{"meta":{"query_hash":"7e76511ecdef","filters":{"venue":"Nonlinear Guided Waves and Their Applications"},"cohort_total":26,"direct_labels_cover":0,"predictions_cover":26,"exported":26,"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/7e76511ecdef","api":"https://metacan.xera.ac/api/v1/cohort?venue=Nonlinear+Guided+Waves+and+Their+Applications"},"results":[{"id":"W1969930761","doi":"10.1364/nlgw.2002.nlmd17","title":"Canonical Hamiltonian formulation of nonlinear pulse propagation in 3D photonic bandgap structures","year":2002,"lang":"en","type":"article","venue":"Nonlinear Guided Waves and Their Applications","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Hamiltonian (control theory); Nonlinear system; Photonic crystal; Band gap; Maxwell's equations; Photonics; Physics; Nonlinear optics; Polarization (electrochemistry); Kerr effect; Quantum mechanics; Mathematics","score_opus":0.01810567417864668,"score_gpt":0.2629580771072535,"score_spread":0.24485240292860683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969930761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9626246,0.00037861202,0.019188495,0.0004945026,0.000028197095,0.0018876765,0.00078993634,0.000057149613,0.014550834],"genre_scores_gemma":[0.9922693,0.000050344515,0.006721042,0.00003450403,0.00015327989,0.0002758436,0.00029015986,0.000024305786,0.00018126829],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99874383,0.000025223984,0.00052662904,0.00034261603,0.000116085444,0.0002456307],"domain_scores_gemma":[0.99912935,0.00006791255,0.00019462363,0.00041596053,0.00009814884,0.000093980874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012138024,0.00020075966,0.00026692727,0.00010092511,0.00016434131,0.000037723228,0.00016943623,0.00007565634,0.00036611882],"category_scores_gemma":[0.0000052267196,0.00016981536,0.000085345564,0.0003440659,0.000099276156,0.00011595083,0.000057889498,0.00017639693,0.000009102659],"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":[0.00006900939,0.0033142243,0.020772398,0.00028593818,0.00033940017,0.0000013279044,0.0048782933,0.0021478913,0.18550962,0.39450225,0.0007318103,0.38744783],"study_design_scores_gemma":[0.0028394987,0.00012528223,0.016006885,0.00009554748,0.000089830595,0.000014565596,0.00090915663,0.7919904,0.04604095,0.055101026,0.08585975,0.00092711434],"about_ca_topic_score_codex":0.00031900045,"about_ca_topic_score_gemma":0.00008158729,"teacher_disagreement_score":0.7898425,"about_ca_system_score_codex":0.00002970091,"about_ca_system_score_gemma":0.000053422027,"threshold_uncertainty_score":0.692487},"labels":[],"label_agreement":null},{"id":"W1973886603","doi":"10.1364/nlgw.2004.tuc40","title":"Pulse propagation and compression in nonlinear periodic structures with resonant saturable nonlinearities","year":2004,"lang":"en","type":"article","venue":"Nonlinear Guided Waves and Their Applications","topic":"Photorefractive and Nonlinear Optics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Transmittance; Nonlinear system; Saturable absorption; Materials science; Pulse compression; Pulse (music); Optics; Nonlinear optics; Refraction; Absorption (acoustics); Compression (physics); Energy (signal processing); Optoelectronics; Physics; Telecommunications; Computer science; Composite material","score_opus":0.011555307282987712,"score_gpt":0.2537223876815734,"score_spread":0.2421670803985857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973886603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98728836,0.00048780066,0.009345821,0.00040457168,0.000021023325,0.00082411995,0.00041127417,0.000040302064,0.001176748],"genre_scores_gemma":[0.96586543,0.00011344652,0.03287522,0.0000851689,0.00036372797,0.00012465486,0.00040883268,0.000037895523,0.00012560686],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988686,0.000028606672,0.00030472304,0.00039865376,0.00012822276,0.00027121804],"domain_scores_gemma":[0.99930125,0.00005867656,0.00012114285,0.00028467405,0.00011443544,0.000119787146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011080732,0.00026264123,0.0002762211,0.000104489875,0.00030896484,0.00011154445,0.00011831295,0.00007421077,0.000031459753],"category_scores_gemma":[0.000005258887,0.00018439576,0.00003906548,0.00022117712,0.00022917295,0.0001979835,0.00007745377,0.00029238043,0.0000042426454],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015803911,0.0066101155,0.12740344,0.0009929587,0.0009753254,0.000044842425,0.018264277,0.0034604664,0.16944222,0.19777264,0.0002873656,0.47316596],"study_design_scores_gemma":[0.024122916,0.0016936325,0.07383727,0.0015165068,0.00038533375,0.00029149576,0.026842162,0.19620398,0.2720792,0.1297829,0.26814783,0.005096782],"about_ca_topic_score_codex":0.0006107472,"about_ca_topic_score_gemma":0.00009900296,"teacher_disagreement_score":0.4680692,"about_ca_system_score_codex":0.000027531514,"about_ca_system_score_gemma":0.00011908266,"threshold_uncertainty_score":0.7519441},"labels":[],"label_agreement":null},{"id":"W1977943315","doi":"10.1364/nlgw.2004.pd4","title":"Beam