0003279771,0.000065434615],"category_scores_gemma":[0.00045938106,0.00025220093,0.00008054383,0.000066048764,0.000649689,0.00054144365,0.0008542567,0.00060100283,0.00014039826],"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":[0.000033854263,0.000080874684,0.00026140583,0.000070028036,0.00009555444,9.547643e-7,0.000033526856,0.014613601,0.000078424535,0.93912613,0.007451734,0.03815388],"study_design_scores_gemma":[0.00053016364,0.0000450945,0.001761612,0.00023671123,0.0000499153,0.0000062835197,0.00006755752,0.931689,0.00013841904,0.0026189773,0.06244655,0.00040971083],"about_ca_topic_score_codex":0.000011988023,"about_ca_topic_score_gemma":0.000020813757,"teacher_disagreement_score":0.93650717,"about_ca_system_score_codex":0.00007837848,"about_ca_system_score_gemma":0.000019746567,"threshold_uncertainty_score":0.999993},"labels":[],"label_agreement":null},{"id":"W2594184958","doi":"10.1364/ofc.2017.m3j.4","title":"All-optical reconfigurable time-lens based signal processing","year":2017,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Chirp; Optics; Lens (geology); Waveform; SIGNAL (programming language); Signal processing; Computer science; Optical power; Power (physics); Magnification; Physics; Telecommunications; Digital signal processing; Computer hardware","score_opus":0.04408605356214644,"score_gpt":0.264564088592509,"score_spread":0.22047803503036256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594184958","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":[0.03895402,0.0004797321,0.020107627,0.0129451435,0.00009220839,0.00053677295,0.00001511485,0.0025035213,0.9243659],"genre_scores_gemma":[0.8907895,0.00011255331,0.10835826,0.00011388858,0.00003120767,0.000054536667,0.000027240458,0.000041218842,0.00047156535],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99854016,0.00004106448,0.00038016005,0.00028856262,0.00024985024,0.0005002274],"domain_scores_gemma":[0.99723387,0.00036437897,0.000081327984,0.0019697451,0.00020302561,0.00014767189],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002961878,0.00026360946,0.00031983896,0.000059672653,0.00044192714,0.00061329274,0.0017373767,0.0003020639,0.0014594356],"category_scores_gemma":[0.00026135155,0.0002627195,0.00007337703,0.00008319885,0.0006624643,0.00052906724,0.00022817348,0.0007189629,0.00133499],"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":[0.000059417827,0.0002312147,0.00026140746,0.00017601492,0.000115654286,0.00001593661,0.00008679362,0.0036995145,0.014215685,0.08417166,0.005025319,0.89194137],"study_design_scores_gemma":[0.00055633625,0.000072854025,0.0017909324,0.00033089868,0.00006413449,0.00000851001,0.000032618875,0.9464734,0.016326206,0.0039040097,0.029755626,0.0006844546],"about_ca_topic_score_codex":0.000006593609,"about_ca_topic_score_gemma":0.000010057773,"teacher_disagreement_score":0.9427739,"about_ca_system_score_codex":0.00007511237,"about_ca_system_score_gemma":0.00006690988,"threshold_uncertainty_score":0.9999825},"labels":[],"label_agreement":null},{"id":"W2594262669","doi":"10.1364/ofc.2017.th1g.4","title":"Automatic Tuning and Temperature Stabilization of High-Order Silicon Vernier Microring Filters","year":2017,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Vernier scale; Resonator; Materials science; Filter (signal processing); Silicon; Optoelectronics; Optical filter; Temperature measurement; Intensity (physics); Photoconductivity; Optics; Light intensity; Atmospheric temperature range; Optical ring resonators; Electrical engineering; Engineering; Physics","score_opus":0.01733972991793482,"score_gpt":0.24297414629713449,"score_spread":0.22563441637919968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594262669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862753,0.00033180637,0.00050954253,0.0003251539,0.000051698935,0.00012978388,0.000007949323,0.00008613294,0.01228263],"genre_scores_gemma":[0.9895505,0.0003603087,0.009931294,0.000018963103,0.000008016245,0.000012906443,0.000015165387,0.000015051678,0.00008783845],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99934846,0.000030875664,0.00023272928,0.00012985096,0.00011050967,0.00014757027],"domain_scores_gemma":[0.998694,0.00017378174,0.000065553715,0.00086571847,0.0001267616,0.00007420031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012659388,0.0001230112,0.0001975635,0.000030401587,0.00019141813,0.00016173141,0.00043098573,0.000102608836,0.00022923184],"category_scores_gemma":[0.00017811672,0.000118383665,0.000021544227,0.000047691025,0.00022738933,0.0003117986,0.00018032495,0.00021181756,0.000017184235],"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":[0.000037032103,0.0001836773,0.0036328968,0.0015298552,0.0002865828,0.0000042660686,0.0033706727,0.002758274,0.58449,0.21384579,0.00016686639,0.18969408],"study_design_scores_gemma":[0.001249851,0.000084741936,0.12923318,0.0011006302,0.00011570005,0.000009277171,0.0004188885,0.76437163,0.09763991,0.0029271985,0.0020798326,0.00076915615],"about_ca_topic_score_codex":0.00003387625,"about_ca_topic_score_gemma":0.00002200958,"teacher_disagreement_score":0.76161337,"about_ca_system_score_codex":0.00002270062,"about_ca_system_score_gemma":0.000022745773,"threshold_uncertainty_score":0.48275456},"labels":[],"label_agreement":null},{"id":"W2594277555","doi":"10.1364/ofc.2017.w1a.3","title":"Demonstration of a Packaged Photonic Integrated Network on Chip controlled by an FPGA-based scheduler","year":2017,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Photonics; Field-programmable gate array; Network on a chip; Computer science; Chip; Photonic integrated circuit; Embedded system; Optoelectronics; Materials science; Telecommunications","score_opus":0.026669343957960754,"score_gpt":0.2608779579904552,"score_spread":0.23420861403249446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594277555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85835326,0.00046121253,0.03504857,0.002437726,0.0001655015,0.0013019714,0.00003934884,0.0012133158,0.100979075],"genre_scores_gemma":[0.9536896,0.00012245661,0.04582508,0.00004880472,0.000015122162,0.00009992551,0.00009279915,0.00002893998,0.000077304285],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986373,0.00013774587,0.00046458092,0.00022558069,0.0002131829,0.0003215949],"domain_scores_gemma":[0.9967791,0.00051110215,0.00016095703,0.0022292507,0.00020953073,0.00011006082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004032072,0.000244693,0.00045755637,0.00004957998,0.00023162969,0.00020727994,0.0012372894,0.0002835554,0.00019924906],"category_scores_gemma":[0.00043124784,0.00021990605,0.0000820644,0.00011759795,0.0005387714,0.00024313257,0.000102553975,0.00063798885,0.00006153267],"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":[0.0018678076,0.0013799124,0.002280449,0.00017221282,0.00057310687,0.000006001015,0.00014975728,0.085380875,0.05606314,0.60204685,0.0048061903,0.24527371],"study_design_scores_gemma":[0.0034554047,0.00035117366,0.0023856382,0.0003631037,0.00007325917,0.0000010540066,0.00004420766,0.94746,0.03994767,0.004323267,0.0010988079,0.00049642473],"about_ca_topic_score_codex":0.000013188643,"about_ca_topic_score_gemma":0.00004721188,"teacher_disagreement_score":0.86207914,"about_ca_system_score_codex":0.000052856456,"about_ca_system_score_gemma":0.00005846543,"threshold_uncertainty_score":0.89675087},"labels":[],"label_agreement":null},{"id":"W2594317291","doi":"10.1364/ofc.2017.th1j.6","title":"T-SDN Control Strategy for Expedited Connection Services using Physical Layer Impairment-Aware RSA","year":2017,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Software-Defined Networks and 5G","field":"Computer Science","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":"Huawei Technologies (Canada)","funders":"","keywords":"Computer science; Computer network; Blocking (statistics); Computation; Layer (electronics); Physical layer; Connection (principal bundle); Set (abstract data type); Distributed computing; Application layer; Network layer; Telecommunications; Engineering; Algorithm; Operating system","score_opus":0.07415518187725467,"score_gpt":0.33427723427881995,"score_spread":0.2601220524015653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594317291","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":[0.19658493,0.000121661564,0.7966478,0.0028185206,0.0002855513,0.0007575922,0.000027495884,0.00031972886,0.0024367264],"genre_scores_gemma":[0.979351,0.000025779056,0.01992045,0.0002773769,0.00017037735,0.000099831515,0.00003115135,0.000016534723,0.00010752337],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99855614,0.00011451642,0.00029530562,0.00042250878,0.00024028293,0.00037123525],"domain_scores_gemma":[0.99630135,0.0005990241,0.00028173608,0.0021872332,0.00047353524,0.00015711354],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002761172,0.00022214696,0.00030319858,0.00004501368,0.0010096291,0.001060672,0.0021906146,0.00014031038,0.000045267352],"category_scores_gemma":[0.00007084549,0.00020698176,0.000115582436,0.000088034445,0.00016710631,0.0010162224,0.00048551348,0.00025070904,0.00004558606],"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":[0.00051327155,0.0019255789,0.008703829,0.00032260147,0.0004684998,0.000016173766,0.0027221064,0.009790226,0.00551634,0.7391371,0.0016475879,0.22923669],"study_design_scores_gemma":[0.0014734988,0.00018506173,0.0070970585,0.000112241214,0.000042052812,0.0000097614775,0.00006450252,0.97945565,0.0005445283,0.0084009245,0.0022768665,0.00033787204],"about_ca_topic_score_codex":0.0001565917,"about_ca_topic_score_gemma":0.00004803376,"teacher_disagreement_score":0.9696654,"about_ca_system_score_codex":0.000050973136,"about_ca_system_score_gemma":0.000106125146,"threshold_uncertainty_score":0.99997634},"labels":[],"label_agreement":null},{"id":"W2594735443","doi":"10.1364/ofc.2017.th1d.1","title":"Design