{"meta":{"query_hash":"f85c7514ada1","filters":{"venue":"Optical Fiber Technology"},"cohort_total":33,"direct_labels_cover":0,"predictions_cover":33,"exported":33,"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/f85c7514ada1","api":"https://metacan.xera.ac/api/v1/cohort?venue=Optical+Fiber+Technology"},"results":[{"id":"W1978789496","doi":"10.1016/j.yofte.2003.11.004","title":"Experimental study of stimulated Brillouin and Raman scatterings in a Q-switched cladding-pumped fiber laser","year":2004,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Brillouin scattering; Cladding (metalworking); Optics; Fiber laser; Raman spectroscopy; Ytterbium; Raman scattering; Jitter; Laser; Brillouin zone; Doping; Optoelectronics; Physics; Telecommunications","score_opus":0.009103543571473253,"score_gpt":0.2672398073432776,"score_spread":0.2581362637718044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978789496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974669,0.00010490792,0.0009703674,0.00004440353,0.000006796137,0.000015074453,0.0000469043,0.000030631174,0.0013140851],"genre_scores_gemma":[0.9976342,0.00010262501,0.0013575626,0.000015303633,0.000011330053,0.000014618394,0.000047305362,0.00001018741,0.00080696034],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996817,0.00005347614,0.000010062866,0.000065415814,0.00012446387,0.00006501423],"domain_scores_gemma":[0.9989581,0.00062281085,0.000095284966,0.00008722261,0.00012290721,0.00011363243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058029324,0.0003971533,0.0003860358,0.00035719937,0.0012597403,0.00039193808,0.00079115335,0.0006422437,0.0016421418],"category_scores_gemma":[0.0005502887,0.00031471808,0.00026984114,0.00037079392,0.0015019351,0.0006292744,0.0004932755,0.0004955293,0.00019843777],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064966734,0.00008708951,0.0014546105,0.000041061663,0.0000136672315,0.000106425534,0.00032133688,0.0004330758,0.99498075,0.0007728997,0.0000538722,0.0010856487],"study_design_scores_gemma":[0.00013732116,0.0008366554,0.010265243,0.0000101997675,0.0000235148,0.000206957,0.00022547133,0.012349403,0.9744358,0.0003552206,0.0011203311,0.00003392748],"about_ca_topic_score_codex":0.00356343,"about_ca_topic_score_gemma":0.0041447063,"teacher_disagreement_score":0.00356343,"about_ca_system_score_codex":0.0007713656,"about_ca_system_score_gemma":0.00086228485,"threshold_uncertainty_score":0.007085383},"labels":[],"label_agreement":null},{"id":"W1986180570","doi":"10.1016/j.yofte.2005.11.007","title":"WDM high speed chirped DPSK fiber optical system transmission modeling in presence of PMD, PDL, and CD","year":2006,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polarization mode dispersion; Optics; Wavelength-division multiplexing; Transmission system; Polarization-division multiplexing; Transmission (telecommunications); Optical fiber; Dispersion (optics); Dispersion-shifted fiber; Polarization (electrochemistry); Physics; Single-mode optical fiber; Materials science; Computer science; Telecommunications; Fiber optic sensor; Chemistry","score_opus":0.007164626941370673,"score_gpt":0.19557751574860752,"score_spread":0.18841288880723683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986180570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50772077,0.00071506127,0.45648575,0.0005511159,0.000090001085,0.00010529591,0.00032053975,0.0006863518,0.03332507],"genre_scores_gemma":[0.97607803,0.00030664,0.011052719,0.000037599013,0.000021607219,0.000044179935,0.00007394882,0.00004410761,0.012341088],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983335,0.00003849065,0.0000038909893,0.00003116081,0.00007376189,0.000019299629],"domain_scores_gemma":[0.99966526,0.00013150492,0.000061998086,0.000027506812,0.00010079139,0.0000129763575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029218095,0.00050688855,0.0003694114,0.00034099518,0.0004873691,0.0005266219,0.0007722114,0.0009989971,0.0014367747],"category_scores_gemma":[0.0006068627,0.00043227882,0.00035013573,0.0003348936,0.00044151928,0.0012440906,0.00025793829,0.00048929616,0.00029024802],"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":[0.000046947505,0.000026925714,0.0005501941,0.00004440663,0.000017999759,0.00016255684,0.000088742185,0.9747986,0.012265152,0.0073832166,0.00029080018,0.0043244003],"study_design_scores_gemma":[0.0000020748716,0.000007874502,0.000107417625,0.0000016764824,0.0000028674515,0.00001751452,0.0000035296907,0.99876875,0.0007100654,0.00026062672,0.00011564325,0.0000019699046],"about_ca_topic_score_codex":0.011302239,"about_ca_topic_score_gemma":0.010723497,"teacher_disagreement_score":0.011302239,"about_ca_system_score_codex":0.001162472,"about_ca_system_score_gemma":0.00065677735,"threshold_uncertainty_score":0.022472918},"labels":[],"label_agreement":null},{"id":"W2002350544","doi":"10.1016/j.yofte.2013.07.012","title":"Near-infrared absorption detection in picolitre liquid volumes using amplified fibre loop ring-down detection","year":2013,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Spectroscopy and Laser Applications","field":"Chemistry","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Loop (graph theory); Materials science; Absorption (acoustics); Ring (chemistry); Infrared; Optics; Optoelectronics; Physics; Composite material; Chemistry; Mathematics","score_opus":0.009563086803580602,"score_gpt":0.24573469151726887,"score_spread":0.23617160471368828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002350544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87164694,0.0015103776,0.121563986,0.00019947057,0.00007428797,0.00009858118,0.00019727342,0.0011254465,0.0035837363],"genre_scores_gemma":[0.911971,0.0006355824,0.08187857,0.000071137154,0.00006371271,0.000102687896,0.00018465323,0.00008703405,0.0050056637],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99936944,0.00012207637,0.000024696006,0.00015872791,0.00025801305,0.00006705174],"domain_scores_gemma":[0.9994962,0.0002772549,0.00007508866,0.000048525708,0.000075818534,0.00002716672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005564274,0.00040707143,0.0003323697,0.00044851284,0.00053507136,0.0007078005,0.0010372279,0.00052530214,0.0010234368],"category_scores_gemma":[0.00073021173,0.00029573712,0.00018589632,0.00031971617,0.0006823985,0.0013876515,0.0007215587,0.0007789454,0.0004794997],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010623811,0.00003401424,0.000537487,0.000032032964,0.000005381203,0.00002603194,0.00006767914,0.00020441053,0.9921067,0.00024970234,0.0000748263,0.0065555354],"study_design_scores_gemma":[0.0000068298514,0.00021665753,0.0009663667,0.0000040004466,0.000009803662,0.00008707005,0.000028468923,0.006365105,0.9912271,0.00009475886,0.0009804737,0.000013366487],"about_ca_topic_score_codex":0.0013465835,"about_ca_topic_score_gemma":0.0030943234,"teacher_disagreement_score":0.0013465835,"about_ca_system_score_codex":0.0005956431,"about_ca_system_score_gemma":0.00040282359,"threshold_uncertainty_score":0.0043216944},"labels":[],"label_agreement":null},{"id":"W2010346230","doi":"10.1016/j.yofte.2010.01.003","title":"Significant reach enhancement for dispersion limited direct detection systems using offset carrier and linear electrical equalizers","year":2010,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Offset (computer science); Dispersion (optics); Electronic engineering; Materials science; Computer science; Engineering; Optics; Physics","score_opus":0.012083620327778601,"score_gpt":0.24064217956315867,"score_spread":0.22855855923538007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010346230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8619158,0.0031559842,0.09001291,0.0005853817,0.0001160279,0.00004177598,0.00010433398,0.0008838862,0.043183908],"genre_scores_gemma":[0.97791666,0.0005748899,0.013534333,0.000075571705,0.000040039144,0.000012258283,0.000090054666,0.00003944088,0.0077167954],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978834,0.000026012176,0.0000068526256,0.00003108473,0.000085538915,0.00006215141],"domain_scores_gemma":[0.99954623,0.00026071546,0.000031845386,0.000031295865,0.00010497723,0.000024974188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023513963,0.0004923644,0.00019414909,0.00028817367,0.00042910213,0.00050613395,0.00029112957,0.0005698818,0.0029472907],"category_scores_gemma":[0.00081607176,0.00018939913,0.00013289055,0.0002434203,0.000314301,0.000990122,0.0005636281,0.00039950662,0.00060507347],"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":[0.0007445579,0.00011177345,0.0017865972,0.00016816765,0.000048404025,0.00032009525,0.0002699793,0.010491341,0.89472264,0.009269527,0.00080265687,0.08126421],"study_design_scores_gemma":[0.000076755394,0.0008990528,0.0058503463,0.000046824236,0.00015585724,0.0011935121,0.00017675463,0.08812339,0.88750947,0.0058023827,0.010119039,0.000046645157],"about_ca_topic_score_codex":0.0011870007,"about_ca_topic_score_gemma":0.0045341766,"teacher_disagreement_score":0.0029472907,"about_ca_system_score_codex":0.00040500314,"about_ca_system_score_gemma":0.00048250167,"threshold_uncertainty_score":0.009859681},"labels":[],"label_agreement":null},{"id":"W2018734072","doi":"10.1016/j.yofte.2011.07.003","title":"100G optical transport based on polarization