Interactions with a “Blocker” Soliton in ID Arrays","year":2004,"lang":"en","type":"article","venue":"Nonlinear Guided Waves and Their Applications","topic":"Nonlinear Photonic Systems","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Université du Québec","funders":"","keywords":"Citation; Soliton; Publishing; Computer science; Physics; World Wide Web; Nonlinear system; Art; Literature; Quantum mechanics","score_opus":0.011707543623980817,"score_gpt":0.2614072306903091,"score_spread":0.24969968706632825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977943315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83361703,0.00023168512,0.10818648,0.0015509264,0.00014353916,0.002604212,0.0007192729,0.00018527666,0.052761573],"genre_scores_gemma":[0.98658687,0.000005877071,0.011537713,0.00006646748,0.000857571,0.00040354635,0.00021288516,0.000036361776,0.0002926949],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990578,0.000015058598,0.00029813917,0.0003127274,0.00007880296,0.00023744727],"domain_scores_gemma":[0.9993166,0.000046836547,0.00010001148,0.0003773163,0.000060514474,0.000098758566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000091534814,0.00018635683,0.00021096284,0.000087551976,0.00014553362,0.000063029416,0.00013748219,0.00003370047,0.000051858104],"category_scores_gemma":[0.0000018248716,0.00014350816,0.000050851824,0.00026095085,0.00008241787,0.000099267716,0.000043845826,0.00019341504,0.000043601976],"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":[0.00032532995,0.011992696,0.07806788,0.00043249104,0.0020545688,0.000021396521,0.022041712,0.015083182,0.11520292,0.5261499,0.0018522386,0.22677566],"study_design_scores_gemma":[0.008395618,0.0003213875,0.004005678,0.0005757314,0.00013467623,0.00018310282,0.015395516,0.016330482,0.07985421,0.07001177,0.802766,0.0020257982],"about_ca_topic_score_codex":0.0008157683,"about_ca_topic_score_gemma":0.00012232274,"teacher_disagreement_score":0.8009138,"about_ca_system_score_codex":0.000041953735,"about_ca_system_score_gemma":0.000107392814,"threshold_uncertainty_score":0.5852093},"labels":[],"label_agreement":null},{"id":"W1986265067","doi":"10.1364/nlgw.2004.mc7","title":"Dispersion-managed solitons as the interference of chirped complex conjugate pulses","year":2004,"lang":"en","type":"article","venue":"Nonlinear Guided Waves and Their Applications","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Dispersion (optics); Soliton; Interference (communication); Physics; Conjugate; Zero (linguistics); Optics; Telecommunications; Computer science; Mathematical analysis; Mathematics; Nonlinear system; Quantum mechanics","score_opus":0.01935260100307516,"score_gpt":0.27980687417227756,"score_spread":0.2604542731692024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986265067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65776044,0.00030140206,0.30863056,0.007335316,0.000049884115,0.0016198047,0.00089455576,0.00024702027,0.02316101],"genre_scores_gemma":[0.9932313,0.000028875978,0.006289599,0.00007788139,0.0000665758,0.00009161498,0.00008171372,0.000013291365,0.00011915964],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993446,0.000012122937,0.00022315214,0.00020809412,0.000053981465,0.0001580698],"domain_scores_gemma":[0.9992494,0.00008329925,0.00011590191,0.0004500627,0.00006261391,0.000038745635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004834602,0.00014122196,0.00016824897,0.000034953617,0.00023873225,0.00002625448,0.00030782903,0.000030970605,0.0000454498],"category_scores_gemma":[0.000007814039,0.00009025169,0.00006667252,0.00015731591,0.00038679375,0.00006354904,0.00016558541,0.00014062297,0.00001855806],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017648641,0.00032349507,0.00067499065,0.000027571905,0.00018548666,3.234988e-7,0.0010890894,0.0004833094,0.03134543,0.9082387,0.00017138085,0.057442535],"study_design_scores_gemma":[0.001100747,0.000110847395,0.0019193557,0.000079255806,0.00006913367,0.0000074294035,0.008827357,0.00248819,0.098255925,0.8397363,0.04695266,0.00045283273],"about_ca_topic_score_codex":0.00014383749,"about_ca_topic_score_gemma":0.000009604748,"teacher_disagreement_score":0.33547086,"about_ca_system_score_codex":0.000009116979,"about_ca_system_score_gemma":0.00002922217,"threshold_uncertainty_score":0.3680357},"labels":[],"label_agreement":null},{"id":"W1989066285","doi":"10.1364/nlgw.2005.thb11","title":"Nonlinear stabilization of modes with an orbital momentum in optical