Considerations for a Digital Subcarrier Coherent Optical Modem","year":2017,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","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":"Infineon Technologies (Canada)","funders":"","keywords":"Subcarrier; Flexibility (engineering); Computer science; Electronic engineering; Modulation (music); Compensation (psychology); Dispersion (optics); Subcarrier multiplexing; Telecommunications; Optics; Engineering; Orthogonal frequency-division multiplexing; Physics; Mathematics","score_opus":0.09023655694296215,"score_gpt":0.28337696645625154,"score_spread":0.1931404095132894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594735443","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":[0.024471186,0.00028124373,0.8495265,0.007816133,0.00020131403,0.0015667666,0.00006759416,0.0015191312,0.1145501],"genre_scores_gemma":[0.7577432,0.000070747046,0.2415814,0.000026983891,0.000022588712,0.00023473402,0.000018202181,0.000029134973,0.00027304402],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988371,0.000024126459,0.0003525782,0.00024201866,0.00016668341,0.00037747857],"domain_scores_gemma":[0.99625665,0.0013690749,0.00005649974,0.0019166272,0.00025315623,0.00014800605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018661607,0.00022351534,0.0002779385,0.00003844417,0.00053535716,0.0010205688,0.00091542397,0.00023191808,0.00019222811],"category_scores_gemma":[0.0013269439,0.00022105472,0.00007747889,0.000041347575,0.00060447585,0.00051815226,0.00033924574,0.0003747212,0.00017369234],"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":[0.000031240765,0.000086823085,0.00007112642,0.000034529665,0.00009436021,0.0000027646752,0.00009199814,0.007880401,0.00074930774,0.94448256,0.003064218,0.043410648],"study_design_scores_gemma":[0.0008987461,0.00014221271,0.0006127579,0.00011774224,0.00007014571,0.00001610385,0.000066470224,0.8113467,0.0054092905,0.17357017,0.0070538563,0.00069577416],"about_ca_topic_score_codex":0.0000013498559,"about_ca_topic_score_gemma":0.000006660583,"teacher_disagreement_score":0.8034663,"about_ca_system_score_codex":0.000060498132,"about_ca_system_score_gemma":0.00005601432,"threshold_uncertainty_score":0.9841369},"labels":[],"label_agreement":null},{"id":"W2766356867","doi":"10.1364/ofc.2018.w2a.61","title":"Successive Four-Dimensional Stokes-Space Direct Detection","year":2018,"lang":"en","type":"preprint","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Dimension (graph theory); Space (punctuation); Computation; Domain (mathematical analysis); Computer science; Mathematics; Topology (electrical circuits); Algorithm; Mathematical analysis; Combinatorics","score_opus":0.032072006312517456,"score_gpt":0.2511872329912982,"score_spread":0.21911522667878075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766356867","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":[0.3926387,0.0056804726,0.08700456,0.0069156084,0.0029143465,0.0027819292,0.00019400299,0.012031714,0.48983866],"genre_scores_gemma":[0.9394411,0.00057936425,0.059068166,0.000032184922,0.00011299954,0.00018065746,0.00009388915,0.00007163681,0.0004200327],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99798316,0.00014287709,0.00050631777,0.0005102795,0.00038873957,0.00046863058],"domain_scores_gemma":[0.99603516,0.0008799163,0.0001263286,0.0023256443,0.0004749013,0.00015807166],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029649094,0.0004800327,0.0005257224,0.00015296628,0.0001931733,0.00024848222,0.0014905838,0.00087472744,0.00055068365],"category_scores_gemma":[0.00046704407,0.0004933835,0.00014522673,0.00024777142,0.00062210765,0.00016984818,0.0020874515,0.0018798376,0.00073113287],"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":[0.00037479802,0.00073352637,0.00041920086,0.0018485459,0.0022349812,0.0000701388,0.00096125784,0.255937,0.012542196,0.15752201,0.026838398,0.5405179],"study_design_scores_gemma":[0.00049086876,0.00015108813,0.0014571613,0.0011216294,0.00020910651,0.000018109671,0.000052348325,0.92935777,0.02130248,0.023674104,0.020383826,0.0017814899],"about_ca_topic_score_codex":0.000024027595,"about_ca_topic_score_gemma":0.00007232684,"teacher_disagreement_score":0.6734208,"about_ca_system_score_codex":0.0002341508,"about_ca_system_score_gemma":0.00008264329,"threshold_uncertainty_score":0.9997518},"labels":[],"label_agreement":null},{"id":"W2789570119","doi":"10.1364/ofc.2018.w1a.4","title":"Edge Coupling Integrated Optics Packaging Concept Using Liquid Crystal Element","year":2018,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic and Optical Devices","field":"Engineering","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 National d'Optique","funders":"","keywords":"Liquid crystal; Element (criminal law); Integrated optics; Coupling (piping); Enhanced Data Rates for GSM Evolution; Materials science; Optical coupling; Computer science; Optoelectronics; Optics; Engineering; Mechanical engineering; Physics; Telecommunications; Optical fiber","score_opus":0.03547666736526601,"score_gpt":0.27640850057569366,"score_spread":0.24093183321042766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789570119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62933385,0.0011253362,0.21938758,0.00050285447,0.00038470243,0.0005094287,0.00003990698,0.00081998715,0.14789638],"genre_scores_gemma":[0.9574056,0.00016156993,0.04204454,0.000084332634,0.0000752894,0.000014842811,0.000052637566,0.000035086377,0.00012606649],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99866384,0.00003689316,0.00043985754,0.00022599142,0.00021949202,0.00041392384],"domain_scores_gemma":[0.9984167,0.00021435469,0.000052757103,0.00076533546,0.00036243934,0.00018837265],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022704415,0.00023657754,0.0002607875,0.000058424986,0.00022059781,0.00016404655,0.0006009889,0.00013682678,0.001140661],"category_scores_gemma":[0.000085935855,0.00023263108,0.00005715311,0.00023974093,0.00044722986,0.0002497157,0.00024135063,0.0004269753,0.00019805995],"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":[0.000316007,0.00055325375,0.00022083188,0.00036742014,0.000735577,0.000021721056,0.0058263624,0.04350735,0.2553887,0.6621111,0.0012135261,0.029738154],"study_design_scores_gemma":[0.00029263776,0.0000993972,0.000049075545,0.00020352086,0.00004262616,0.000006810653,0.0003515132,0.94834954,0.040745925,0.00033339567,0.009174667,0.0003509192],"about_ca_topic_score_codex":0.000019928912,"about_ca_topic_score_gemma":0.00002001016,"teacher_disagreement_score":0.90484214,"about_ca_system_score_codex":0.0001293659,"about_ca_system_score_gemma":0.000086454216,"threshold_uncertainty_score":0.9997724},"labels":[],"label_agreement":null},{"id":"W2789676411","doi":"10.1364/ofc.2018.w4d.1","title":"56 Gb/s DAC-less and DSP-free PAM-4 Using A Silicon Photonic Dual-drive Michelson Interferometric Modulator","year":2018,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Photonics; Interferometry; Digital signal processing; Silicon photonics; Michelson interferometer; Silicon; Modulation (music); Optics; Physics; Optoelectronics; Materials science; Electronic engineering; Engineering","score_opus":0.03651931840002017,"score_gpt":0.26252034082613196,"score_spread":0.22600102242611178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789676411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9599019,0.0012098006,0.0036630786,0.00026460254,0.00011399952,0.00028291525,0.000022830282,0.0002274692,0.034313396],"genre_scores_gemma":[0.9825788,0.0004708276,0.01658978,0.00010203925,0.00004874617,0.000026304648,0.000017722847,0.000037122994,0.00012866667],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985819,0.00007885472,0.00040053012,0.00032715572,0.00021925248,0.00039230133],"domain_scores_gemma":[0.9978119,0.00034051627,0.00006000083,0.001322292,0.00023280199,0.00023250419],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022123636,0.0002708564,0.00034410408,0.00015486949,0.00016996541,0.00018045613,0.000710499,0.00020519386,0.0004209363],"category_scores_gemma":[0.00019542006,0.00026566946,0.00008716674,0.0004396445,0.00047585694,0.00031383507,0.00057204155,0.00042765567,0.00014771534],"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":[0.00042015468,0.0010298752,0.002405063,0.0012614048,0.0017339811,0.00003300088,0.0086204745,0.001470359,0.47335193,0.31674626,0.0014902219,0.19143729],"study_design_scores_gemma":[0.0011962486,0.00021343771,0.0052236523,0.00040065075,0.00016966627,0.000041531803,0.0003392734,0.93337035,0.049257446,0.0033437754,0.0055854865,0.00085849717],"about_ca_topic_score_codex":0.00006573445,"about_ca_topic_score_gemma":0.00006490669,"teacher_disagreement_score":0.93189996,"about_ca_system_score_codex":0.00010698465,"about_ca_system_score_gemma":0.000048061036,"threshold_uncertainty_score":0.99997956},"labels":[],"label_agreement":null},{"id":"W2789882649","doi":"10.1364/ofc.2018.m2c.7","title":"100Gb/s 