and/or subcarrier multiplexed modulation formats","year":2011,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Optical Network Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Huawei Technologies (Canada)","funders":"","keywords":"Subcarrier; Multiplexing; Subcarrier multiplexing; Modulation (music); Computer science; Digital signal processing; Electronic engineering; Polarization-division multiplexing; Transponder (aeronautics); Signal processing; Orthogonal frequency-division multiplexing; Telecommunications; Engineering; Computer hardware; Physics","score_opus":0.015023240713778212,"score_gpt":0.20687197257871123,"score_spread":0.191848731864933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018734072","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81039,0.0019470431,0.07735374,0.0012057897,0.00042815768,0.00030034725,0.00047197298,0.0013185684,0.106584355],"genre_scores_gemma":[0.95508736,0.0013578947,0.023870328,0.000171947,0.00010042491,0.000100019184,0.00033283338,0.00006725571,0.018911919],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.999788,0.000024913401,0.0000081613325,0.000027078053,0.00011265717,0.000039277606],"domain_scores_gemma":[0.999782,0.000068537745,0.000042180367,0.000046580357,0.000044622273,0.000016048934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027267303,0.0005281699,0.0003154712,0.000625474,0.00042856616,0.0010957103,0.0005393051,0.00049333804,0.0026724697],"category_scores_gemma":[0.00043038555,0.0002110808,0.00014153856,0.000697315,0.00066264695,0.0009997145,0.00048869,0.0005062164,0.00072698167],"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":[0.00032641643,0.00019877001,0.0010835277,0.00023624566,0.000040178176,0.00046465703,0.00025410127,0.0051770136,0.82101256,0.10872146,0.0033267322,0.059158284],"study_design_scores_gemma":[0.00010888438,0.0006424684,0.0028846895,0.000100004094,0.00006644299,0.0009487962,0.00012737304,0.12550819,0.7947895,0.022856144,0.051872972,0.00009466933],"about_ca_topic_score_codex":0.00071703485,"about_ca_topic_score_gemma":0.002216744,"teacher_disagreement_score":0.0026724697,"about_ca_system_score_codex":0.0009053076,"about_ca_system_score_gemma":0.00040350654,"threshold_uncertainty_score":0.0089402795},"labels":[],"label_agreement":null},{"id":"W2030709004","doi":"10.1016/j.yofte.2011.07.005","title":"Optical integration and multi-carrier solutions for 100G and beyond","year":2011,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Optical Network Technologies","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Infineon Technologies (Canada)","funders":"","keywords":"Key (lock); Computer science; Electronic engineering; Systems engineering; Engineering; Computer security","score_opus":0.026732360293638596,"score_gpt":0.23176706648007492,"score_spread":0.20503470618643632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030709004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4378379,0.060101416,0.24208374,0.010157604,0.002709348,0.00030156752,0.00032746707,0.0016436732,0.24483725],"genre_scores_gemma":[0.805865,0.012950791,0.11013983,0.0011731309,0.00057341147,0.000119188175,0.00024877055,0.00013791726,0.06879199],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998449,0.000016774224,0.000004449837,0.000023009194,0.00007946515,0.0000313292],"domain_scores_gemma":[0.9998312,0.000041846673,0.000023951245,0.000023279545,0.00006323162,0.000016417425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035826207,0.00048744408,0.00027552515,0.0006190912,0.00050763343,0.0012294287,0.0006482457,0.0009852932,0.00384861],"category_scores_gemma":[0.0004294178,0.00020526903,0.00018551103,0.00062922045,0.0005380669,0.0018795084,0.0008092055,0.0007844144,0.0008839285],"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":[0.00022143085,0.00018169626,0.0009619596,0.0003123703,0.000042277185,0.00033723176,0.00045872567,0.005105943,0.40223664,0.39643553,0.009170656,0.18453558],"study_design_scores_gemma":[0.00008789737,0.0009731566,0.003619676,0.00032277824,0.00012703937,0.0015996986,0.0004911146,0.090056255,0.25021958,0.21167326,0.44071063,0.000118872864],"about_ca_topic_score_codex":0.0011341599,"about_ca_topic_score_gemma":0.0021453174,"teacher_disagreement_score":0.00384861,"about_ca_system_score_codex":0.0009668054,"about_ca_system_score_gemma":0.00060551276,"threshold_uncertainty_score":0.012874901},"labels":[],"label_agreement":null},{"id":"W2032979951","doi":"10.1016/j.yofte.2009.01.002","title":"Characterization of Brillouin fiber generator and amplifier for optimized working condition of distributed sensors","year":2009,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Generator (circuit theory); Brillouin zone; Materials science; Fiber amplifier; Fiber; Amplifier; Characterization (materials science); Optoelectronics; Electronic engineering; Electrical engineering; Optics; Engineering; Physics; Power (physics); Nanotechnology; Composite material; CMOS","score_opus":0.009139088885724355,"score_gpt":0.22983013425603924,"score_spread":0.2206910453703149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032979951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8787394,0.0009742766,0.11653788,0.00042443097,0.00010712235,0.00023968166,0.0002557532,0.00073114946,0.001990211],"genre_scores_gemma":[0.9752196,0.00019685343,0.02216543,0.00005734583,0.000032121898,0.00008961586,0.000110143956,0.0000807462,0.0020481558],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99921775,0.000098188706,0.000036840018,0.0002543928,0.0003119687,0.00008089765],"domain_scores_gemma":[0.9986156,0.00056679617,0.00018295358,0.00013127277,0.00044978235,0.000053569303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007054665,0.00069692906,0.0005868641,0.00041246632,0.0005084642,0.0006333722,0.0011366821,0.00095510884,0.0016982842],"category_scores_gemma":[0.0015018285,0.00042623308,0.00021730602,0.0002691379,0.0003836535,0.00092813367,0.00030757207,0.0003550754,0.00041457036],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013036162,0.00003105992,0.0005165843,0.000043971562,0.000008507157,0.00004229579,0.00009613445,0.0002946265,0.99338704,0.0002602861,0.00014944279,0.0050396197],"study_design_scores_gemma":[0.000018637302,0.00017668336,0.0017712258,0.0000041543267,0.000014438673,0.00009140076,0.000024365809,0.0036866246,0.99309087,0.000050492472,0.0010634771,0.000007722121],"about_ca_topic_score_codex":0.00095356716,"about_ca_topic_score_gemma":0.0019751706,"teacher_disagreement_score":0.0016982842,"about_ca_system_score_codex":0.00081125455,"about_ca_system_score_gemma":0.00060169684,"threshold_uncertainty_score":0.005886078},"labels":[],"label_agreement":null},{"id":"W2034137631","doi":"10.1006/ofte.2000.0354","title":"Design and Compact Modeling of Saturated Erbium-Doped Fiber Amplifiers with Nonconfined Doping","year":2001,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Optical Network Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Doping; Amplifier; Materials science; Erbium; Core (optical fiber); Erbium doped fiber amplifier; Optical amplifier; Inversion (geology); Fiber; Noise figure; Optics; Optoelectronics; Physics; CMOS; Composite material","score_opus":0.016440435739502088,"score_gpt":0.22098102062625688,"score_spread":0.2045405848867548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034137631","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18835025,0.0012615644,0.76241803,0.00040395456,0.000093240364,0.00014900208,0.0002788641,0.0007961217,0.046249017],"genre_scores_gemma":[0.94292325,0.00060726696,0.04462568,0.00006148557,0.000038182683,0.00016307997,0.00012391701,0.000117805146,0.011339285],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99974674,0.000052396885,0.0000080841,0.000037865986,0.00011914012,0.000035698195],"domain_scores_gemma":[0.99967957,0.00012734703,0.00006345181,0.000032942826,0.000079403304,0.000017443639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034205415,0.0008502281,0.0007698125,0.00030329073,0.00045959497,0.0011984097,0.0018220596,0.0011596589,0.0015683187],"category_scores_gemma":[0.0007964703,0.0006129246,0.0006884922,0.00037300785,0.00060076395,0.0012201082,0.0005371599,0.0004261317,0.00043663566],"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":[0.000103601495,0.000047215362,0.00049867487,0.0000853237,0.000047220496,0.000108104665,0.00013145557,0.95009726,0.024518322,0.015631674,0.00042493502,0.00830624],"study_design_scores_gemma":[0.000005103382,0.000020606996,0.000072179864,0.000003351185,0.000007633959,0.000013444056,0.00000842246,0.9966876,0.0019625586,0.0007055662,0.0005092788,0.0000042717115],"about_ca_topic_score_codex":0.0064114924,"about_ca_topic_score_gemma":0.007945286,"teacher_disagreement_score":0.0064114924,"about_ca_system_score_codex":0.0015680463,"about_ca_system_score_gemma":0.0009283641,"threshold_uncertainty_score":0.012748361},"labels":[],"label_agreement":null},{"id":"W2072628076","doi":"10.1016/j.yofte.2006.07.003","title":"Time evolution of PMD due to tides and sun radiation on submarine fibers","year":2006,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Optical Network Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Differential group delay; Polarization mode dispersion; Decorrelation; Physics; Optics; Polarization (electrochemistry); Submarine; Dispersion (optics); Geology; Mathematics; Oceanography; Chemistry; Statistics","score_opus":0.0025250164160268837,"score_gpt":0.1793936661790662,"score_spread":0.17686864976303934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072628076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99390113,0.00017133546,0.00186991,0.00007050254,0.000019329635,0.0000076281913,0.00026593474,0.000071311755,0.0036229917],"genre_scores_gemma":[0.99820566,0.000063193394,0.00028744957,0.000011649793,0.0000076318265,0.000003448487,0.00014244886,0.000014354507,0.0012640517],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999229,0.000008591487,0.000002453202,0.000021987225,0.000024549723,0.00001945591],"domain_scores_gemma":[0.99913895,0.000487448,0.000119404845,0.000041489544,0.00013338242,0.000079198035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015901696,0.00019354653,0.00019484639,0.0005157394,0.00042373323,0.0003248413,0.00017933482,0.0003350178,0.003183343],"category_scores_gemma":[0.00092922244,0.00014841162,0.0002203686,0.00044783807,0.0003412241,0.00037343375,0.0002452406,0.00036574338,0.0002550553],"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":[0.0041518887,0.00032892273,0.14421305,0.00044122987,0.0003343518,0.003398278,0.0015454143,0.15712136,0.6106853,0.008951811,0.002960765,0.0658676],"study_design_scores_gemma":[0.00008558462,0.0005461694,0.6547768,0.00004927693,0.0001030518,0.00091736537,0.000513618,0.22487634,0.11218595,0.0019169005,0.0039236187,0.00010531114],"about_ca_topic_score_codex":0.0025034107,"about_ca_topic_score_gemma":0.0021918507,"teacher_disagreement_score":0.003183343,"about_ca_system_score_codex":0.00055965595,"about_ca_system_score_gemma":0.00015737789,"threshold_uncertainty_score":0.010649323},"labels":[],"label_agreement":null},{"id":"W2073152592","doi":"10.1016/j.yofte.2014.06.001","title":"Hybrid scheduling mechanisms for Next-generation Passive Optical Networks based on network coding","year":2014,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Advanced Photonic Communication Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Program for New Century Excellent Talents in University; Natural Science Foundation of Hebei Province; Department of Education of Hebei Province; Ministry of Education of the People's Republic of China; National Natural Science Foundation of China","keywords":"Optical line termination; Computer science; Quality of service; Scheduling (production processes); Passive optical network; Computer network; Efficient energy use; Coding (social sciences); Real-time computing; Engineering; Wavelength-division multiplexing; Electrical engineering","score_opus":0.02110062499932769,"score_gpt":0.24043301667749717,"score_spread":0.21933239167816948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073152592","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12386477,0.0010482538,0.86578417,0.000533141,0.00049949926,0.00017152449,0.00013514812,0.00081892376,0.007144616],"genre_scores_gemma":[0.9313988,0.00022584054,0.065814644,0.00012961747,0.00012295552,0.00009548192,0.000057722533,0.00006577306,0.002089121],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991424,0.00025363793,0.000044064782,0.000104609586,0.00022757868,0.00022768506],"domain_scores_gemma":[0.99676657,0.0016025186,0.00024849776,0.00044534574,0.0007482788,0.00018883291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002035585,0.0005838739,0.00071859075,0.0008065988,0.0010955334,0.0012833726,0.0017749488,0.0005802305,0.0020934818],"category_scores_gemma":[0.003296072,0.00030011006,0.00031320052,0.0008082507,0.00075187394,0.0017467961,0.0011893586,0.0008829323,0.00023671897],"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":[0.0012623987,0.00042784275,0.0008699098,0.0002288571,0.00012567319,0.00017462145,0.00030028797,0.5794875,0.04923787,0.23021139,0.00627058,0.13140309],"study_design_scores_gemma":[0.000035939564,0.000058157966,0.00009171399,0.0000075447797,0.00001622053,0.000021286562,0.000022084087,0.9748224,0.0024400218,0.021478824,0.0009882485,0.000017524799],"about_ca_topic_score_codex":0.0037299676,"about_ca_topic_score_gemma":0.007322009,"teacher_disagreement_score":0.0037299676,"about_ca_system_score_codex":0.0018530797,"about_ca_system_score_gemma":0.0024839183,"threshold_uncertainty_score":0.013445079},"labels":[],"label_agreement":null},{"id":"W2088220325","doi":"10.1016/j.yofte.2011.02.013","title":"Fast characterization of low-reflectance Bragg gratings in a polarization maintaining fiber using a reference grating","year":2011,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Avensys (Canada); MPB Technologies & Communications (Canada)","funders":"","keywords":"Fiber Bragg grating; Materials science; Optics; Grating; Extinction ratio; Polarization (electrochemistry); PHOSFOS; Wavelength; Optoelectronics; Fiber optic sensor; Polarization-maintaining optical fiber; Optical fiber; Physics","score_opus":0.019267753934729376,"score_gpt":0.23719541444867073,"score_spread":0.21792766051394136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088220325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9834102,0.00055231474,0.014579468,0.000060578157,0.000027488913,0.000016255019,0.00008320391,0.00025414227,0.0010164442],"genre_scores_gemma":[0.98990285,0.00020214128,0.009004034,0.000020125673,0.000009695964,0.0000069383796,0.000069853624,0.00003425929,0.00075009256],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99962103,0.000045088203,0.000011541583,0.00010067041,0.00017852061,0.000043127853],"domain_scores_gemma":[0.9995746,0.00013453157,0.00007400785,0.000072337316,0.00011079443,0.000033744724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046138457,0.00037173097,0.00038725918,0.0003888727,0.00032825486,0.00038829108,0.0006642308,0.0004902696,0.00045188036],"category_scores_gemma":[0.0005473308,0.00028458552,0.00014727426,0.00029193173,0.00043217046,0.00048547154,0.00018038042,0.00038142115,0.00017105325],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012292003,0.000016962145,0.00059988705,0.000020674028,0.0000048168977,0.00003243325,0.000049683174,0.000230148,0.9956866,0.0001122555,0.000050399965,0.0030731268],"study_design_scores_gemma":[0.000013424127,0.00014688261,0.003979498,0.0000024985713,0.000009617297,0.00009113505,0.000030140782,0.00403178,0.9912725,0.000027471435,0.00038667608,0.000008317182],"about_ca_topic_score_codex":0.0025102082,"about_ca_topic_score_gemma":0.0036159875,"teacher_disagreement_score":0.0025102082,"about_ca_system_score_codex":0.00061880983,"about_ca_system_score_gemma":0.00031891765,"threshold_uncertainty_score":0.0049911737},"labels":[],"label_agreement":null},{"id":"W2536556254","doi":"10.1016/j.yofte.2016.10.002","title":"Numerical calculation of the operation wavelength range of a polarization controller based on rotatable wave plates","year":2016,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Optical Network Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Waveplate; Birefringence; Optics; Wavelength; Polarization (electrochemistry); Polarization controller; Phase compensation; Quarter (Canadian coin); Materials science; Physics; Chemistry; Fiber laser; Phase noise","score_opus":0.006478300156849587,"score_gpt":0.19073273015149333,"score_spread":0.18425442999464375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2536556254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52271676,0.00068791566,0.38664317,0.00041850028,0.00016928851,0.00011435958,0.00020367655,0.0006168393,0.08842945],"genre_scores_gemma":[0.96134365,0.00010747967,0.03570978,0.000027028233,0.000008252435,0.00005268742,0.000026754062,0.000029476207,0.002694805],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999299,0.0000138433625,0.0000019538613,0.000009123807,0.00003349249,0.000011738775],"domain_scores_gemma":[0.99969065,0.00018041974,0.000029375742,0.000024117642,0.00006240797,0.000013078964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021320932,0.00024131354,0.0002835047,0.00026912792,0.00036682203,0.00039188447,0.0005382164,0.00049830996,0.0027595614],"category_scores_gemma":[0.0007831839,0.00020125405,0.00023632614,0.00030858393,0.0004478682,0.00036405397,0.00021201895,0.00028384465,0.00022137334],"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":[0.00009113017,0.00003867344,0.0006234715,0.00013500675,0.000018246243,0.00009888275,0.00006045746,0.9520988,0.017416,0.02037685,0.00049061835,0.008551927],"study_design_scores_gemma":[0.0000084074645,0.000011489002,0.00012823394,0.0000029891953,0.0000034844632,0.000011931369,0.0000082794395,0.99763334,0.0014635756,0.0005194267,0.00020523154,0.0000035382086],"about_ca_topic_score_codex":0.0039624586,"about_ca_topic_score_gemma":0.0024243526,"teacher_disagreement_score":0.0039624586,"about_ca_system_score_codex":0.00044032495,"about_ca_system_score_gemma":0.0005359869,"threshold_uncertainty_score":0.009231687},"labels":[],"label_agreement":null},{"id":"W2773003204","doi":"10.1016/j.yofte.2016.08.003","title":"Publishers Note","year":2016,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Orbital Angular Momentum in Optics","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Angular momentum; Multiplexing; Dimension (graph theory); Optical fiber; Emphasis (telecommunications); Optics; Computer