fibers","year":2005,"lang":"en","type":"article","venue":"Nonlinear Guided Waves and Their Applications","topic":"Orbital Angular Momentum in Optics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Nonlinear system; Nonlinear optical; Nonlinear optics; Optical fiber; Physics; Optics; Materials science; Quantum mechanics","score_opus":0.01097008441966579,"score_gpt":0.2545408916264433,"score_spread":0.24357080720677748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989066285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9699825,0.00004796636,0.024314951,0.0002560179,0.0000067992983,0.00045035695,0.00019546077,0.000023045226,0.004722873],"genre_scores_gemma":[0.9430383,0.0000052897044,0.056298807,0.000014965501,0.00017658692,0.00006540509,0.0002580799,0.000023123579,0.00011945972],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99913955,0.000015690279,0.00031330218,0.0002461874,0.0001045891,0.00018070251],"domain_scores_gemma":[0.99941987,0.00003607217,0.00008673813,0.00028252287,0.000084813844,0.000089955516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000093015806,0.00015180373,0.0001849442,0.000068412686,0.00006245871,0.000029781291,0.00011624549,0.00003801608,0.00006009944],"category_scores_gemma":[0.0000018853027,0.000119157754,0.000036790418,0.000174347,0.00013816547,0.00017716536,0.0000496246,0.000098659824,0.000006505585],"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":[0.0002916256,0.011265466,0.035757277,0.00026917245,0.00050073717,0.0000028655247,0.0074214125,0.030995404,0.059803262,0.7091172,0.00016115855,0.14441442],"study_design_scores_gemma":[0.0032566665,0.0008063696,0.0028209789,0.000099689845,0.00010453726,0.000014691875,0.011344268,0.86290085,0.07866131,0.02472413,0.01415799,0.0011085008],"about_ca_topic_score_codex":0.000051914696,"about_ca_topic_score_gemma":0.000018995821,"teacher_disagreement_score":0.8319055,"about_ca_system_score_codex":0.000020289877,"about_ca_system_score_gemma":0.000042762567,"threshold_uncertainty_score":0.48591122},"labels":[],"label_agreement":null},{"id":"W1989699308","doi":"10.1364/nlgw.2004.wb2","title":"Quasi-stable propagation of short laser pulses in silica waveguide arrays in the anomalous dispersion regime","year":2004,"lang":"en","type":"article","venue":"Nonlinear Guided Waves and Their Applications","topic":"Nonlinear Photonic Systems","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Institut National de la Recherche Scientifique","funders":"","keywords":"Dispersion (optics); Waveguide; Laser; Spatial dispersion; Optics; Materials science; Power (physics); Interpretation (philosophy); Function (biology); Physics; Computer science; Quantum mechanics","score_opus":0.014908270904536077,"score_gpt":0.25978118861680316,"score_spread":0.24487291771226707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989699308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9755053,0.00019109172,0.008591363,0.0007690575,0.000030063957,0.0018503204,0.0002014359,0.00002534604,0.012836021],"genre_scores_gemma":[0.9968477,0.000017854944,0.0023077608,0.00004016309,0.0002586892,0.0002382584,0.00018011028,0.000020302325,0.000089200155],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988046,0.00006027439,0.0004820049,0.00029545114,0.00013336794,0.00022424755],"domain_scores_gemma":[0.99922717,0.00008573148,0.00010947916,0.00046597398,0.00006666239,0.000044999382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037417747,0.00016997194,0.00024652877,0.00009449691,0.00009422015,0.00003235576,0.00022871363,0.000054106702,0.000017157481],"category_scores_gemma":[0.000008591487,0.00011776567,0.00006963848,0.00040692062,0.00009699796,0.00010047192,0.00004492463,0.00015429624,0.000008056765],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032673276,0.021874277,0.18542162,0.0009038956,0.0005293066,0.000019004836,0.035850074,0.012607866,0.17532663,0.3436582,0.0008339922,0.22264838],"study_design_scores_gemma":[0.012676498,0.0012847047,0.048543196,0.001693478,0.0002538622,0.00014754983,0.06595681,0.1359334,0.4199258,0.1330572,0.17679967,0.0037278028],"about_ca_topic_score_codex":0.0012010791,"about_ca_topic_score_gemma":0.00013968091,"teacher_disagreement_score":0.24459918,"about_ca_system_score_codex":0.0000393529,"about_ca_system_score_gemma":0.00009605891,"threshold_uncertainty_score":0.48023444},"labels":[],"label_agreement":null},{"id":"W1993478495","doi":"10.1364/nlgw.2002.nlmd18","title":"Depositing light in a photonic stop gap using Kerr nonlinear microresonators","year":2002,"lang":"en","type":"article","venue":"Nonlinear Guided Waves and Their Applications","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Resonator; Physics; Optics; Coupling (piping); Mixing (physics); Channel (broadcasting); Photonic