16-QAM Transmission over 80 km SSMF Using a Silicon Photonic Modulator Enabled VSB-IM/DD System","year":2018,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Quadrature amplitude modulation; Silicon photonics; Photonics; Modulation (music); Transmission (telecommunications); QAM; Optoelectronics; Electro-optic modulator; Materials science; Phase modulation; Optical modulator; Physics; Optics; Computer science; Bit error rate; Telecommunications; Phase noise; Decoding methods","score_opus":0.02438694878779129,"score_gpt":0.25004473803782473,"score_spread":0.22565778925003344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789882649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9187282,0.00103884,0.029165454,0.0004413187,0.000217871,0.00074151997,0.000014585929,0.002485683,0.047166564],"genre_scores_gemma":[0.951396,0.0001981465,0.047985677,0.000037534286,0.000060541013,0.000050696643,0.000022059561,0.00006551476,0.00018386915],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979978,0.00010906795,0.00058173016,0.00039391912,0.00032634524,0.00059109635],"domain_scores_gemma":[0.9973621,0.0002979275,0.00007313142,0.0018133747,0.00024706195,0.00020640602],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028447586,0.0003633003,0.00045192073,0.000121014775,0.0002873643,0.00017807935,0.0010711236,0.00043757953,0.0009064458],"category_scores_gemma":[0.00007401782,0.00035090174,0.00011061275,0.0004401716,0.0005050755,0.00032094878,0.0003112367,0.0006400895,0.00036877787],"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":[0.0002746168,0.00047907076,0.0004696913,0.0012308512,0.00050375855,0.00001915361,0.001062428,0.0113570355,0.27399048,0.5180081,0.00224612,0.19035867],"study_design_scores_gemma":[0.0005797067,0.00010058083,0.00042543386,0.00061817036,0.00007317258,0.000018900253,0.00015508317,0.95340914,0.031903658,0.001260185,0.010894704,0.0005612939],"about_ca_topic_score_codex":0.000036511305,"about_ca_topic_score_gemma":0.000016953578,"teacher_disagreement_score":0.94205207,"about_ca_system_score_codex":0.00038259797,"about_ca_system_score_gemma":0.0000721285,"threshold_uncertainty_score":0.9998943},"labels":[],"label_agreement":null},{"id":"W2790165588","doi":"10.1364/ofc.2018.m3a.3","title":"Cognitive Tool for Estimating the QoT of New Lightpaths","year":2018,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","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":"École de Technologie Supérieure","funders":"","keywords":"Computer science; Nonlinear system; Cognition; Machine learning; Artificial intelligence; Physics","score_opus":0.04327969359490065,"score_gpt":0.29012772368312456,"score_spread":0.24684803008822392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790165588","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":[0.19870916,0.0005975594,0.7227145,0.0038120535,0.00022572656,0.0010937351,0.000022011742,0.00087792793,0.071947336],"genre_scores_gemma":[0.67258847,0.000027074613,0.32712722,0.000026289523,0.000044625296,0.00003634845,0.0000066270354,0.000011670836,0.00013164044],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99931955,0.000021517042,0.000261105,0.00010870545,0.00010163318,0.00018750384],"domain_scores_gemma":[0.9979214,0.0011205534,0.000041838768,0.0006170719,0.00026219783,0.00003694396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017537294,0.00011038353,0.00015327896,0.00002354946,0.0001056015,0.000046728797,0.0005938116,0.0000989734,0.00014118913],"category_scores_gemma":[0.0007269613,0.00008494352,0.00004232851,0.00015063585,0.00043190355,0.000091523136,0.0001792352,0.00019779708,0.00008670683],"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":[0.000039514103,0.000046848323,0.00013624433,0.00006960394,0.00008862943,1.9135061e-7,0.0007386734,0.0005931187,0.0009777632,0.36865166,0.0030971707,0.6255606],"study_design_scores_gemma":[0.00063250394,0.00026147152,0.0014626934,0.00044306618,0.00009105518,0.000004130654,0.0002384099,0.924322,0.025189126,0.039960448,0.007007033,0.00038807603],"about_ca_topic_score_codex":0.000003776646,"about_ca_topic_score_gemma":0.0000073126935,"teacher_disagreement_score":0.9237289,"about_ca_system_score_codex":0.000016094922,"about_ca_system_score_gemma":0.000031858366,"threshold_uncertainty_score":0.34638962},"labels":[],"label_agreement":null},{"id":"W2790215454","doi":"10.1364/ofc.2018.w4e.1","title":"A Comparative Study of Technology Options for Next Generation Intra- and Inter-datacenter Interconnects","year":2018,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","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":"Transceiver; Computer science; SIGNAL (programming language); Signal processing; Electronic engineering; Digital signal processing; Tone (literature); Bandwidth (computing); Telecommunications; Computer hardware; Engineering; Wireless","score_opus":0.10343477692408078,"score_gpt":0.3157856388395912,"score_spread":0.21235086191551045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790215454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96174604,0.00021576608,0.034364946,0.00078516157,0.00006804328,0.00066101854,0.000010134514,0.00028797906,0.001860887],"genre_scores_gemma":[0.9252884,0.00010531688,0.07437269,0.000012098748,0.000021587126,0.00014727935,0.000019672423,0.000011568449,0.000021379788],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992445,0.00003637407,0.00031073744,0.0001813708,0.000062450265,0.00016453108],"domain_scores_gemma":[0.9987474,0.00020485064,0.000042844884,0.00067888165,0.00028742463,0.00003859167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011095552,0.00013500114,0.00025142453,0.00013235728,0.00008796721,0.00006427254,0.0004265915,0.00012643106,0.000058555936],"category_scores_gemma":[0.00011885502,0.00013064698,0.00001966969,0.00021594058,0.000492144,0.00020704602,0.0002955517,0.00021370305,0.000021586837],"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":[0.00014034245,0.0012675415,0.0007200716,0.00013638158,0.0005174365,9.731605e-7,0.0067188335,0.00046075013,0.07202393,0.7162058,0.0030374618,0.19877051],"study_design_scores_gemma":[0.0021335697,0.0028987143,0.0007777341,0.0002844897,0.00014122401,0.000013157365,0.010148644,0.91965055,0.045430895,0.010552016,0.0072896685,0.0006793506],"about_ca_topic_score_codex":0.0000031160926,"about_ca_topic_score_gemma":0.00015118993,"teacher_disagreement_score":0.9191898,"about_ca_system_score_codex":0.000028973322,"about_ca_system_score_gemma":0.000009317051,"threshold_uncertainty_score":0.53276294},"labels":[],"label_agreement":null},{"id":"W2790401948","doi":"10.1364/ofc.2018.tu2e.1","title":"Compact Silicon Microring Modulator with Tunable Extinction Ratio and Wide FSR","year":2018,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic and Optical Devices","field":"Engineering","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":"","keywords":"Extinction ratio; Materials science; Silicon; Optoelectronics; Silicon photonics; Modulation (music); Extinction (optical mineralogy); Optics; Physics; Wavelength","score_opus":0.018350040016560938,"score_gpt":0.23214303405519635,"score_spread":0.21379299403863541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790401948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82885957,0.00036426302,0.009680153,0.0005252165,0.000050311188,0.00021480412,0.0000036870833,0.0002635722,0.16003844],"genre_scores_gemma":[0.9940664,0.00013569296,0.005303399,0.000065077336,0.000022442518,0.000012047955,0.000012121467,0.000018557083,0.000364273],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999287,0.00003172336,0.00018876641,0.00016650926,0.00011403616,0.00021198438],"domain_scores_gemma":[0.9990114,0.00018936905,0.00002743819,0.000512551,0.00013169233,0.00012752807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011493371,0.00014549964,0.00016745696,0.000033960314,0.00015146926,0.00013023471,0.00021678479,0.00007497865,0.00035029766],"category_scores_gemma":[0.00003648502,0.00012759936,0.000017726854,0.00011134222,0.00027295348,0.00028891364,0.00006371807,0.00020872994,0.00014171559],"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":[0.00073940004,0.00067250995,0.018246675,0.00097277237,0.0008921573,0.000016363847,0.006096564,0.0083131725,0.44692624,0.39709193,0.002554131,0.11747808],"study_design_scores_gemma":[0.0011938206,0.00031533343,0.05040787,0.0003676745,0.00008964416,0.00003677383,0.00030322032,0.76917803,0.13150759,0.0024349822,0.04330875,0.0008562948],"about_ca_topic_score_codex":0.000026587044,"about_ca_topic_score_gemma":0.000059691374,"teacher_disagreement_score":0.76086485,"about_ca_system_score_codex":0.00003997327,"about_ca_system_score_gemma":0.00002431537,"threshold_uncertainty_score":0.5203351},"labels":[],"label_agreement":null},{"id":"W2790455658","doi":"10.1364/ofc.2018.th1a.1","title":"Novel