science; Optical communication; Physics; Spatial multiplexing; Mode (computer interface); Telecommunications; Electronic engineering; Engineering; Mathematics; MIMO; Quantum mechanics","score_opus":0.004386085628971259,"score_gpt":0.224726783329956,"score_spread":0.22034069770098474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773003204","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00073786644,0.0020087236,0.0006484255,0.047473043,0.028806562,0.00013276086,0.001863619,0.00051029836,0.9178187],"genre_scores_gemma":[0.0012668477,0.00034692927,0.0001899816,0.008848469,0.0015743682,0.000037104914,0.00024113507,0.00007142119,0.9874237],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837226,0.00009677938,0.00007530921,0.00036335262,0.00086764013,0.00022464487],"domain_scores_gemma":[0.99615735,0.00089974835,0.00014319131,0.00058417226,0.001781342,0.00043419536],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012683752,0.00049313635,0.000609336,0.0012326057,0.003574975,0.0056747384,0.0016599233,0.0057261977,0.3661287],"category_scores_gemma":[0.007545963,0.00062941475,0.00068667124,0.0012242508,0.0008683371,0.0015148527,0.001544816,0.0067730383,0.31221122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002231999,0.000022858469,0.000117421776,0.000034336852,0.0000026897162,0.000091820104,0.00003977352,0.000033013053,0.00030547183,0.01159749,0.96832216,0.019410599],"study_design_scores_gemma":[0.000004050269,0.0000034641048,0.0001776608,0.00001707424,0.0000014435733,0.000028258577,0.000020369269,0.00002070662,0.00013739054,0.0008351253,0.9987515,0.0000030257627],"about_ca_topic_score_codex":0.01486765,"about_ca_topic_score_gemma":0.039231144,"teacher_disagreement_score":0.6338713,"about_ca_system_score_codex":0.0021738508,"about_ca_system_score_gemma":0.005811603,"threshold_uncertainty_score":0.9041405},"labels":[],"label_agreement":null},{"id":"W2904401971","doi":"10.1016/j.yofte.2018.12.005","title":"Optical temperature sensor based on Sm3+ emissions in a fluorotellurite glass","year":2018,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Luminescence Properties of Advanced Materials","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Ministerio de Asuntos Económicos y Transformación Digital, Gobierno de España; Ontario Centres of Excellence","keywords":"Analytical Chemistry (journal); Materials science; Raman spectroscopy; Ion; Calibration curve; Emission spectrum; Luminescence; Atmospheric temperature range; Absorption (acoustics); Absorption spectroscopy; Emission intensity; Spectroscopy; Optics; Spectral line; Chemistry; Detection limit; Optoelectronics; Physics; Thermodynamics","score_opus":0.009375026180221515,"score_gpt":0.2533263854428974,"score_spread":0.24395135926267586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904401971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96544546,0.00086035085,0.028968215,0.00021686895,0.00011028907,0.00004342685,0.00026795862,0.00069585413,0.0033915376],"genre_scores_gemma":[0.98642147,0.00027834502,0.009845078,0.000047174624,0.000022734472,0.000016932197,0.00009293811,0.000030598087,0.0032448305],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996886,0.00003964887,0.000015219772,0.000098677985,0.00011611937,0.000041773168],"domain_scores_gemma":[0.99983466,0.000039324834,0.000043097018,0.0000180551,0.00004092608,0.000023961404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003225435,0.00036000818,0.0003124999,0.00031564056,0.00038001238,0.00043600364,0.0007187805,0.0004990327,0.00094310247],"category_scores_gemma":[0.0002393304,0.00029374703,0.00021133556,0.00028961225,0.0004533233,0.00063833396,0.00034714388,0.00034623677,0.00034262188],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007818849,0.000008492248,0.00029303954,0.000033178618,0.0000049380324,0.00006403236,0.000031469826,0.000112785085,0.9973851,0.0002449502,0.000092886025,0.0016508158],"study_design_scores_gemma":[0.000005420787,0.00009175485,0.0012513576,0.0000029152845,0.000011638019,0.00008123651,0.000018311724,0.0020266767,0.99552155,0.00003397145,0.00094797334,0.0000071683617],"about_ca_topic_score_codex":0.0011727192,"about_ca_topic_score_gemma":0.0021307697,"teacher_disagreement_score":0.0011727192,"about_ca_system_score_codex":0.00050790835,"about_ca_system_score_gemma":0.00034185892,"threshold_uncertainty_score":0.0036851168},"labels":[],"label_agreement":null},{"id":"W2969170468","doi":"10.1016/j.yofte.2019.101971","title":"SOA/EDFA/RAMAN optical amplifier for DWDM systems at the edge of L & U wavelength bands","year":2019,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Optical Network Technologies","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Optiwave Systems (Canada)","funders":"Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Optical amplifier; Wavelength-division multiplexing; Amplifier; Optics; Flatness (cosmology); Noise figure; Materials science; Optoelectronics; Raman amplification; Wavelength; Physics; Laser","score_opus":0.011056127839719494,"score_gpt":0.2243564810943424,"score_spread":0.2133003532546229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969170468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8280725,0.0016287373,0.119751774,0.00084506243,0.0002477759,0.00016403105,0.0005598267,0.0021217957,0.04660851],"genre_scores_gemma":[0.9547078,0.0003515873,0.031675283,0.00010578802,0.000048688926,0.000022549853,0.00012336184,0.000032920514,0.012931973],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999031,0.000008897812,0.0000037256236,0.000020215386,0.000036499645,0.000027614984],"domain_scores_gemma":[0.99987495,0.000025491807,0.000012985889,0.000012254547,0.000059537855,0.000014724065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015015907,0.00021441434,0.00015595766,0.00028229394,0.00050915236,0.00045104141,0.0005200878,0.0003116674,0.0054606055],"category_scores_gemma":[0.00018290001,0.00016044512,0.00016642935,0.00025959275,0.00018139319,0.00039754497,0.00023261162,0.0003987848,0.0011373607],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038673438,0.00009591345,0.0013961069,0.0001347728,0.000027025368,0.00017870916,0.000086199565,0.001262449,0.924933,0.005246209,0.0019536242,0.064299285],"study_design_scores_gemma":[0.00004440482,0.000505989,0.00437048,0.00004176299,0.000064847896,0.00056606537,0.00012116614,0.057342775,0.91350406,0.0022924074,0.021115722,0.000030298586],"about_ca_topic_score_codex":0.0014525253,"about_ca_topic_score_gemma":0.006174227,"teacher_disagreement_score":0.0054606055,"about_ca_system_score_codex":0.00045091563,"about_ca_system_score_gemma":0.00042414665,"threshold_uncertainty_score":0.018267572},"labels":[],"label_agreement":null},{"id":"W3028280475","doi":"10.1016/j.yofte.2020.102262","title":"High thermal-stability Er-doped superfluorescent fiber source with a vertical cleaved fiber tail","year":2020,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Fundamental Research Funds for the Central Universities; Natural Science Foundation of Heilongjiang Province; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Fibre optic gyroscope; Materials science; Optics; Fiber; Wavelength; Reflector (photography); Thermal stability; Optical fiber; Optoelectronics; Physics; Light source; Composite material","score_opus":0.011209681362877913,"score_gpt":0.20143907496390123,"score_spread":0.1902293936010233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028280475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94873506,0.0005320553,0.04452437,0.0003643225,0.00011398713,0.00005577516,0.0004955521,0.00068926776,0.0044896873],"genre_scores_gemma":[0.96398574,0.00023808774,0.029054984,0.00007378921,0.000048240687,0.000027157806,0.0002997137,0.00009894204,0.0061732745],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996978,0.000011747427,0.000012384728,0.00010454345,0.00013633436,0.000037247682],"domain_scores_gemma":[0.9995677,0.000045621826,0.00010536715,0.00006269203,0.00016825665,0.000050437055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031909102,0.00043433416,0.00043815584,0.000253167,0.00042760107,0.00035454397,0.0010516249,0.0007164447,0.0014297809],"category_scores_gemma":[0.00026928578,0.00032444793,0.00025834364,0.00037171965,0.00040781384,0.00087071746,0.00045274422,0.0005340447,0.0007147344],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008322552,0.000013825448,0.00019791363,0.000018951614,0.000003983142,0.00003545693,0.000015224464,0.0001012345,0.997801,0.00023634628,0.00011233918,0.0013804989],"study_design_scores_gemma":[0.000026076608,0.00014684377,0.0012535903,0.000004459046,0.000010741071,0.00014725256,0.000015704243,0.0033804262,0.9933135,0.00008331855,0.0015972381,0.000020849828],"about_ca_topic_score_codex":0.0010460488,"about_ca_topic_score_gemma":0.0021216846,"teacher_disagreement_score":0.0014297809,"about_ca_system_score_codex":0.00068751926,"about_ca_system_score_gemma":0.0006879,"threshold_uncertainty_score":0.0049883723},"labels":[],"label_agreement":null},{"id":"W3037954633","doi":"10.1016/j.yofte.2020.102294","title":"The effect of photonic crystal fibre structure on the performance of Mach-Zehnder interferometer fibre optic gas sensors","year":2020,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Mach–Zehnder interferometer; Interferometry; Photonic-crystal