crystal; Photonics; Optoelectronics; Materials science; Telecommunications; Quantum mechanics","score_opus":0.024191812727145854,"score_gpt":0.245438422093479,"score_spread":0.22124660936633314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993478495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9679014,0.0066524777,0.0042768223,0.00021710852,0.00006263239,0.0006482389,0.000091728965,0.00025032065,0.019899255],"genre_scores_gemma":[0.9743494,0.0007709804,0.024271805,0.00017495641,0.00018034235,0.000068454705,0.000027818689,0.00006592625,0.0000903601],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99895287,0.000015492004,0.00035779184,0.00026721458,0.00007150887,0.0003351187],"domain_scores_gemma":[0.9994763,0.00006621601,0.000030358653,0.00027212917,0.000031483494,0.00012351337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000965258,0.00021474058,0.00023521238,0.000109980276,0.00012869528,0.00005505536,0.00016236017,0.000116749456,0.000053322696],"category_scores_gemma":[0.000008509389,0.00019089486,0.00006553361,0.00030762146,0.000057182817,0.00009590035,0.00005347657,0.00022918673,0.000033809047],"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":[0.000045088404,0.0018917143,0.0028311491,0.0016690927,0.0007929638,0.0001074861,0.010237648,0.027726982,0.7672642,0.038206127,0.0012514218,0.14797615],"study_design_scores_gemma":[0.00028545826,0.000009569391,0.00008283687,0.00005384029,0.000012827646,0.000037356604,0.00019432178,0.9394703,0.018147908,0.0003770562,0.04107859,0.0002499538],"about_ca_topic_score_codex":0.00004016918,"about_ca_topic_score_gemma":0.00005208286,"teacher_disagreement_score":0.9117433,"about_ca_system_score_codex":0.000057114255,"about_ca_system_score_gemma":0.000013999591,"threshold_uncertainty_score":0.7784467},"labels":[],"label_agreement":null},{"id":"W1997390926","doi":"10.1364/nlgw.2004.tuc50","title":"Diffractionless optical micro-circuitry in an inverse opal photonic band gap heterostructure","year":2004,"lang":"en","type":"article","venue":"Nonlinear Guided Waves and Their Applications","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Photonic crystal; Heterojunction; Optoelectronics; Materials science; Photonics; Photonic integrated circuit; Bandwidth (computing); Inverse; Yablonovite; Optics; Physics; Telecommunications; Computer science","score_opus":0.01879576911149942,"score_gpt":0.2795585866270376,"score_spread":0.26076281751553815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997390926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866416,0.00005949107,0.0077540064,0.00032198586,0.000026776788,0.00064858404,0.00038366497,0.000042466916,0.004121457],"genre_scores_gemma":[0.99548596,0.000019919291,0.003340108,0.00013688173,0.00025921562,0.0002429792,0.0004292505,0.00002902312,0.000056635658],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988372,0.000016733728,0.00033120046,0.00044066008,0.000081238904,0.00029301204],"domain_scores_gemma":[0.9991623,0.000035118228,0.00009207785,0.00046939103,0.000056116274,0.00018498895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000081133774,0.0002266495,0.0002297459,0.00006952469,0.00023275313,0.00010219568,0.00020522362,0.00008587518,0.00013117556],"category_scores_gemma":[0.0000017177989,0.00019792377,0.00008248473,0.00023114865,0.00015191652,0.00016121818,0.000053084503,0.00027680444,0.000019444371],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003086554,0.0017533766,0.0065194014,0.000050781255,0.00010935888,0.0000019506424,0.0016479327,0.0011725059,0.85605055,0.10997741,0.000130364,0.022555491],"study_design_scores_gemma":[0.010800885,0.0002706502,0.038733847,0.00020329012,0.00019287872,0.00012397603,0.010194084,0.015994057,0.3659329,0.4631265,0.09141092,0.0030159915],"about_ca_topic_score_codex":0.00022273306,"about_ca_topic_score_gemma":0.00012217474,"teacher_disagreement_score":0.49011764,"about_ca_system_score_codex":0.00004632844,"about_ca_system_score_gemma":0.0000889894,"threshold_uncertainty_score":0.8071098},"labels":[],"label_agreement":null},{"id":"W2004799983","doi":"10.1364/nlgw.2004.mc24","title":"Optical switching in nonlinear photonic crystals micro-resonators","year":2004,"lang":"en","type":"article","venue":"Nonlinear Guided Waves and Their Applications","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Bistability; Resonator; Optical bistability; Photonic crystal; Nonlinear photonic crystal; Optical switch; Nonlinear system; Photonics; Nonlinear optics; Optoelectronics; Waveguide; Kerr effect; Materials