OSNR Measurement Techniques for Coherent-Detection Systems","year":2018,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","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":"Exfo Electro-Optical Engineering (Canada)","funders":"","keywords":"Computer science; Electronic engineering; Noise (video); Gaussian noise; Optical fiber; Gaussian; Noise measurement; Telecommunications; Artificial intelligence; Physics; Noise reduction; Engineering","score_opus":0.06150046522800259,"score_gpt":0.26089796632957346,"score_spread":0.19939750110157087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790455658","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":[0.0053632986,0.0004659926,0.9426641,0.00061200344,0.0002947921,0.0012125709,0.000015005017,0.0027764603,0.04659578],"genre_scores_gemma":[0.89291835,0.00009066098,0.10632405,0.000016915734,0.00008022737,0.00043906498,0.000008618506,0.000030160585,0.00009198162],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989357,0.000025111782,0.00032594893,0.00019034665,0.00023622092,0.00028666214],"domain_scores_gemma":[0.9982008,0.00016469455,0.00004275788,0.0009017471,0.000620277,0.00006977618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037779653,0.00017624513,0.00020192534,0.00006414702,0.00014734204,0.00013144274,0.0005705995,0.00021124036,0.00004965667],"category_scores_gemma":[0.00021204326,0.0001725143,0.00004797403,0.00017130988,0.00027391923,0.00014090221,0.00013596438,0.00024769705,0.00010812974],"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":[0.0000663564,0.00019281273,0.000020744603,0.00025100727,0.00016987146,2.5323067e-7,0.00012237673,0.00033904338,0.23819888,0.31096315,0.0031807397,0.44649476],"study_design_scores_gemma":[0.0007669532,0.0005953203,0.0003683243,0.00055459415,0.00009637494,0.000016858188,0.00020719833,0.52489966,0.2583783,0.005066705,0.2080877,0.00096199336],"about_ca_topic_score_codex":0.000011763396,"about_ca_topic_score_gemma":0.000041016978,"teacher_disagreement_score":0.887555,"about_ca_system_score_codex":0.00016285386,"about_ca_system_score_gemma":0.000020622303,"threshold_uncertainty_score":0.7034929},"labels":[],"label_agreement":null},{"id":"W2790559573","doi":"10.1364/ofc.2018.th3g.3","title":"Enabling 5G Services in PON with a Novel Smart Edge Based on SiP MRM","year":2018,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","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 Laval","funders":"","keywords":"Passive optical network; Enhanced Data Rates for GSM Evolution; Computer science; Photonics; Optical burst switching; Optical switch; Silicon photonics; Edge device; Integrated optics; Computer network; Optical cross-connect; Electronic engineering; Optical performance monitoring; Telecommunications; Optical fiber; Wavelength-division multiplexing; Optoelectronics; Engineering; Materials science; Operating system; Cloud computing","score_opus":0.02225277622504888,"score_gpt":0.23481533325187376,"score_spread":0.2125625570268249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790559573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6692723,0.00023297338,0.024767214,0.004657244,0.00013142542,0.0007467585,0.000017901832,0.0019539099,0.29822028],"genre_scores_gemma":[0.939366,0.000040405117,0.060252823,0.00016688896,0.000022633785,0.000048357837,0.000018721925,0.000028320495,0.00005586791],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99897563,0.000029714633,0.00025294337,0.00022668978,0.00018795516,0.00032705808],"domain_scores_gemma":[0.9982033,0.0004184555,0.00003075853,0.0011316054,0.00014195523,0.00007394599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018736503,0.0001965256,0.00020619493,0.00012430901,0.00008025503,0.000103141494,0.00073903933,0.0001735963,0.0001606344],"category_scores_gemma":[0.00006518477,0.0001744862,0.00002414662,0.00042206308,0.0002791501,0.00015466432,0.00012140857,0.00047765343,0.00018622963],"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":[0.0008482605,0.0017260005,0.008902896,0.00079541135,0.00019095239,0.000024485536,0.0016303849,0.059996746,0.01952516,0.65699476,0.0005201197,0.24884483],"study_design_scores_gemma":[0.00092287164,0.00031159024,0.005842383,0.0007822003,0.000017892311,0.0000032291596,0.0001701095,0.9735539,0.00652171,0.0008156544,0.010576352,0.00048211124],"about_ca_topic_score_codex":0.000022728183,"about_ca_topic_score_gemma":0.00026563287,"teacher_disagreement_score":0.9135572,"about_ca_system_score_codex":0.00007236272,"about_ca_system_score_gemma":0.00003063381,"threshold_uncertainty_score":0.7115341},"labels":[],"label_agreement":null},{"id":"W2790610284","doi":"10.1364/ofc.2018.w2a.4","title":"Novel In-Service OSNR Monitoring Method for Reconfigurable Coherent Networks","year":2018,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Exfo Electro-Optical Engineering (Canada)","funders":"","keywords":"Robustness (evolution); Computer science; Multiplexing; Electronic engineering; Telecommunications; Engineering","score_opus":0.05269207401056386,"score_gpt":0.3013779880092773,"score_spread":0.24868591399871343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790610284","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":[0.022630928,0.0006659147,0.8948199,0.0025594488,0.00046453206,0.00093621924,0.000010249869,0.0011547486,0.07675806],"genre_scores_gemma":[0.5056432,0.00017948414,0.4937079,0.00004684665,0.00007786493,0.00018366447,0.000011751141,0.000029593433,0.00011973254],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987603,0.000037767648,0.0003996277,0.0002463778,0.000114858216,0.0004410813],"domain_scores_gemma":[0.99769485,0.0008878616,0.00004186719,0.0009858402,0.0003021411,0.000087411216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003869802,0.00020388408,0.0002758314,0.00007086332,0.00010828355,0.000105690946,0.00084753823,0.00026046272,0.00015672109],"category_scores_gemma":[0.00016140749,0.00021333547,0.0000441065,0.00039208814,0.00012958964,0.00017361088,0.00014789538,0.00046542595,0.0000974981],"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":[0.00012608235,0.00028737742,0.0007785058,0.0002163947,0.00015863542,0.0000011782497,0.00048818422,0.055922113,0.021602537,0.31731826,0.0015424512,0.60155827],"study_design_scores_gemma":[0.0005390283,0.00007333121,0.0015748417,0.0002489408,0.000020767493,0.0000038101914,0.00012299835,0.971161,0.008826187,0.0033829515,0.013676137,0.0003700146],"about_ca_topic_score_codex":0.000032905707,"about_ca_topic_score_gemma":0.0001332367,"teacher_disagreement_score":0.91523886,"about_ca_system_score_codex":0.000098117736,"about_ca_system_score_gemma":0.00002244275,"threshold_uncertainty_score":0.8699568},"labels":[],"label_agreement":null},{"id":"W2790736587","doi":"10.1364/ofc.2018.tu3k.4","title":"High-Speed Heterogeneous InP-on-Si Capacitive Phase Modulators","year":2018,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic and Optical Devices","field":"Engineering","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":"","keywords":"Capacitive sensing; Materials science; Optoelectronics; Phase (matter); Electronic engineering; Electrical engineering; Engineering; Physics","score_opus":0.027169835259155742,"score_gpt":0.2683954673117039,"score_spread":0.24122563205254816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790736587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83799106,0.00013194662,0.0028548082,0.00044649866,0.00018887431,0.0002512764,0.00004135172,0.0004021685,0.15769199],"genre_scores_gemma":[0.99421316,0.00012400877,0.005046477,0.00024745855,0.00006222456,0.000022166034,0.00004203323,0.000030073566,0.00021242084],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988946,0.00005933547,0.0002956622,0.00022665314,0.00020625458,0.00031749916],"domain_scores_gemma":[0.99837846,0.00024939276,0.000033931676,0.00094170554,0.0001950909,0.0002014273],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000114254755,0.00021676422,0.00024176565,0.00005771882,0.00014782649,0.00009223942,0.0005677276,0.00014150067,0.0014634198],"category_scores_gemma":[0.0000718838,0.00020530206,0.00005882144,0.00016214036,0.00043106193,0.00014794692,0.0001172911,0.00033402428,0.001936885],"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":[0.00029474613,0.0009022821,0.000036268222,0.00010912841,0.0004499418,0.000022539452,0.002260104,0.0039870506,0.0334907,0.8392102,0.0015704348,0.1176666],"study_design_scores_gemma":[0.0028841596,0.00092893955,0.0008275427,0.00031301656,0.000097403055,0.000028998693,0.00015645944,0.6718108,0.2726917,0.012784118,0.036138825,0.001338031],"about_ca_topic_score_codex":0.000016886486,"about_ca_topic_score_gemma":0.000016821421,"teacher_disagreement_score":0.8264261,"about_ca_system_score_codex":0.00007027131,"about_ca_system_score_gemma":0.00002652934,"threshold_uncertainty_score":0.9994494},"labels":[],"label_agreement":null},{"id":"W2790900084","doi":"10.1364/ofc.2018.w1j.3","title":"Performance