fiber; Cladding (metalworking); Optical fiber; Optics; Fiber optic sensor; Single-mode optical fiber; Refractive index; Cladding mode; Stub (electronics); Optoelectronics; Wavelength; Electronic engineering; Polarization-maintaining optical fiber; Physics; Composite material","score_opus":0.005420793861065884,"score_gpt":0.20252574929428666,"score_spread":0.19710495543322076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037954633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932909,0.0008489145,0.0050603263,0.000053105447,0.000026012305,0.000019074398,0.00006211848,0.00007019245,0.00056928047],"genre_scores_gemma":[0.99521834,0.0002984241,0.0040988005,0.000016223605,0.000006995009,0.000013006689,0.00006898278,0.000013701442,0.0002654824],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99873453,0.00021253344,0.000060816055,0.00018664972,0.00065209804,0.00015333721],"domain_scores_gemma":[0.9974323,0.001264697,0.00037177987,0.0001252691,0.00073358614,0.000072285206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011142616,0.0005893956,0.00035132168,0.0002918836,0.00029582734,0.00044956908,0.00057904905,0.00079408585,0.00027545897],"category_scores_gemma":[0.0029018193,0.0003166832,0.00015869067,0.00033539505,0.0003942669,0.0006276399,0.00024044447,0.00029695767,0.00017147063],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000155121,0.000018881736,0.0009160378,0.00005630662,0.0000082113565,0.000041597315,0.000039616618,0.00073453254,0.99557626,0.000039850795,0.000019668623,0.0023939272],"study_design_scores_gemma":[0.0000049893947,0.00037761807,0.0034346336,0.0000053471454,0.000014723574,0.000079565296,0.000017249014,0.00393373,0.9918744,0.000012198277,0.00023438298,0.00001109042],"about_ca_topic_score_codex":0.001214811,"about_ca_topic_score_gemma":0.0018451905,"teacher_disagreement_score":0.001214811,"about_ca_system_score_codex":0.0005266078,"about_ca_system_score_gemma":0.00031576035,"threshold_uncertainty_score":0.005892873},"labels":[],"label_agreement":null},{"id":"W3143699077","doi":"10.1016/j.yofte.2021.102529","title":"Corrigendum to “Optical temperature sensor based on Sm3+ emissions in a fluorotellurite glass” [Optical Fiber Technol. 47 (2019) 178–186]","year":2021,"lang":"en","type":"erratum","venue":"Optical Fiber Technology","topic":"Advanced Fiber Optic Sensors","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":"York University","funders":"","keywords":"Materials science; Optical fiber; Fiber; Fiber optic sensor; Composite material; Optics; Optoelectronics; Physics","score_opus":0.00897312745751101,"score_gpt":0.2335294070174706,"score_spread":0.2245562795599596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3143699077","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015947365,0.00224095,0.0010189444,0.032048922,0.9516626,0.000055447435,0.0007420791,0.00039065364,0.011680852],"genre_scores_gemma":[0.0066765244,0.011140702,0.0040905727,0.054062687,0.14311364,0.000187069,0.0033638796,0.0010133901,0.77635145],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962584,0.00035673703,0.00039737613,0.0005393153,0.0020939703,0.00035430503],"domain_scores_gemma":[0.9902384,0.0017406408,0.0003646263,0.0005995034,0.0065594288,0.00049734715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025696394,0.0023829602,0.0024044812,0.00410704,0.0048649055,0.0026637437,0.0037002533,0.0078036254,0.10803608],"category_scores_gemma":[0.01654824,0.0014304802,0.0023853385,0.0026335784,0.0016583542,0.002636008,0.0021474028,0.0071355123,0.06139224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028475111,0.000013062555,0.000035403664,0.00010931408,0.000006907202,0.00015575488,0.000012395233,0.000042186275,0.00027176857,0.00060708966,0.9931819,0.00553577],"study_design_scores_gemma":[0.000017327671,0.000036871377,0.0007193332,0.000120120145,0.000026049103,0.00018349598,0.000035727044,0.00023331711,0.0010071982,0.00097144616,0.9966074,0.000041684227],"about_ca_topic_score_codex":0.030966867,"about_ca_topic_score_gemma":0.055344123,"teacher_disagreement_score":0.10803608,"about_ca_system_score_codex":0.0042394307,"about_ca_system_score_gemma":0.0034996187,"threshold_uncertainty_score":0.36141664},"labels":[],"label_agreement":null},{"id":"W4292071997","doi":"10.1016/j.yofte.2022.103006","title":"Graph wavelets for fault localization in optical mesh networks","year":2022,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Optical Network Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ciena (Canada)","funders":"Indian Institute of Technology Delhi","keywords":"Wavelet; Computer science; Scalability; Fault detection and isolation; Graph; Fault (geology); Algorithm; Mesh networking; Artificial intelligence; Theoretical computer science; Telecommunications","score_opus":0.006935700765049826,"score_gpt":0.21406631903119194,"score_spread":0.20713061826614212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292071997","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019621398,0.00037627373,0.9788411,0.0002968655,0.00006834858,0.000017665598,0.00008285099,0.00017388775,0.00052157394],"genre_scores_gemma":[0.7500777,0.0015953915,0.2435713,0.00017169512,0.00025697006,0.00009982162,0.00047958267,0.00016012492,0.0035873824],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99955016,0.00017609225,0.00002500856,0.000084709354,0.000102648875,0.00006143595],"domain_scores_gemma":[0.9970196,0.0020213765,0.00026123165,0.00022365668,0.0003589547,0.00011518625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011861597,0.00074526225,0.0011023611,0.0016319209,0.0003670774,0.0010081418,0.0011282085,0.0009674841,0.0014813105],"category_scores_gemma":[0.0077224574,0.00036811802,0.0005395784,0.0016144202,0.0009509329,0.0019546265,0.0011590249,0.0016458357,0.0002490076],"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":[0.00050087296,0.00008357801,0.001297806,0.00021883732,0.00009012769,0.00011209525,0.00015207822,0.72297233,0.004702106,0.12106318,0.0049213166,0.14388569],"study_design_scores_gemma":[0.000006154289,0.00001686366,0.00008173276,0.000005707321,0.000006028087,0.0000072818293,0.000016069012,0.9775138,0.00027366175,0.021837717,0.00023213611,0.0000029572848],"about_ca_topic_score_codex":0.003060942,"about_ca_topic_score_gemma":0.0019770374,"teacher_disagreement_score":0.003060942,"about_ca_system_score_codex":0.0007606982,"about_ca_system_score_gemma":0.00062345836,"threshold_uncertainty_score":0.006273091},"labels":[],"label_agreement":null},{"id":"W4308486052","doi":"10.1016/j.yofte.2022.103092","title":"All-fiber nonlinear multimode interference saturable absorber in reflection mode","year":2022,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Saturable absorption; Materials science; Multi-mode optical fiber; Optics; Fiber laser; Laser; Wavelength; Optoelectronics; Optical fiber; Physics","score_opus":0.015605814628398875,"score_gpt":0.29576415892431973,"score_spread":0.28015834429592085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308486052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92768496,0.0008209075,0.046753924,0.00031038641,0.00008106008,0.00006660836,0.00022167283,0.0013776311,0.022682829],"genre_scores_gemma":[0.94485563,0.00025026305,0.035307422,0.00009195537,0.000045992572,0.000029344292,0.00019189726,0.0001208583,0.019106565],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995691,0.000038968476,0.000011610942,0.00011782743,0.00020222738,0.000060331608],"domain_scores_gemma":[0.99963164,0.000062983825,0.000077143784,0.00006069788,0.00010589503,0.00006159367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003997596,0.00045771562,0.00057288585,0.0004922457,0.0010298667,0.000501612,0.0012993761,0.000663858,0.0025523591],"category_scores_gemma":[0.00028579572,0.0002647157,0.00039278078,0.0004556585,0.00046232587,0.00092474325,0.0006669511,0.0006054542,0.001165686],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002771123,0.000072707706,0.00076132704,0.00006579704,0.00002223232,0.00010264514,0.00012224744,0.00053796475,0.987563,0.0026378958,0.00047096712,0.0073660514],"study_design_scores_gemma":[0.00004556271,0.00042865955,0.0020076332,0.0000095101905,0.000048129044,0.0003420514,0.000055055014,0.025216682,0.96573544,0.00037466857,0.0057078865,0.000028651595],"about_ca_topic_score_codex":0.0018309662,"about_ca_topic_score_gemma":0.004919216,"teacher_disagreement_score":0.0025523591,"about_ca_system_score_codex":0.0011685035,"about_ca_system_score_gemma":0.00065998244,"threshold_uncertainty_score":0.008538485},"labels":[],"label_agreement":null},{"id":"W4365506065","doi":"10.1016/j.yofte.2023.103328","title":"Controlled-chemical etching of the cladding in optical fibers for the design of analytical sensors","year":2023,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Université de Liège; Fédération Wallonie-Bruxelles; Fonds De La Recherche Scientifique - FNRS","keywords":"Cladding (metalworking); Isotropic etching; Materials science; Buffer (optical fiber); Drop (telecommunication); Optical fiber; SIGNAL (programming language); Optics; Etching (microfabrication); Composite material; Optoelectronics; Computer science; Telecommunications; Layer (electronics)","score_opus":0.017848890100728362,"score_gpt":0.25665406250139616,"score_spread":0.2388051724006678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365506065","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7995899,0.0037494428,0.18787374,0.00015947483,0.00019536247,0.00016616352,0.0002008164,0.00024088731,0.007824242],"genre_scores_gemma":[0.8755016,0.0014354764,0.11993962,0.000053159503,0.000029537647,0.00006189187,0.00010557804,0.00004322035,0.0028299168],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998598,0.0000108575605,0.0000078658395,0.00003027649,0.00007749902,0.000013669699],"domain_scores_gemma":[0.9998317,0.00004938784,0.000050904768,0.000020273754,0.000039275055,0.000008389844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003298856,0.00028379596,0.00017829,0.00015108658,0.00020515903,0.0003193299,0.00052858214,0.00024312596,0.00025911132],"category_scores_gemma":[0.00028912944,0.00023422377,0.00014122741,0.00015069926,0.000329807,0.00031917074,0.00016426345,0.00026339598,0.000113464164],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002475082,0.00001711564,0.00015911997,0.00006023792,0.0000030786696,0.000011491292,0.000015171544,0.0009795825,0.9938501,0.0007830274,0.00006955335,0.0040267357],"study_design_scores_gemma":[0.000007315391,0.000049695012,0.00030764207,0.0000038770318,0.000004007681,0.000029811561,0.0000049935707,0.008668509,0.98920876,0.00009056752,0.0016205909,0.0000042869306],"about_ca_topic_score_codex":0.0009609986,"about_ca_topic_score_gemma":0.0044671814,"teacher_disagreement_score":0.0009609986,"about_ca_system_score_codex":0.0005250416,"about_ca_system_score_gemma":0.00045787255,"threshold_uncertainty_score":0.003809452},"labels":[],"label_agreement":null},{"id":"W4386206713","doi":"10.1016/j.yofte.2023.103499","title":"Efficiency optimization of E-band bismuth-doped ring-cavity fiber laser with low pump power","year":2023,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Optical Network Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Fiber laser; Slope efficiency; Laser; Bismuth; Optoelectronics; Optics; Optical amplifier; Laser diode; Laser power scaling; Amplifier; Fiber; Optical fiber; Wavelength; Diode; Physics","score_opus":0.005228247425238195,"score_gpt":0.20374575511358176,"score_spread":0.19851750768834356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386206713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97483885,0.00060095196,0.014519958,0.0001290715,0.00001798355,0.000015074087,0.000068904206,0.00015060314,0.009658564],"genre_scores_gemma":[0.994055,0.0002042874,0.003722666,0.000020563426,0.000007674434,0.000011014359,0.00003724685,0.000038941853,0.0019026352],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997454,0.000025073585,0.000007627317,0.000054292726,0.0001120747,0.000055541983],"domain_scores_gemma":[0.99980825,0.00004952383,0.00005393694,0.000015272048,0.000057618687,0.000015379312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021054193,0.00036395056,0.0003654949,0.00031994152,0.00047245613,0.00056622556,0.00053753913,0.00047025905,0.0017454745],"category_scores_gemma":[0.00021682917,0.00020599386,0.00030683607,0.00048036152,0.00034354915,0.000461072,0.00028212552,0.0001684313,0.00041757003],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000482845,0.000095841075,0.0017776027,0.00009438598,0.000034038494,0.00006830314,0.00006004666,0.008472728,0.978965,0.0029496027,0.0002940856,0.006705516],"study_design_scores_gemma":[0.000066433895,0.0002715534,0.0051068477,0.000016988897,0.000049171522,0.00009994848,0.000052740514,0.119501494,0.87251645,0.00044799433,0.0018314908,0.000038835602],"about_ca_topic_score_codex":0.0014671471,"about_ca_topic_score_gemma":0.0021405842,"teacher_disagreement_score":0.0017454745,"about_ca_system_score_codex":0.0008140598,"about_ca_system_score_gemma":0.00040283147,"threshold_uncertainty_score":0.0059064627},"labels":[],"label_agreement":null},{"id":"W4395063575","doi":"10.1016/j.yofte.2024.103803","title":"Cost minimization of multi-class demands groomed over multi-rate OTN interfaces considering WDM-layer constraints","year":2024,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Fundação de Amparo à Ciência e Tecnologia do Estado de Pernambuco; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Wavelength-division multiplexing; Minification; Computer science; Class (philosophy); Layer (electronics); Computer network; Optical Transport Network; Distributed computing; Materials science; Optical performance monitoring; Optics; Physics; Artificial intelligence; Nanotechnology","score_opus":0.02991335800785507,"score_gpt":0.2824055744579722,"score_spread":0.25249221645011716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395063575","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4431305,0.0016481603,0.497987,0.0015220818,0.00024155239,0.00044331703,0.0010497653,0.00042338736,0.053554244],"genre_scores_gemma":[0.9562017,0.0003126748,0.036367524,0.00009419436,0.00006441601,0.00009611174,0.00020783828,0.0001406268,0.0065149595],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99945253,0.0001771662,0.00001238392,0.000073389485,0.00010709201,0.00017743825],"domain_scores_gemma":[0.9989421,0.00062375603,0.000087917026,0.00005450673,0.00018035018,0.0001115306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091701455,0.0014544353,0.0013567306,0.00067908363,0.00074447435,0.0020338567,0.0015014783,0.0015502416,0.0074717035],"category_scores_gemma":[0.0019456965,0.00068632804,0.000772878,0.0013907686,0.0005178361,0.001117772,0.0010031621,0.00082636706,0.0004772553],"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":[0.00026883648,0.00007930838,0.0006390488,0.00018486888,0.000048922306,0.00022453944,0.000046486737,0.96596634,0.0030660846,0.004941449,0.0022349977,0.02229918],"study_design_scores_gemma":[0.000010137476,0.00005124224,0.00035234116,0.000009908546,0.000015958805,0.000032117805,0.000040718514,0.99744934,0.00048487217,0.0012667243,0.00028128483,0.0000052977935],"about_ca_topic_score_codex":0.008927106,"about_ca_topic_score_gemma":0.009755188,"teacher_disagreement_score":0.008927106,"about_ca_system_score_codex":0.0020198422,"about_ca_system_score_gemma":0.0012627881,"threshold_uncertainty_score":0.024995387},"labels":[],"label_agreement":null},{"id":"W4404576566","doi":"10.1016/j.yofte.2024.104045","title":"Relay aided UWOC-SMF-FSO based hybrid link for underwater wireless optical sensor network","year":2024,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Optical Wireless Communication Technologies","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Optiwave Systems (Canada)","funders":"King Saud University","keywords":"Relay; Computer science; Underwater; Electronic engineering; Wireless sensor network; Link (geometry); Optical link; Computer network; Telecommunications; Optical fiber; Engineering; Physics","score_opus":0.012761193530022788,"score_gpt":0.2408926715726574,"score_spread":0.22813147804263462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404576566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71458614,0.0021933091,0.27588233,0.0002288331,0.00008631792,0.00009063035,0.00012155981,0.0007619714,0.0060489653],"genre_scores_gemma":[0.9646157,0.0003123057,0.032851614,0.00004209281,0.0000131792685,0.000037520007,0.000058815356,0.000008879113,0.0020598883],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998847,0.000022779826,0.000004792283,0.000025693857,0.000043840097,0.000018141649],"domain_scores_gemma":[0.999838,0.000048696194,0.000043003965,0.000018569686,0.00004427133,0.000007452656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018804918,0.0003330415,0.00020800384,0.00033306977,0.00030059545,0.00027324347,0.00051020196,0.00040332234,0.0007723096],"category_scores_gemma":[0.00031546637,0.000093423114,0.00018848466,0.00022621061,0.00021477282,0.00054696057,0.00034911427,0.00014590695,0.00018981674],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006213003,0.00015892345,0.003943721,0.0004890628,0.00012419168,0.0007274988,0.00035739536,0.10331029,0.69744146,0.009850636,0.002347096,0.18062837],"study_design_scores_gemma":[0.000027055868,0.00076518796,0.0022721337,0.000032724747,0.000069204725,0.0007378994,0.00011985099,0.7963495,0.18964453,0.0015899042,0.008327925,0.00006411357],"about_ca_topic_score_codex":0.0010692654,"about_ca_topic_score_gemma":0.0027866396,"teacher_disagreement_score":0.0010692654,"about_ca_system_score_codex":0.00037192824,"about_ca_system_score_gemma":0.00024324398,"threshold_uncertainty_score":0.0026986003},"labels":[],"label_agreement":null},{"id":"W4404781443","doi":"10.1016/j.yofte.2024.104068","title":"Invited paper: Network digital twins for optical networks","year":2024,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Optical Network Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Huawei Technologies (Canada)","funders":"","keywords":"Computer science; Computer