science; Optics; Physics","score_opus":0.011905109512717733,"score_gpt":0.2685674169319735,"score_spread":0.2566623074192558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004799983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.931962,0.00036464536,0.052325547,0.0015056848,0.00002732419,0.0012415447,0.00043172386,0.00009173746,0.012049759],"genre_scores_gemma":[0.9754438,0.00004828399,0.023299102,0.00017523405,0.00026335948,0.00042567737,0.00019298895,0.000042855852,0.000108705164],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99851525,0.000015444644,0.00048472828,0.00048498693,0.000107979504,0.0003916235],"domain_scores_gemma":[0.9990903,0.00007930838,0.0001125174,0.00047702494,0.000061926956,0.00017890258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018368785,0.00026705483,0.00029668075,0.00010187845,0.00026469646,0.00009018733,0.0002562247,0.00007857636,0.000095670905],"category_scores_gemma":[0.000004774172,0.00023311783,0.0001223831,0.0003663887,0.000107096064,0.00010570022,0.0001240814,0.00029627242,0.00003830523],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032260254,0.0025682503,0.0027031414,0.00008054742,0.00021899855,0.000003967565,0.002045208,0.0011922689,0.3245328,0.61350137,0.00023700538,0.05288417],"study_design_scores_gemma":[0.0056980047,0.00011721734,0.0027726279,0.00023495787,0.000107370644,0.000055422737,0.005040368,0.020438598,0.16182871,0.43995875,0.3618007,0.0019472652],"about_ca_topic_score_codex":0.00030592698,"about_ca_topic_score_gemma":0.000035479097,"teacher_disagreement_score":0.3615637,"about_ca_system_score_codex":0.000051730338,"about_ca_system_score_gemma":0.0001436511,"threshold_uncertainty_score":0.95062685},"labels":[],"label_agreement":null},{"id":"W2021080799","doi":"10.1364/nlgw.2004.mc39","title":"Bistability and chaos from a dual nonlinear optical loop mirror resonator","year":2004,"lang":"en","type":"article","venue":"Nonlinear Guided Waves and Their Applications","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Citation; CHAOS (operating system); Resonator; Bistability; Optical bistability; Computer science; Nonlinear system; Physics; Dual (grammatical number); Loop (graph theory); Nonlinear optics; Publishing; Optoelectronics; Telecommunications; Electronic engineering; World Wide Web; Engineering; Mathematics; Art; Computer security; Quantum mechanics","score_opus":0.016011085686070445,"score_gpt":0.26855739161865233,"score_spread":0.25254630593258187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021080799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9525115,0.00032592998,0.041902978,0.0019280931,0.00002555067,0.00066865917,0.0014987101,0.00019331739,0.0009452846],"genre_scores_gemma":[0.8267104,0.00003260239,0.17228016,0.00008436608,0.00024289152,0.00021547203,0.00030531865,0.000035804776,0.00009297642],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988738,0.000011622666,0.00029252216,0.00048568397,0.000086133114,0.00025024274],"domain_scores_gemma":[0.9991055,0.00010529105,0.00008003995,0.00050640525,0.00007535959,0.00012737248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000072102914,0.00022504239,0.00024682656,0.00004329936,0.00021506198,0.00005324125,0.00014673581,0.00009430247,0.00003664408],"category_scores_gemma":[0.000014024271,0.00018491536,0.000060982315,0.00014934893,0.00037078006,0.00010257633,0.00018843572,0.00023491656,0.000021620397],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012548419,0.0027294147,0.017872097,0.0001137432,0.00059184333,0.0000080176,0.00221575,0.00008201729,0.06732772,0.6153232,0.00019386977,0.29341683],"study_design_scores_gemma":[0.0041734213,0.00019536205,0.010293085,0.00008903054,0.0001374273,0.000017355916,0.005312932,0.0062077767,0.13612463,0.6781162,0.15791796,0.0014148206],"about_ca_topic_score_codex":0.00025381168,"about_ca_topic_score_gemma":0.00002335152,"teacher_disagreement_score":0.29200202,"about_ca_system_score_codex":0.000022317981,"about_ca_system_score_gemma":0.00005173911,"threshold_uncertainty_score":0.75406295},"labels":[],"label_agreement":null},{"id":"W2031241041","doi":"10.1364/nlgw.2004.mc6","title":"Direct scattering transform perturbation theory for dispersion-managed systems","year":2004,"lang":"en","type":"article","venue":"Nonlinear Guided Waves and Their Applications","topic":"Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Piecewise; Dispersion (optics); Propagation constant; Nonlinear system; Perturbation (astronomy); Scattering; Perturbation theory (quantum mechanics); Constant (computer programming); Mathematical analysis; Physics; Field (mathematics); Mathematics; Optics; Computer science; Quantum mechanics; Pure