Enhanced IM/DD 112 Gb/s/λ Transmission Using Constellation Switching PAM4","year":2018,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Transmission (telecommunications); Physics; Computer science; Electronic engineering; Optics; Telecommunications; Engineering","score_opus":0.029101437785569867,"score_gpt":0.2524617018116215,"score_spread":0.2233602640260516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790900084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7454368,0.00019390369,0.15209496,0.00035508742,0.00010664169,0.00025584077,0.0000015794507,0.0008957915,0.10065944],"genre_scores_gemma":[0.8723811,0.00047437532,0.12697046,0.00003498793,0.00004574302,0.0000070148694,0.000010260609,0.0000289737,0.000047121695],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987442,0.00005078347,0.00040480585,0.00023062297,0.0002086473,0.00036097268],"domain_scores_gemma":[0.9985108,0.00021420035,0.000052626772,0.0008694289,0.00024876307,0.000104194536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021037424,0.00022142936,0.00023569471,0.00008127707,0.00029173994,0.00010731265,0.0005804194,0.00023230932,0.00052227324],"category_scores_gemma":[0.000057702222,0.00021924496,0.000047506688,0.00029861834,0.00036682238,0.00036510034,0.00015388738,0.0004663386,0.00023954429],"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":[0.00004635147,0.000061252904,0.0002983246,0.00011501165,0.000052430638,8.4375455e-7,0.0005727481,0.009202372,0.15209018,0.018803984,0.00013113125,0.8186254],"study_design_scores_gemma":[0.00025743066,0.00006712399,0.0006624837,0.0002928388,0.000026883157,0.0000065250306,0.00007278975,0.91787684,0.07672424,0.0009720891,0.0026959267,0.00034482148],"about_ca_topic_score_codex":0.0000045488746,"about_ca_topic_score_gemma":0.0000027158317,"teacher_disagreement_score":0.9086745,"about_ca_system_score_codex":0.00008672963,"about_ca_system_score_gemma":0.00003579665,"threshold_uncertainty_score":0.894055},"labels":[],"label_agreement":null},{"id":"W2791124711","doi":"10.1364/ofc.2018.m2j.2","title":"Dual repetition-rate laser based on in-cavity fractional temporal self-imaging for low-noise RF signal generation","year":2018,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Fiber Laser Technologies","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":"Laser; Noise (video); Optics; Radio frequency; Relative intensity noise; Phase noise; SIGNAL (programming language); Repetition (rhetorical device); Dispersion (optics); Physics; Computer science; Semiconductor laser theory; Acoustics; Telecommunications; Artificial intelligence; Image (mathematics)","score_opus":0.026449105899890732,"score_gpt":0.2850411425302488,"score_spread":0.25859203663035807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791124711","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":[0.14810276,0.000010880461,0.81927586,0.00855325,0.00013191922,0.0009275145,0.00016801062,0.0003336931,0.022496115],"genre_scores_gemma":[0.91859174,0.0000014113574,0.080132574,0.00022192718,0.00016168626,0.00021953927,0.0004462588,0.000018281888,0.00020657557],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99879986,0.00009561741,0.00033164537,0.0003578719,0.00016428797,0.0002506876],"domain_scores_gemma":[0.9982637,0.00044094017,0.0001440781,0.0007214897,0.00036767218,0.000062105486],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028863992,0.0001868669,0.00017658062,0.000092896036,0.0002817755,0.00010488477,0.0002985257,0.00007737154,0.0009666874],"category_scores_gemma":[0.00004814805,0.00019377656,0.00006442053,0.00016758924,0.0001884583,0.0003388258,0.00010422648,0.00033457065,0.00013712549],"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":[0.0007247821,0.0035693876,0.03744022,0.00007837893,0.00013522185,0.0000055385176,0.0005038876,0.013969969,0.029325698,0.7807578,0.004801238,0.12868792],"study_design_scores_gemma":[0.0019128339,0.0001929993,0.00735398,0.00014868932,0.000034042412,0.0000010834701,0.00015613463,0.882354,0.06659524,0.030082878,0.010560097,0.0006080128],"about_ca_topic_score_codex":0.00003707374,"about_ca_topic_score_gemma":0.000032040403,"teacher_disagreement_score":0.86838406,"about_ca_system_score_codex":0.000079617006,"about_ca_system_score_gemma":0.0001372645,"threshold_uncertainty_score":0.99994653},"labels":[],"label_agreement":null},{"id":"W2791579386","doi":"10.1364/ofc.2018.th1k.1","title":"Pump Mode Characterization of Annular Cladding Erbium-Doped Fibers Using Low-Coherence Interferometry","year":2018,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Interferometry; Cladding (metalworking); Materials science; Erbium; Coherence (philosophical gambling strategy); Optics; Optical fiber; Doping; Cladding mode; Optical pumping; Optoelectronics; Fiber optic sensor; Composite material; Polarization-maintaining optical fiber; Laser; Physics","score_opus":0.0272229375765727,"score_gpt":0.2657801262371181,"score_spread":0.2385571886605454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791579386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93848574,0.000047720616,0.052120246,0.0001497912,0.00011253265,0.00022219012,0.000016994047,0.00044122245,0.008403534],"genre_scores_gemma":[0.9429881,0.000100497346,0.05669189,0.0000269131,0.00003758991,0.00001703128,0.0000423292,0.000035504654,0.00006012874],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99863285,0.000065036555,0.00051086245,0.00024408236,0.0002147593,0.00033240233],"domain_scores_gemma":[0.9981613,0.00016554375,0.00010082874,0.0011367024,0.00034559998,0.00008998689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017480925,0.0002256077,0.00032016577,0.00015533013,0.00010697684,0.000087449036,0.0008911743,0.00024049023,0.00042049927],"category_scores_gemma":[0.0001711168,0.00023916127,0.000056379704,0.00055861444,0.000577637,0.00039107783,0.00037891284,0.0004020206,0.00011059761],"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":[0.00006223008,0.00012278627,0.0008189815,0.00022520257,0.00013304097,0.0000020323648,0.0007248626,0.002128071,0.9161924,0.037133805,0.000061010647,0.042395536],"study_design_scores_gemma":[0.00028765632,0.000094104056,0.002453167,0.00059963646,0.000044268712,0.000006333001,0.000121153134,0.7117457,0.28249756,0.0011757081,0.0005030633,0.000471669],"about_ca_topic_score_codex":0.000009957588,"about_ca_topic_score_gemma":0.0000051623865,"teacher_disagreement_score":0.7096176,"about_ca_system_score_codex":0.00009197755,"about_ca_system_score_gemma":0.000033785353,"threshold_uncertainty_score":0.97527134},"labels":[],"label_agreement":null},{"id":"W2791763969","doi":"10.1364/ofc.2018.m1h.5","title":"Integrated Frequency-Tunable Microwave Photonic Bandpass Filter on a Silicon Photonic Chip","year":2018,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Photonic Communication Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Band-pass filter; Photonics; Silicon photonics; Optoelectronics; Microwave; Optical filter; Photonic integrated circuit; Chip; Materials science; Electronic engineering; Computer science; Engineering; Telecommunications","score_opus":0.03151849498433526,"score_gpt":0.2588051151968366,"score_spread":0.22728662021250132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791763969","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":[0.32078066,0.0012980938,0.009752359,0.0009959632,0.00041213684,0.0013939021,0.00007462667,0.0013720017,0.6639202],"genre_scores_gemma":[0.97937244,0.00039223937,0.017774895,0.00025969278,0.000042902262,0.00028660055,0.00014322018,0.00008227837,0.0016457493],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977013,0.00024999375,0.0007202288,0.00044070705,0.00031606766,0.0005716974],"domain_scores_gemma":[0.9950201,0.00056837226,0.00012970858,0.0035702875,0.0004827378,0.00022877385],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004082658,0.00043184942,0.00045912422,0.0001554826,0.00029577236,0.00018441184,0.0017331697,0.00026584888,0.0031060397],"category_scores_gemma":[0.00016440862,0.00042851357,0.00012095679,0.0005075652,0.0005043662,0.00030930678,0.0002930476,0.00093437836,0.0026571103],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025937744,0.0006051165,0.0002628865,0.00022255546,0.00047433356,0.000009147068,0.0041274424,0.0009413868,0.81187093,0.11189848,0.006300905,0.06302741],"study_design_scores_gemma":[0.0021873275,0.00047135292,0.001000525,0.0010687036,0.00008127403,0.000067674206,0.00057817705,0.13145703,0.60417604,0.008975575,0.24810332,0.0018329868],"about_ca_topic_score_codex":0.00008627832,"about_ca_topic_score_gemma":0.00025046855,"teacher_disagreement_score":0.6622745,"about_ca_system_score_codex":0.0003670223,"about_ca_system_score_gemma":0.00015732273,"threshold_uncertainty_score":0.99981666},"labels":[],"label_agreement":null},{"id":"W2791810499","doi":"10.1364/ofc.2018.th1i.5","title":"Ultra-narrow