network","score_opus":0.006709357727172045,"score_gpt":0.214289281626499,"score_spread":0.20757992389932695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404781443","genre_codex":"editorial","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024953873,0.014164701,0.0025532183,0.25711614,0.6370507,0.00016599521,0.00035341864,0.00017652276,0.08592391],"genre_scores_gemma":[0.044878636,0.014124893,0.0026841527,0.069579065,0.28827477,0.00015972898,0.00041211682,0.0004494139,0.57943714],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983583,0.00028324293,0.00006840205,0.00031066407,0.0007306147,0.00024872474],"domain_scores_gemma":[0.9966101,0.0010687604,0.00012475398,0.00013935096,0.0011278271,0.0009292425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021239128,0.0009513815,0.0005715161,0.00093729043,0.0027537057,0.004977509,0.0009540701,0.0081948405,0.032387402],"category_scores_gemma":[0.007401409,0.0002766552,0.00057164795,0.00063020503,0.0007437741,0.003915742,0.0015699406,0.004760262,0.007990232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006136662,0.000017770972,0.00008247054,0.00008763059,0.0000065545423,0.00013889266,0.00004621773,0.00007835426,0.00039321388,0.00798757,0.9802414,0.0108584445],"study_design_scores_gemma":[0.00001813745,0.000031177253,0.00023069719,0.000043448075,0.000011162092,0.000102514285,0.0001151931,0.00030934974,0.000380466,0.0040189843,0.99472815,0.000010832732],"about_ca_topic_score_codex":0.0013952904,"about_ca_topic_score_gemma":0.0039701085,"teacher_disagreement_score":0.032387402,"about_ca_system_score_codex":0.001881088,"about_ca_system_score_gemma":0.0021978929,"threshold_uncertainty_score":0.10834664},"labels":[],"label_agreement":null},{"id":"W4405115038","doi":"10.1016/j.yofte.2024.104083","title":"Tunable Mode-locked Erbium/Ytterbium co-doped fiber laser","year":2024,"lang":"en","type":"article","venue":"Optical Fiber Technology","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Ytterbium; Fiber laser; Materials science; Erbium; Doping; Optoelectronics; Laser; Erbium doped fiber amplifier; Mode (computer interface); Optics; Optical amplifier; Computer science; Physics; Wavelength","score_opus":0.008406647566833653,"score_gpt":0.27813233303866425,"score_spread":0.2697256854718306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405115038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8343113,0.0020121161,0.15838028,0.00041024643,0.00017117648,0.0000767084,0.00015263494,0.0008879599,0.0035976085],"genre_scores_gemma":[0.9390635,0.00035676712,0.056632943,0.00010394542,0.00006086935,0.000049474256,0.00006728146,0.000028529244,0.0036368023],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99977785,0.000014297811,0.000010860036,0.00007441403,0.00009302019,0.00002968067],"domain_scores_gemma":[0.9998485,0.000022948661,0.000043627264,0.000014581382,0.00004630508,0.000024118506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016397878,0.00029604402,0.000316474,0.000242158,0.00029073656,0.00029352616,0.00094268646,0.0006055364,0.0006103238],"category_scores_gemma":[0.00017913128,0.00022717177,0.00016883618,0.00021497115,0.00034061488,0.000591714,0.00029552626,0.00031290654,0.0002651997],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041365623,0.000036496014,0.00025072476,0.000024539286,0.0000050723147,0.000098144126,0.000013944444,0.00048730365,0.9943229,0.00045781524,0.00006526576,0.004196482],"study_design_scores_gemma":[0.00005737658,0.00019004852,0.0010229091,0.0000082797105,0.000019525254,0.00058819493,0.00001257149,0.03366017,0.9620517,0.00018467328,0.0021748417,0.000029760075],"about_ca_topic_score_codex":0.0006995148,"about_ca_topic_score_gemma":0.0014437827,"teacher_disagreement_score":0.00094268646,"about_ca_system_score_codex":0.000624453,"about_ca_system_score_gemma":0.00046969208,"threshold_uncertainty_score":0.004530728},"labels":[],"label_agreement":null},{"id":"W4405195062","doi":"10.1016/j.yofte.2024.104071","title":"Impact of bending angle on antiresonant fibers with optimized symmetric geometries","year":2024,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bending; Materials science; Composite material","score_opus":0.007029611399257013,"score_gpt":0.234151269527457,"score_spread":0.22712165812819998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405195062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99322045,0.00027491458,0.0040329425,0.000041969688,0.000013819112,0.000012296788,0.000075815005,0.000078640645,0.002249135],"genre_scores_gemma":[0.9975762,0.0001024231,0.0018957531,0.000012053318,0.0000019781223,0.000007221656,0.000048816957,0.000028894447,0.0003266468],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99953926,0.00007912904,0.000034675828,0.000102858256,0.00015819567,0.00008583004],"domain_scores_gemma":[0.99797755,0.00068932486,0.00070696935,0.00020551548,0.0002930621,0.00012758555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006226167,0.00083203195,0.00023024534,0.0003259749,0.0002589846,0.0005809817,0.00036560185,0.0004958003,0.001007109],"category_scores_gemma":[0.0018295131,0.0002524126,0.00018723404,0.00024288964,0.0004700159,0.0005136264,0.0003038415,0.00027332842,0.00036885592],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067043933,0.00016890798,0.007154459,0.00023805308,0.000057385347,0.00035302236,0.00013200713,0.07140555,0.9061884,0.0011560674,0.00025727478,0.012218402],"study_design_scores_gemma":[0.00004567334,0.0017568655,0.009030766,0.000050689607,0.000067797984,0.00030726028,0.00016769284,0.074213415,0.9117651,0.00044298422,0.0020922152,0.000059551716],"about_ca_topic_score_codex":0.0008833026,"about_ca_topic_score_gemma":0.0020558909,"teacher_disagreement_score":0.001007109,"about_ca_system_score_codex":0.00051208236,"about_ca_system_score_gemma":0.0002928687,"threshold_uncertainty_score":0.003715396},"labels":[],"label_agreement":null},{"id":"W4410370275","doi":"10.1016/j.yofte.2025.104244","title":"Defining optical amplifiers gains using reinforcement learning","year":2025,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de Alagoas; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Reinforcement; Amplifier; Reinforcement learning; Computer science; Electronic engineering; Engineering; Artificial intelligence; Telecommunications; Structural engineering; Bandwidth (computing)","score_opus":0.011223392071069226,"score_gpt":0.2581834673937335,"score_spread":0.24696007532266426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410370275","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017136985,0.00009757942,0.9774588,0.00015596121,0.0000341984,0.000051247487,0.000014712632,0.00022693846,0.004823682],"genre_scores_gemma":[0.8530757,0.00012983965,0.14141311,0.00013015665,0.00003885973,0.00013928604,0.00003079997,0.0001001692,0.0049421974],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991246,0.00030781448,0.000030479303,0.00016695334,0.00024236029,0.0001277623],"domain_scores_gemma":[0.9970788,0.001939951,0.000198048,0.00013652748,0.0005347857,0.00011203038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015296472,0.0009524208,0.0007311354,0.00044742183,0.00037629248,0.0013021375,0.0013913977,0.0012009209,0.0031607042],"category_scores_gemma":[0.006303507,0.00046082286,0.00043742635,0.00030303927,0.0011693442,0.0020816757,0.0013619408,0.0019010341,0.00039854407],"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":[0.00006574216,0.0000745746,0.0004538035,0.000039209815,0.000015158901,0.000036442423,0.000049429385,0.93937474,0.0016173396,0.021940494,0.00057123584,0.03576185],"study_design_scores_gemma":[0.000007019459,0.000019928138,0.000033861103,0.000006024027,0.0000036371148,0.000007724087,0.0000056939507,0.9900108,0.0005908642,0.009102496,0.00020907258,0.0000028734764],"about_ca_topic_score_codex":0.0030401424,"about_ca_topic_score_gemma":0.0037330359,"teacher_disagreement_score":0.0031607042,"about_ca_system_score_codex":0.0014775645,"about_ca_system_score_gemma":0.0010741528,"threshold_uncertainty_score":0.010720551},"labels":[],"label_agreement":null},{"id":"W4411266278","doi":"10.1016/j.yofte.2025.104308","title":"Self-Q-switched and mode-locked erbium-ytterbium co-doped fiber laser","year":2025,"lang":"en","type":"article","venue":"Optical Fiber Technology","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Canada Foundation for Innovation","keywords":"Ytterbium; Fiber laser; Materials science; Erbium; Doping; Optoelectronics; Erbium doped fiber amplifier; Laser; Optics; Optical amplifier; Physics; Wavelength","score_opus":0.005322315181953821,"score_gpt":0.2642020872699875,"score_spread":0.2588797720880337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411266278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885461,0.00024806766,0.010133871,0.000047763217,0.000018287028,0.0000120600425,0.000043737713,0.00012633918,0.0008237882],"genre_scores_gemma":[0.9909854,0.000091660324,0.007249332,0.000023870696,0.000010715079,0.000015424916,0.000041718627,0.000014968946,0.0015669147],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99984086,0.000013209475,0.000008118996,0.000039227132,0.00006848507,0.000030045263],"domain_scores_gemma":[0.999793,0.000045518926,0.00005730944,0.000022618504,0.0000509782,0.000030502952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019443716,0.00019037137,0.00018970747,0.0002492924,0.00020422222,0.0001717236,0.0004762171,0.00035512974,0.0004925616],"category_scores_gemma":[0.00024527684,0.00018403464,0.00014577928,0.00016951481,0.00040553475,0.00044674508,0.00025170413,0.0002369466,0.00018275532],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027785538,0.000012917766,0.00030223094,0.000016474622,0.0000029977916,0.000061723615,0.000027561053,0.00016863542,0.99731195,0.00020973034,0.000021967908,0.001835969],"study_design_scores_gemma":[0.000011346625,0.00016139582,0.0022808667,0.0000028349955,0.000008138057,0.00034356423,0.00001406786,0.006785247,0.989518,0.000115832176,0.0007475807,0.00001110458],"about_ca_topic_score_codex":0.00058203423,"about_ca_topic_score_gemma":0.0008652951,"teacher_disagreement_score":0.00058203423,"about_ca_system_score_codex":0.00033006084,"about_ca_system_score_gemma":0.00033950774,"threshold_uncertainty_score":0.0023947954},"labels":[],"label_agreement":null},{"id":"W4411322437","doi":"10.1016/j.yofte.2025.104290","title":"Inverse