mathematics","score_opus":0.010609926269762456,"score_gpt":0.2234120381092977,"score_spread":0.21280211183953524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031241041","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0311179,0.0027837572,0.94441634,0.0011912781,0.00014280496,0.0020599558,0.0001965373,0.0015092526,0.01658216],"genre_scores_gemma":[0.97993505,0.0005118998,0.01850676,0.00003136603,0.00017356593,0.00052669126,0.000070814065,0.00004532926,0.00019855217],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993905,0.000005573061,0.00019094176,0.00017704756,0.000046650188,0.00018929868],"domain_scores_gemma":[0.99954873,0.00011702546,0.000018889026,0.00023709334,0.00003118877,0.000047082554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012335058,0.00014342421,0.00015294665,0.000060053557,0.00015453558,0.000051340343,0.00012813228,0.000091054404,0.0000022711654],"category_scores_gemma":[0.000012584323,0.00011455255,0.00005697829,0.00012178714,0.00009648601,0.00008021839,0.000019215924,0.00008318527,0.000008366953],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015407397,0.00008556092,0.000007235832,0.00042974175,0.00017079433,4.5956259e-7,0.0005650019,0.05976939,0.007423741,0.8125016,0.00026311475,0.11876798],"study_design_scores_gemma":[0.0012621385,0.00010803119,0.00008750565,0.00020517677,0.00010295409,0.000024840221,0.0022511608,0.5970969,0.01215692,0.23815885,0.14769556,0.00084993424],"about_ca_topic_score_codex":0.0000029306893,"about_ca_topic_score_gemma":0.0000023687371,"teacher_disagreement_score":0.94881713,"about_ca_system_score_codex":0.00004672711,"about_ca_system_score_gemma":0.0000061015467,"threshold_uncertainty_score":0.46713176},"labels":[],"label_agreement":null},{"id":"W2038497084","doi":"10.1364/nlgw.2004.tua6","title":"Nonlinear refractive index of As2S3 channel waveguides at 1.55 μm","year":2004,"lang":"en","type":"article","venue":"Nonlinear Guided Waves and Their Applications","topic":"Nonlinear Optical Materials Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Citation; Channel (broadcasting); Refractive index; Computer science; Nonlinear system; Index (typography); Publishing; Nonlinear optical; Optoelectronics; Physics; Telecommunications; World Wide Web; Art","score_opus":0.014601505118114672,"score_gpt":0.24410621010433792,"score_spread":0.22950470498622325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038497084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93583685,0.0020007512,0.041231845,0.0010604038,0.00024558147,0.0016337914,0.001561371,0.00066727365,0.015762117],"genre_scores_gemma":[0.96644825,0.0008713315,0.031389438,0.00009986009,0.0005767101,0.00018321344,0.00014271167,0.000101183934,0.00018732509],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986519,0.000014914864,0.00053529884,0.00031953838,0.00014612755,0.00033220233],"domain_scores_gemma":[0.9990432,0.00011062068,0.000096860036,0.00044461517,0.00016855205,0.00013610718],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014225386,0.00030872083,0.00042811493,0.00010413636,0.0001822747,0.000029366225,0.00019804189,0.00014684773,0.000040568033],"category_scores_gemma":[0.000042560874,0.00025803183,0.0000961807,0.00024943272,0.00024430305,0.00010349007,0.00018144012,0.00015999847,0.00007348818],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037017578,0.0027988935,0.0008567275,0.0023974509,0.002817407,0.00002576336,0.008934952,0.04218691,0.86675036,0.037493847,0.0032391849,0.032128297],"study_design_scores_gemma":[0.004112979,0.0002948298,0.002758282,0.0004356282,0.00020399637,0.00015529645,0.0021615443,0.09297185,0.7400479,0.046318304,0.10844088,0.002098561],"about_ca_topic_score_codex":0.000051313218,"about_ca_topic_score_gemma":0.000038397386,"teacher_disagreement_score":0.12670253,"about_ca_system_score_codex":0.00009029404,"about_ca_system_score_gemma":0.000031275482,"threshold_uncertainty_score":0.9999872},"labels":[],"label_agreement":null},{"id":"W2045035208","doi":"10.1364/nlgw.2001.mc3","title":"Near-infrared waveguide Raman spectroscopy of single and multilayer chalcogenide device materials","year":2001,"lang":"en","type":"article","venue":"Nonlinear Guided Waves and Their Applications","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Chalcogenide; Citation; Raman spectroscopy; Chalcogenide glass; Optoelectronics; Computer science; Infrared; Publishing; Waveguide; Materials science; Physics; World Wide