linewidth quantum dot coherent comb lasers","year":2018,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Fiber Laser Technologies","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":"National Research Council Canada","funders":"","keywords":"Laser linewidth; Quantum dot laser; Quantum dot; Optoelectronics; Laser; Frequency comb; Injection seeder; Semiconductor laser theory; Materials science; Injection locking; Physics; Optics","score_opus":0.028910203118630025,"score_gpt":0.28776960659011125,"score_spread":0.25885940347148123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791810499","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":[0.26832414,0.00035538187,0.108110204,0.01523173,0.00038001928,0.0013108125,0.00018319528,0.0013432748,0.60476124],"genre_scores_gemma":[0.9736361,0.000013210305,0.024210988,0.00010781285,0.00007547444,0.00007356578,0.00011287071,0.000024933213,0.0017450326],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99864995,0.000084698615,0.00036078927,0.00033309445,0.00020274057,0.00036872868],"domain_scores_gemma":[0.9975457,0.00028863814,0.00014495847,0.0015464949,0.0003479053,0.00012628795],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012014829,0.00024045292,0.00026190732,0.000053586584,0.00028599487,0.00011055523,0.0010507341,0.00010304285,0.002683005],"category_scores_gemma":[0.000052010884,0.00022653764,0.00007866877,0.00022803531,0.0008322644,0.00023973406,0.00026992214,0.00047578348,0.0011404695],"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":[0.000046306013,0.00031227566,0.002455828,0.000011850901,0.000067879824,7.634699e-7,0.00033793744,0.000040765695,0.00759916,0.9343938,0.003918677,0.05081472],"study_design_scores_gemma":[0.0029931476,0.0007460879,0.004368857,0.0003668672,0.00016936648,0.000006710161,0.0029301173,0.008619146,0.24198303,0.35663396,0.37905636,0.0021263459],"about_ca_topic_score_codex":0.0000820297,"about_ca_topic_score_gemma":0.000017678827,"teacher_disagreement_score":0.705312,"about_ca_system_score_codex":0.00003533885,"about_ca_system_score_gemma":0.000076433025,"threshold_uncertainty_score":0.99963725},"labels":[],"label_agreement":null},{"id":"W2792071758","doi":"10.1364/ofc.2018.th2a.20","title":"Silicon Photonic Modulator based on Coupled Bragg Grating Resonators used as Phase Shifters","year":2018,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Materials science; Resonator; Phase modulation; Fiber Bragg grating; Photonics; Optoelectronics; Bandwidth (computing); Optics; Electro-optic modulator; Modulation (music); Silicon photonics; Grating; Silicon; Phase (matter); Optical modulator; Physics; Phase noise; Telecommunications; Wavelength; Computer science","score_opus":0.02411016407491272,"score_gpt":0.2807988077028289,"score_spread":0.25668864362791616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792071758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90680873,0.0001237164,0.003284058,0.00075530424,0.00013553433,0.0003975539,0.00002110573,0.00051241624,0.08796157],"genre_scores_gemma":[0.9943707,0.000037541246,0.004710932,0.000535311,0.000034310524,0.000069192814,0.00005322062,0.000044338783,0.00014444499],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984079,0.00009266458,0.00041718007,0.00031803982,0.0003616915,0.0004025321],"domain_scores_gemma":[0.9976287,0.0006447577,0.00005989398,0.0012322218,0.00016717476,0.00026728705],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029947015,0.00027986377,0.00029967382,0.00009081514,0.00021207318,0.00015910117,0.0007086377,0.000181338,0.0018341636],"category_scores_gemma":[0.00022470069,0.0002720755,0.00008860271,0.00026935953,0.00035489097,0.00019940814,0.00009905236,0.00046184252,0.0007287125],"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":[0.0014048459,0.0026624107,0.0005566155,0.00053695205,0.000532892,0.000044913588,0.0044490444,0.012103889,0.17397146,0.71979964,0.0016662834,0.08227107],"study_design_scores_gemma":[0.001243022,0.00026010297,0.00031718847,0.00016326412,0.00002594615,0.000001756512,0.000058625566,0.9609312,0.029799446,0.0010100459,0.005831231,0.0003581867],"about_ca_topic_score_codex":0.000034763827,"about_ca_topic_score_gemma":0.00004834926,"teacher_disagreement_score":0.94882727,"about_ca_system_score_codex":0.000107549975,"about_ca_system_score_gemma":0.000098255674,"threshold_uncertainty_score":0.9999731},"labels":[],"label_agreement":null},{"id":"W2792669018","doi":"10.1364/ofc.2018.w1i.3","title":"A Single-laser Flexible-grid WDM Silicon Photonic Transmitter using Microring Modulators","year":2018,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic and Optical Devices","field":"Engineering","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":"Université Laval","funders":"","keywords":"Wavelength-division multiplexing; Transmitter; Photonics; Modulation (music); Channel (broadcasting); Grid; Silicon photonics; Transmission (telecommunications); Degradation (telecommunications); Photonic integrated circuit; Channel spacing; Optoelectronics; Computer science; Materials science; Electronic engineering; Engineering; Telecommunications; Physics; Wavelength","score_opus":0.041457728541936446,"score_gpt":0.25800515901606347,"score_spread":0.21654743047412703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792669018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90565026,0.00042080338,0.0083218925,0.00027563315,0.00020939982,0.00026415533,0.000012667627,0.00045443454,0.08439073],"genre_scores_gemma":[0.98069656,0.00010525995,0.018663237,0.00016802423,0.00009231015,0.000022781916,0.000019407953,0.000048325663,0.000184081],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99854255,0.000059515394,0.00042053667,0.00029461764,0.00021157223,0.0004712266],"domain_scores_gemma":[0.9984145,0.00018177132,0.000042349206,0.000984883,0.00017445235,0.00020202028],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017525292,0.00027566534,0.0002938851,0.00008595466,0.00018864807,0.00016181641,0.0006613601,0.0001862598,0.0011114731],"category_scores_gemma":[0.000032525426,0.00027687516,0.00009599166,0.00026732136,0.00038076902,0.0003358058,0.00014023112,0.000405041,0.00047313044],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012979447,0.00042759895,0.00036820085,0.00033125465,0.000344934,0.000009191867,0.0019692273,0.0037400739,0.90502024,0.023393836,0.00035431652,0.063911356],"study_design_scores_gemma":[0.0005879884,0.00008998832,0.00063678937,0.0002815261,0.000076261116,0.000020416497,0.00009217283,0.43985623,0.53235304,0.0007868784,0.024570392,0.00064833806],"about_ca_topic_score_codex":0.000041152798,"about_ca_topic_score_gemma":0.000032801556,"teacher_disagreement_score":0.43611616,"about_ca_system_score_codex":0.00012527542,"about_ca_system_score_gemma":0.00004702734,"threshold_uncertainty_score":0.99996835},"labels":[],"label_agreement":null},{"id":"W2792679627","doi":"10.1364/ofc.2018.w4e.7","title":"Single Wavelength 480 Gb/s Direct Detection Transmission Over 80 km SSMF Enabled by Stokes Vector Receiver and Reduced-Complexity SSBI Cancellation","year":2018,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","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":"McGill University","funders":"","keywords":"Transmission (telecommunications); Modulation (music); Optics; Linearization; Physics; Bit error rate; Computer science; Telecommunications; Nonlinear system; Acoustics; Decoding methods","score_opus":0.027242520431516204,"score_gpt":0.23891286814662605,"score_spread":0.21167034771510984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792679627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9254352,0.0011205619,0.0124399075,0.001447114,0.00020794736,0.00057483354,0.00003017903,0.0014815325,0.057262763],"genre_scores_gemma":[0.9751312,0.0009828878,0.023417635,0.000027376462,0.000050699706,0.000031787793,0.000040234587,0.00003572626,0.0002824548],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99866915,0.00010586011,0.00034489224,0.00032259335,0.00021077407,0.0003467159],"domain_scores_gemma":[0.9986113,0.00029592344,0.000059778755,0.0007225529,0.00018043241,0.00013005103],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019425855,0.00024958933,0.0002728993,0.00007006274,0.0002603944,0.00012990327,0.00036176745,0.00027329,0.0004497043],"category_scores_gemma":[0.00012382843,0.00024742298,0.000041997795,0.00027540984,0.0005415213,0.00031539644,0.00011929493,0.00043411498,0.00005751019],"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":[0.00011129924,0.00013318828,0.00006554131,0.00008606479,0.00007083162,7.3603513e-7,0.0005342267,0.00013454357,0.35009345,0.006879936,0.0019872852,0.6399029],"study_design_scores_gemma":[0.0010194519,0.0004632711,0.009592265,0.0003600873,0.00010184525,0.000010279077,0.00012747965,0.47649178,0.40935466,0.0054750023,0.09591183,0.0010920641],"about_ca_topic_score_codex":0.000053579868,"about_ca_topic_score_gemma":0.00007588575,"teacher_disagreement_score":0.6388108,"about_ca_system_score_codex":0.00016409816,"about_ca_system_score_gemma":0.000021073563,"threshold_uncertainty_score":0.9999978},"labels":[],"label_agreement":null},{"id":"W2792717854","doi":"10.1364/ofc.2018.m4j.6","title":"Four-Channel