design of figure eight fiber laser by artificial neural network","year":2025,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Optiwave Systems (Canada)","funders":"Northern Border University; Northern Borders University; Carleton University","keywords":"Artificial neural network; Inverse; Laser; Materials science; Computer science; Artificial intelligence; Optics; Mathematics; Physics; Geometry","score_opus":0.008576091884872433,"score_gpt":0.2075170782089363,"score_spread":0.19894098632406387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411322437","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15083994,0.00066991284,0.8341206,0.0004473626,0.00006601683,0.00009140774,0.000074678,0.0006851077,0.013004923],"genre_scores_gemma":[0.88259304,0.00018548565,0.11441611,0.00010175055,0.000010843603,0.00018701123,0.00008340067,0.000030699983,0.0023916604],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983025,0.00003607935,0.0000083409595,0.000037635313,0.00006394544,0.000023668525],"domain_scores_gemma":[0.9997694,0.00010764252,0.000042012027,0.000011545345,0.000059357866,0.000009967317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004368967,0.0004881104,0.0004167433,0.00028516346,0.0002781272,0.0004929768,0.00061080564,0.00076388643,0.0011022051],"category_scores_gemma":[0.00067393965,0.0003501696,0.00045833585,0.00018202039,0.00043965952,0.0004412092,0.00038631633,0.0005175911,0.00015465508],"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":[0.000031685526,0.000026128808,0.00039825757,0.000040169634,0.0000136724775,0.00004102023,0.00002562739,0.9776413,0.0057591205,0.0014278981,0.00020795666,0.014387145],"study_design_scores_gemma":[0.0000014287385,0.000008324358,0.000021236041,0.0000016672578,0.0000015126752,0.0000028347763,0.0000012916739,0.9993505,0.00039483627,0.00013967152,0.000075030766,0.0000016130932],"about_ca_topic_score_codex":0.003604211,"about_ca_topic_score_gemma":0.0034427962,"teacher_disagreement_score":0.003604211,"about_ca_system_score_codex":0.00064974744,"about_ca_system_score_gemma":0.00082881056,"threshold_uncertainty_score":0.0071664453},"labels":[],"label_agreement":null},{"id":"W4411674292","doi":"10.1016/j.yofte.2025.104327","title":"High-sensitivity MMI optical fiber humidity sensor based on SMCS","year":2025,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto Mississauga; Ministry of Higher Education, Malaysia; Ministry of Higher Education","keywords":"Sensitivity (control systems); Materials science; Humidity; Fiber optic sensor; Optical fiber; Fiber; Optoelectronics; Composite material; Optics; Electronic engineering; Engineering; Physics; Meteorology","score_opus":0.006897086752816448,"score_gpt":0.22992405016651665,"score_spread":0.2230269634137002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411674292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9380767,0.002808121,0.049674556,0.00028057868,0.0002808164,0.00004528755,0.0002447715,0.0006975339,0.007891694],"genre_scores_gemma":[0.97340685,0.000542192,0.021833088,0.00007208216,0.00008301188,0.000015916894,0.000117316304,0.000023224433,0.003906386],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996375,0.000041283438,0.000015153112,0.000074265554,0.00019609855,0.000035633173],"domain_scores_gemma":[0.9997397,0.00005063622,0.000050934857,0.000024305906,0.00011029431,0.000024188113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003674946,0.0004033923,0.00039599967,0.00038557535,0.00024927888,0.0003275559,0.0004018969,0.00039384526,0.00066170533],"category_scores_gemma":[0.00030384437,0.00022963497,0.00014093603,0.00033467624,0.00024686023,0.000545973,0.00026184434,0.000266832,0.00037310476],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006171777,0.000010866524,0.0007046731,0.000048425423,0.0000055208216,0.000033540844,0.000027235328,0.00005365719,0.9915665,0.0001611961,0.00015779014,0.0071687745],"study_design_scores_gemma":[0.0000029948217,0.00007739408,0.0020205528,0.000002835324,0.000013091228,0.000108641674,0.00001955534,0.0026031304,0.99270093,0.000024240146,0.002421388,0.0000052460005],"about_ca_topic_score_codex":0.00063659274,"about_ca_topic_score_gemma":0.001756805,"teacher_disagreement_score":0.00066170533,"about_ca_system_score_codex":0.0002859178,"about_ca_system_score_gemma":0.00017636585,"threshold_uncertainty_score":0.0022135973},"labels":[],"label_agreement":null},{"id":"W4415754552","doi":"10.1016/j.yofte.2025.104470","title":"Reinforcement learning-based wavelength-dependent power control for WDM systems","year":2025,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Fonds de recherche du Québec – Nature et technologies; Labex; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Multiplexer; Wavelength-division multiplexing; Channel (broadcasting); Equalization (audio); Power (physics); Optical performance monitoring; Attenuation; Power control; Optical amplifier","score_opus":0.005000403217024089,"score_gpt":0.2233406917443968,"score_spread":0.21834028852737272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415754552","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.079190195,0.00034497256,0.9160823,0.00026221364,0.000075327625,0.00005395877,0.0000209801,0.00031572342,0.0036543424],"genre_scores_gemma":[0.9822343,0.000056574332,0.01635635,0.00003748354,0.000017039718,0.000026608468,0.000010528687,0.00001273716,0.0012483436],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99972314,0.000076732445,0.00001354119,0.000051873696,0.00007812693,0.00005646361],"domain_scores_gemma":[0.9992643,0.00039168724,0.00009694616,0.00003577054,0.00017334436,0.000037906597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009005586,0.00043023666,0.0005433174,0.00020544269,0.00029516275,0.00050148414,0.00077381433,0.0004384989,0.0011767615],"category_scores_gemma":[0.00182357,0.0002228768,0.00019605418,0.00019680991,0.0006699948,0.00044914777,0.0006193435,0.00075521995,0.00014069676],"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":[0.000103256105,0.00008065933,0.00038737472,0.00003580373,0.00002365331,0.000033620734,0.00003981382,0.9441254,0.005072519,0.0050451113,0.00055405503,0.044498745],"study_design_scores_gemma":[0.000005250872,0.000016183145,0.00004548004,0.0000011289055,0.000001541638,0.0000029648652,9.827286e-7,0.9988312,0.00032769685,0.00070841884,0.000057679703,0.0000014595644],"about_ca_topic_score_codex":0.0055595366,"about_ca_topic_score_gemma":0.0046124896,"teacher_disagreement_score":0.0055595366,"about_ca_system_score_codex":0.00085709384,"about_ca_system_score_gemma":0.000762662,"threshold_uncertainty_score":0.011054337},"labels":[],"label_agreement":null},{"id":"W7092227858","doi":"10.1016/j.yofte.2025.104443","title":"Rare-earth co-doping for improved power efficiency in extended L-band erbium-doped fiber amplifiers","year":2025,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Amplifier; Fiber amplifier; Power (physics); Optical amplifier; Ytterbium; Power-added efficiency; Fiber laser; Ion; Laser","score_opus":0.017845058189815854,"score_gpt":0.24514931797708236,"score_spread":0.2273042597872665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7092227858","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98594993,0.0008639989,0.008628569,0.00014188026,0.00002684457,0.000010039035,0.00002238964,0.00008053751,0.004275741],"genre_scores_gemma":[0.9967416,0.00016367825,0.0022058142,0.000010634837,0.000004656569,0.0000023533305,0.0000063837665,0.0000091758775,0.00085569575],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999106,0.000012516897,0.0000052636096,0.000019774647,0.000030481733,0.00002140332],"domain_scores_gemma":[0.9998368,0.00006866883,0.000036899313,0.000014910875,0.000026318367,0.000016326585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020538745,0.000162322,0.0002642313,0.0001936093,0.0002685855,0.0005412024,0.00042320928,0.00037978406,0.0008238841],"category_scores_gemma":[0.0003540399,0.00013025694,0.00018555489,0.00019668348,0.0004050099,0.00042205685,0.00034542836,0.00024557544,0.00020025906],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039387785,0.00009031146,0.0010403842,0.000067185,0.000020167688,0.00019930836,0.000076299926,0.008627465,0.97161937,0.0071227993,0.00018399658,0.010558803],"study_design_scores_gemma":[0.00004284051,0.00022716791,0.001924401,0.00002255877,0.000034204393,0.00020811397,0.000057471236,0.13748147,0.85630274,0.001806987,0.0018643452,0.000027660388],"about_ca_topic_score_codex":0.0013504325,"about_ca_topic_score_gemma":0.0028787202,"teacher_disagreement_score":0.0013504325,"about_ca_system_score_codex":0.00043415057,"about_ca_system_score_gemma":0.0003091944,"threshold_uncertainty_score":0.0031499863},"labels":[],"label_agreement":null}]}