Web; Optics; Art","score_opus":0.019048847106780842,"score_gpt":0.2533671730343461,"score_spread":0.23431832592756524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045035208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9769008,0.001183007,0.0048459633,0.00013801428,0.000042181582,0.00044778228,0.00015909,0.0001447933,0.016138354],"genre_scores_gemma":[0.9746892,0.00082943455,0.023943055,0.00010649002,0.00011999154,0.000056738783,0.000051662133,0.000037736725,0.00016571463],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99913967,0.000012650684,0.00034784945,0.00020797276,0.0000683783,0.00022349699],"domain_scores_gemma":[0.99943846,0.00007135205,0.00005177058,0.00027312315,0.000053039796,0.000112271446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010254917,0.00017828746,0.0002625912,0.00004113617,0.00009739386,0.00006049949,0.00011178085,0.000086505745,0.00006474986],"category_scores_gemma":[0.00001242644,0.00014954734,0.000036265843,0.00013796115,0.00012195822,0.0000796928,0.00005293501,0.000068204405,0.000014179],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013347197,0.00007932566,0.00012543137,0.00012497573,0.00007633545,0.0000014826228,0.0003164044,0.00010824646,0.9927049,0.00231574,0.00010560267,0.0040281983],"study_design_scores_gemma":[0.000586585,0.000056366633,0.001305486,0.000057354333,0.0000507533,0.000056578734,0.00024394547,0.10143225,0.7835853,0.0030323947,0.10922891,0.00036405164],"about_ca_topic_score_codex":0.000027387377,"about_ca_topic_score_gemma":0.0000129195,"teacher_disagreement_score":0.20911959,"about_ca_system_score_codex":0.000015673515,"about_ca_system_score_gemma":0.000012647301,"threshold_uncertainty_score":0.60983634},"labels":[],"label_agreement":null},{"id":"W2050954073","doi":"10.1364/nlgw.2005.thb18","title":"All-Optical Generation and Steering of Spatial Solitons in Discrete Waveguide Array","year":2005,"lang":"en","type":"article","venue":"Nonlinear Guided Waves and Their Applications","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Beam steering; Waveguide; Optics; Nonlinear system; Nonlinear optics; Physics; Beam (structure); Computer science; Optoelectronics; Laser; Quantum mechanics","score_opus":0.01776235182350819,"score_gpt":0.2777519852695576,"score_spread":0.25998963344604936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050954073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5104333,0.00013707811,0.48468155,0.0012222494,0.000013399819,0.00041118174,0.00014414554,0.0000494113,0.0029076794],"genre_scores_gemma":[0.9401036,0.000024799025,0.059384886,0.000024256287,0.00024230921,0.0000754503,0.00007614687,0.000013020084,0.000055566543],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99930316,0.00000868269,0.00027083565,0.000217294,0.00004847128,0.0001515715],"domain_scores_gemma":[0.9995958,0.00004002355,0.00006783936,0.00022222119,0.000030941883,0.000043155484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006310347,0.000119957156,0.0001597833,0.00005332511,0.000058640875,0.000018937233,0.00008007314,0.00004584778,0.000010489556],"category_scores_gemma":[0.0000048683073,0.00010164032,0.000029250086,0.00007253027,0.000119208315,0.00009163915,0.000062898354,0.00011002095,0.000002005008],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000132077,0.0002748028,0.0061917277,0.000034981327,0.000108125256,2.845744e-7,0.0008262906,0.00161972,0.39689407,0.21746024,0.00006822412,0.3765083],"study_design_scores_gemma":[0.0013203064,0.00007119863,0.0044051413,0.00005004814,0.000051439754,0.0000063104385,0.0014504475,0.15028194,0.75297093,0.032070648,0.056709614,0.0006119803],"about_ca_topic_score_codex":0.00009251281,"about_ca_topic_score_gemma":0.000056469853,"teacher_disagreement_score":0.42967024,"about_ca_system_score_codex":0.000011295306,"about_ca_system_score_gemma":0.000014631004,"threshold_uncertainty_score":0.4144772},"labels":[],"label_agreement":null},{"id":"W2067961515","doi":"10.1364/nlgw.2002.nltua3","title":"Discrete Vector Kerr Spatial Solitons in AlGaAs Array Waveguides","year":2002,"lang":"en","type":"article","venue":"Nonlinear Guided Waves and Their Applications","topic":"Nonlinear Photonic Systems","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Soliton; Amplitude; Physics; Optics; Phase (matter); Relative phase; Optoelectronics; Quantum mechanics; Nonlinear system","score_opus":0.01768348713733096,"score_gpt":0.2558794664417646,"score_spread":0.23819597930443367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067961515","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26505548,0.0027918348,0.2619248,0.0059771095,0.0008437626,0.007760188,0.0042685717,0.0006033247,0.45077494],"genre_scores_gemma":[0.99082714,0.000026376572,0.0051803286,0.00006961381,0.0019187005,0.00033182677,0.00018360197,0.000050683673,0.0014116972],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851334,0.00005399023,0.0004966841,0.0004399183,0.00012170538,0.00037436764],"domain_scores_gemma":[0.9989915,0.0001085093,0.00013429402,0.0005518894,0.000061594525,0.00015220126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015642715,0.00026695395,0.00032144706,0.000090964975,0.00018405417,0.000077524885,0.0002327768,0.00007064975,0.0004839126],"category_scores_gemma":[0.0000075159783,0.00022135791,0.0001186313,0.00023881084,0.00012658155,0.000092914306,0.00006901614,0.00020652745,0.00013549293],"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":[0.00007705943,0.0046343994,0.063302524,0.00036304412,0.001307985,0.000012791401,0.014643772,0.0005442205,0.10606912,0.18180287,0.011593709,0.6156485],"study_design_scores_gemma":[0.002591882,0.000112065856,0.0045604757,0.00015871988,0.000072652,0.00003166834,0.0025104964,0.13376182,0.027023178,0.01617178,0.8116036,0.0014016342],"about_ca_topic_score_codex":0.0011786218,"about_ca_topic_score_gemma":0.000097749646,"teacher_disagreement_score":0.8000099,"about_ca_system_score_codex":0.000029915667,"about_ca_system_score_gemma":0.000033123,"threshold_uncertainty_score":0.90267134},"labels":[],"label_agreement":null},{"id":"W2072719215","doi":"10.1364/nlgw.2004.mc33","title":"Engineering