RoF Transmission over Polarization Maintaining Elliptical Ring Core Fiber","year":2018,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Photonic Communication Systems","field":"Engineering","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 Laval","funders":"","keywords":"MIMO; Polarization (electrochemistry); Transmission (telecommunications); Materials science; Channel (broadcasting); Core (optical fiber); Optics; Computer science; Telecommunications; Physics; Chemistry","score_opus":0.04908515274856239,"score_gpt":0.2833640108142487,"score_spread":0.23427885806568632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792717854","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":[0.07990398,0.0009764981,0.6332807,0.0011676892,0.00029743678,0.0010688886,0.000026718053,0.0015374181,0.28174067],"genre_scores_gemma":[0.9502154,0.00018947884,0.047653537,0.00007843701,0.00007838038,0.000065596745,0.000082130835,0.00007139278,0.0015656578],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980807,0.00014412127,0.00065030914,0.00031872597,0.00035979913,0.00044638442],"domain_scores_gemma":[0.9970321,0.0004835889,0.0000984344,0.001786869,0.00035020272,0.0002488171],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00042626556,0.00030341154,0.0003263234,0.00011531755,0.00035454804,0.00013250642,0.0009835397,0.00025182357,0.0023813506],"category_scores_gemma":[0.000116644806,0.00032264178,0.00008726511,0.00036572892,0.0003328051,0.00041477152,0.00027870212,0.0006462321,0.00082070276],"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":[0.00040491662,0.0005369814,0.0008611642,0.00047755527,0.0005415446,0.000015531466,0.011243727,0.027733834,0.13092382,0.40323567,0.0022866274,0.42173862],"study_design_scores_gemma":[0.0010905821,0.000113010516,0.002291866,0.00061703706,0.000060106784,0.000042860433,0.00027651837,0.856016,0.009081461,0.006607112,0.12288984,0.0009136321],"about_ca_topic_score_codex":0.000020128862,"about_ca_topic_score_gemma":0.000018358729,"teacher_disagreement_score":0.8703114,"about_ca_system_score_codex":0.00017109541,"about_ca_system_score_gemma":0.00006047932,"threshold_uncertainty_score":0.99995726},"labels":[],"label_agreement":null},{"id":"W2792760374","doi":"10.1364/ofc.2018.w4a.3","title":"Capacity Enhancement in Optical Networks using Margin Extraction","year":2018,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","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":"Ciena (Canada)","funders":"","keywords":"Margin (machine learning); Extraction (chemistry); Sample (material); Computer science; Value (mathematics); Machine learning; Physics","score_opus":0.04877457200296906,"score_gpt":0.27907827601852303,"score_spread":0.23030370401555397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792760374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6370516,0.00022954182,0.29157442,0.00071581564,0.00023267273,0.00036602077,0.0000017872218,0.0005985792,0.069229566],"genre_scores_gemma":[0.8315901,0.00022909243,0.16798468,0.000029344268,0.000054790227,0.00003066738,0.000007639587,0.000020963122,0.00005273765],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986712,0.000061173734,0.000413368,0.0002362112,0.00018314125,0.00043491268],"domain_scores_gemma":[0.99857336,0.0002728636,0.000036722715,0.0008847916,0.00013670974,0.00009554869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029688718,0.00020145449,0.000235428,0.00009007324,0.00010223923,0.00009453378,0.0005310554,0.00027280612,0.00053388457],"category_scores_gemma":[0.000120473574,0.00021399072,0.000038903392,0.00036181827,0.0005090027,0.0002597441,0.00022805021,0.00067968736,0.00020501907],"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":[0.00012637452,0.00059078453,0.0016251036,0.00010853911,0.00012691953,0.000012454852,0.0004652207,0.06536841,0.02909646,0.56920904,0.0009108206,0.33235988],"study_design_scores_gemma":[0.00023487552,0.00005825251,0.002788315,0.00013824775,0.000014890135,0.000008106003,0.000048437785,0.9848535,0.0068850713,0.0023977123,0.0022638396,0.00030876408],"about_ca_topic_score_codex":0.000017453001,"about_ca_topic_score_gemma":0.00006607342,"teacher_disagreement_score":0.9194851,"about_ca_system_score_codex":0.00020974562,"about_ca_system_score_gemma":0.000020623156,"threshold_uncertainty_score":0.8726288},"labels":[],"label_agreement":null},{"id":"W2793300443","doi":"10.1364/ofc.2018.m1h.1","title":"Fully Reconfigurable Silicon-Based Waveguide Bragg Grating for Integrated Microwave Photonic Applications","year":2018,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Photonic Communication Systems","field":"Engineering","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 Ottawa","funders":"","keywords":"Grating; Materials science; Microwave; Waveguide; Fiber Bragg grating; Silicon photonics; Optoelectronics; Photonics; Silicon; Diffraction grating; Optics; Computer science; Telecommunications; Physics","score_opus":0.02912723772608521,"score_gpt":0.2735445625877088,"score_spread":0.2444173248616236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793300443","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":[0.009728991,0.0009534282,0.74574536,0.0012190419,0.00017069343,0.0029493608,0.0001778913,0.0012418384,0.23781341],"genre_scores_gemma":[0.8874637,0.00009204133,0.10913966,0.0001777577,0.000048656453,0.0017630475,0.00037178592,0.00007257166,0.0008708191],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99805766,0.00013206986,0.00080692006,0.00037342057,0.00018174195,0.00044817818],"domain_scores_gemma":[0.9949549,0.0011385874,0.00016919525,0.002561453,0.0009962004,0.0001796972],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004904228,0.00032246741,0.00037831272,0.00011837923,0.0004324971,0.0001786932,0.0013402966,0.00020338949,0.0007832544],"category_scores_gemma":[0.00021223469,0.00034748146,0.000119974036,0.00044755233,0.00040076123,0.00022643701,0.000095794014,0.00045299623,0.00034215543],"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":[0.00015255078,0.00032931124,0.00007480417,0.00041871172,0.0002710953,6.5648527e-7,0.0013576169,0.004079945,0.6350876,0.11029188,0.0048472537,0.24308859],"study_design_scores_gemma":[0.000841093,0.000089774374,0.00004248681,0.00023123727,0.000039040755,0.000009213666,0.00036088758,0.3875911,0.26289865,0.002981834,0.34432128,0.00059337594],"about_ca_topic_score_codex":0.00003613825,"about_ca_topic_score_gemma":0.00021457479,"teacher_disagreement_score":0.87773466,"about_ca_system_score_codex":0.00023410226,"about_ca_system_score_gemma":0.00022626898,"threshold_uncertainty_score":0.9998977},"labels":[],"label_agreement":null},{"id":"W2793750496","doi":"10.1364/ofc.2018.tu2e.4","title":"CMOS-Compatible Silicon Photonic IQ Modulator for 84 Gbaud 16QAM and 70 Gbaud 32QAM","year":2018,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Quadrature amplitude modulation; Silicon photonics; Optoelectronics; Photonics; CMOS; Materials science; Silicon; Optics; Bit error rate; Physics; Computer science; Telecommunications; Decoding methods","score_opus":0.025711045049475578,"score_gpt":0.2612159544575795,"score_spread":0.23550490940810392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793750496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8486191,0.0015997726,0.013039554,0.0012326423,0.00033062304,0.0010742887,0.00006242079,0.0006364707,0.13340513],"genre_scores_gemma":[0.98069155,0.00040775313,0.017905407,0.00018030894,0.00005761762,0.00013109224,0.000042969783,0.000038367147,0.00054495624],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99869925,0.000041768388,0.00037645764,0.0003075577,0.0001692426,0.00040573787],"domain_scores_gemma":[0.99803776,0.0004712494,0.000049012837,0.00098191,0.0002368387,0.00022320599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023177754,0.0002472138,0.0003328269,0.000057340418,0.00021653634,0.00015972598,0.00058110955,0.00017914514,0.000550209],"category_scores_gemma":[0.000115811476,0.00024089916,0.00006752473,0.00015824368,0.00040730514,0.00026370178,0.00019434802,0.0002812393,0.00027693756],"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":[0.00032810704,0.0006134259,0.0012334633,0.0010379537,0.00055095484,0.0000035148496,0.0027486521,0.0008780717,0.11658184,0.7487491,0.006827322,0.1204476],"study_design_scores_gemma":[0.0012045698,0.00028753548,0.004961774,0.00022162925,0.00009040599,0.000011170726,0.00013125884,0.8449745,0.058296297,0.008155157,0.08090346,0.00076219195],"about_ca_topic_score_codex":0.000027216813,"about_ca_topic_score_gemma":0.00007634465,"teacher_disagreement_score":0.8440965,"about_ca_system_score_codex":0.00005642243,"about_ca_system_score_gemma":0.000051682382,"threshold_uncertainty_score":0.9823583},"labels":[],"label_agreement":null},{"id":"W2793877360","doi":"10.1364/ofc.2018.tu2j.2","title":"Linearly Polarized Multi-wavelength Comb via Rayleigh Scattering induced Brillouin Random Lasing Resonance","year":2018,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Random lasers and scattering media","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 Ottawa","funders":"","keywords":"Laser linewidth; Rayleigh scattering; Brillouin scattering; Lasing threshold; Optics; Wavelength; Polarization (electrochemistry); Materials science; Scattering; Resonance (particle physics); Optoelectronics; Physics; Optical fiber; Laser; Atomic physics; Chemistry","score_opus":0.035335567614773536,"score_gpt":0.2768438958943199,"score_spread":0.24150832827954638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793877360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8625699,0.00010564677,0.11760192,0.0023201,0.00024469715,0.00055612467,0.000025296706,0.00013079304,0.016445512],"genre_scores_gemma":[0.97407204,0.000013908633,0.024533277,0.00015486128,0.00021777464,0.000043102984,0.00006229722,0.000031606018,0.00087114575],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983157,0.00023031754,0.00047590732,0.00035760875,0.00022283317,0.00039764255],"domain_scores_gemma":[0.99787843,0.00040751445,0.00015557068,0.0010658978,0.00030549482,0.00018711861],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042361312,0.00025018142,0.0004055613,0.00005876935,0.00041248614,0.00024642376,0.00066802057,0.00009618423,0.0010495173],"category_scores_gemma":[0.00006189253,0.00024322515,0.00011523011,0.00018226706,0.00035520975,0.000255913,0.0002956043,0.00045200594,0.0004365011],"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":[0.0014106754,0.00097425573,0.014181313,0.00005661622,0.00031518284,0.0000052978276,0.0059518605,0.000009371772,0.3395523,0.0207396,0.0006386552,0.61616486],"study_design_scores_gemma":[0.09150991,0.001203013,0.11860122,0.0029740983,0.00057165744,0.000046273508,0.001712446,0.3290519,0.29972953,0.011760735,0.13637216,0.0064670444],"about_ca_topic_score_codex":0.00039634612,"about_ca_topic_score_gemma":0.00003788541,"teacher_disagreement_score":0.6096978,"about_ca_system_score_codex":0.000028230224,"about_ca_system_score_gemma":0.00008002184,"threshold_uncertainty_score":0.9998637},"labels":[],"label_agreement":null},{"id":"W2793885611","doi":"10.1364/ofc.2018.tu2e.2","title":"Bandwidth-Aware Figure of Merit for Silicon-Photonic Depletion Mode Modulators","year":2018,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Figure of merit; Bandwidth (computing); Silicon photonics; Photonics; Electronic engineering; Computer science; Insertion loss; Integrated optics; Photonic integrated circuit; Optoelectronics; Materials science; Engineering; Telecommunications","score_opus":0.022255986419178808,"score_gpt":0.2687141854662542,"score_spread":0.2464581990470754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793885611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.743818,0.00096583215,0.11129137,0.0011340287,0.00031354572,0.0012981277,0.0001745588,0.000591995,0.14041258],"genre_scores_gemma":[0.987344,0.00018376659,0.012006653,0.00005260438,0.000030717845,0.00008861573,0.00007269522,0.000025570322,0.00019535855],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990414,0.000031580512,0.00034801158,0.0001816363,0.00015113986,0.00024627242],"domain_scores_gemma":[0.99847955,0.00028096195,0.000049943046,0.0007745388,0.00030490913,0.000110100824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000135551,0.00016238684,0.00025713813,0.000046406552,0.000096952055,0.000036806545,0.00049812626,0.0001554942,0.0006670813],"category_scores_gemma":[0.00007923619,0.00015927036,0.000083512736,0.00013714575,0.0002569468,0.00016017613,0.00008382318,0.00017481435,0.00009932674],"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":[0.0003585807,0.000521387,0.0006690648,0.001305805,0.00054785324,0.0000013834326,0.002372012,0.006660786,0.13539413,0.7625717,0.0034295593,0.08616777],"study_design_scores_gemma":[0.0005078116,0.00013360968,0.0011248889,0.00015573058,0.000052664138,0.0000022390182,0.00007149208,0.8871029,0.08536934,0.0050611882,0.02009325,0.00032486187],"about_ca_topic_score_codex":0.00002403012,"about_ca_topic_score_gemma":0.000051107225,"teacher_disagreement_score":0.88044214,"about_ca_system_score_codex":0.00004177777,"about_ca_system_score_gemma":0.00004398685,"threshold_uncertainty_score":0.7304072},"labels":[],"label_agreement":null},{"id":"W2970881973","doi":"","title":"ROADM Subsystems & Technologies","year":2005,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Data Storage Technologies","field":"Computer Science","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":"JDSU (Canada)","funders":"","keywords":"Key (lock); Variety (cybernetics); Computer science; Systems engineering; Computer architecture; Embedded system; Engineering; Computer security","score_opus":0.03274564048209333,"score_gpt":0.27519337029384633,"score_spread":0.242447729811753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970881973","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":[0.0026889725,0.001547626,0.9111382,0.03201543,0.00006355334,0.00031043324,0.0000062923295,0.0048653996,0.047364112],"genre_scores_gemma":[0.5952266,0.00020536553,0.40398905,0.00005790704,0.0000069358452,0.00005247749,0.0000071418785,0.0000062889767,0.0004482383],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985902,0.00006449993,0.00034281943,0.00040819647,0.00026295416,0.00033134664],"domain_scores_gemma":[0.9955757,0.00027966013,0.00012257922,0.0037681896,0.00020083104,0.000053039716],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024790686,0.00018484484,0.00021570644,0.00012381503,0.00019988406,0.00024953534,0.00482193,0.00018029334,0.00006019773],"category_scores_gemma":[0.00039519096,0.00017093089,0.000044252218,0.00046600617,0.0003969711,0.0012694887,0.0022010321,0.00043453605,0.0011062605],"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":[0.0000013157955,0.00003246232,0.000025058742,0.000003377965,0.000005111478,0.0000011921551,0.00006051099,0.000027391407,0.00055024197,0.6288412,0.00046153154,0.3699906],"study_design_scores_gemma":[0.00082136056,0.000172572,0.00081048894,0.00020453439,0.00001911217,0.00011765999,0.00074191764,0.08361133,0.06977554,0.1309722,0.7114012,0.0013520842],"about_ca_topic_score_codex":0.000007542449,"about_ca_topic_score_gemma":0.000021723816,"teacher_disagreement_score":0.71093965,"about_ca_system_score_codex":0.000090997404,"about_ca_system_score_gemma":0.000060045437,"threshold_uncertainty_score":0.9996715},"labels":[],"label_agreement":null},{"id":"W4206230711","doi":"10.1364/ofc.2014.th2a.37","title":"Impact of Fabrication Non-Uniformity on Chip-Scale Silicon Photonic Integrated Circuits","year":2014,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic and Optical Devices","field":"Engineering","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":"University of British Columbia","funders":"","keywords":"Silicon photonics; Resonator; Photonics; Fabrication; Silicon; Materials science; Photonic integrated circuit; Optoelectronics; Chip; Wavelength; Silicon chip; Electronic circuit; Electrical engineering; Engineering","score_opus":0.017735337540876642,"score_gpt":0.25760726062690004,"score_spread":0.2398719230860234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206230711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7897018,0.00004732421,0.0066035884,0.00006826869,0.000041550782,0.000222016,0.000017177254,0.00014654471,0.20315172],"genre_scores_gemma":[0.99803096,0.00014697172,0.0015200821,0.000032294385,0.0000131345605,0.000034817993,0.00008712916,0.000022469909,0.000112131325],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99887526,0.00007699152,0.00039240718,0.0001961484,0.00019734136,0.00026184],"domain_scores_gemma":[0.9980663,0.0003781486,0.00007643959,0.0010695722,0.0002534159,0.00015610227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002513482,0.0002123753,0.0003178601,0.000080163925,0.00007083818,0.000049131824,0.0006221172,0.00015794113,0.00050787017],"category_scores_gemma":[0.00015350827,0.00018199191,0.000121418976,0.00027048818,0.00016919129,0.0001754548,0.00007680406,0.00041480674,0.0002901785],"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":[0.00021515012,0.0016983425,0.009105996,0.00054740574,0.0005896032,0.000001233989,0.0022243217,0.022521786,0.20443605,0.14574604,0.0010239498,0.61189014],"study_design_scores_gemma":[0.000695527,0.00037355843,0.18531923,0.00025519473,0.00004840832,0.0000034961572,0.00004841967,0.7630498,0.046566058,0.0016531064,0.0015098812,0.0004773721],"about_ca_topic_score_codex":0.00008455913,"about_ca_topic_score_gemma":0.000035534318,"teacher_disagreement_score":0.740528,"about_ca_system_score_codex":0.00011969513,"about_ca_system_score_gemma":0.00006382308,"threshold_uncertainty_score":0.7421415},"labels":[],"label_agreement":null}]}