the electromagnetic vacuum for controlling light with light in photonic crystals","year":2004,"lang":"en","type":"article","venue":"Nonlinear Guided Waves and Their Applications","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Photonics; Population inversion; Optoelectronics; Photonic crystal; Quantum optics; Laser; Electromagnetic radiation; Electromagnetics; Materials science; Atom optics; Quantum; Electromagnetic field; Optics; Physics; Engineering physics; Quantum mechanics","score_opus":0.00628969473775067,"score_gpt":0.22516770449187803,"score_spread":0.21887800975412736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072719215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.513888,0.0013495215,0.46203333,0.009809737,0.00003098285,0.006134439,0.00044784052,0.00014274496,0.006163394],"genre_scores_gemma":[0.99187124,0.000024340963,0.0055159307,0.00007548541,0.00018769896,0.0021043129,0.000062096726,0.00003262262,0.0001262836],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990703,0.000007364155,0.0002705408,0.00029223115,0.00006122525,0.00029832908],"domain_scores_gemma":[0.9993456,0.0000979055,0.00008389026,0.00034523464,0.00005832647,0.00006902631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013217147,0.0001889015,0.00020744788,0.000050036964,0.00023509537,0.00007467497,0.00018333437,0.000035648583,0.00001914572],"category_scores_gemma":[0.0000022024365,0.00012107833,0.000074097574,0.00025451626,0.000035640544,0.000052954354,0.000028840766,0.0001402543,0.000003838488],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040960098,0.00055025605,0.000087782304,0.00005341879,0.00019333069,4.4282785e-7,0.0010852738,0.0033544032,0.48686433,0.5042429,0.00014025456,0.00338666],"study_design_scores_gemma":[0.007229172,0.0003304497,0.0004318032,0.00017786158,0.00015759353,0.00003104363,0.0017480681,0.06807355,0.1976564,0.16062403,0.5623619,0.0011781219],"about_ca_topic_score_codex":0.000057131536,"about_ca_topic_score_gemma":0.00002220967,"teacher_disagreement_score":0.56222165,"about_ca_system_score_codex":0.000026489672,"about_ca_system_score_gemma":0.00008044299,"threshold_uncertainty_score":0.4937431},"labels":[],"label_agreement":null},{"id":"W2073109583","doi":"10.1364/nlgw.2005.wd38","title":"Gap soliton gating, dissociation, and retrieval via defect mode excitation in a resonant photonic crystal","year":2005,"lang":"en","type":"article","venue":"Nonlinear Guided Waves and Their Applications","topic":"Laser-Matter Interactions and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Photonic crystal; Optoelectronics; Coupling (piping); Excitation; Gating; Soliton; Photonics; Dissociation (chemistry); Physics; Transmission (telecommunications); SIGNAL (programming language); Materials science; Optics; Chemistry; Quantum mechanics; Telecommunications; Nonlinear system; Computer science","score_opus":0.012824551933003196,"score_gpt":0.29090461321057914,"score_spread":0.27808006127757595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073109583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9276447,0.00016087828,0.06591488,0.0014826363,0.000022062592,0.00087947765,0.00038230824,0.0000547124,0.0034583374],"genre_scores_gemma":[0.9932654,0.000041721905,0.0053033913,0.000106463805,0.00033975064,0.00027204218,0.00031528485,0.000023036757,0.00033292035],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99896115,0.00003268375,0.000371517,0.000334508,0.00008501397,0.00021512702],"domain_scores_gemma":[0.99930596,0.000119981574,0.00014930149,0.00024979573,0.00008682591,0.00008810418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013832907,0.00016959128,0.00017167305,0.00008254901,0.0002876339,0.000089657224,0.00009111036,0.000050514074,0.000083093764],"category_scores_gemma":[0.000005409862,0.00014970206,0.000074955904,0.0002308567,0.00006533317,0.0001760455,0.000040610314,0.00016282416,0.000021262222],"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":[0.00018004669,0.005903503,0.04863636,0.00021655053,0.0006998506,0.0000011390401,0.01951341,0.0016886737,0.2344907,0.26200774,0.0048912773,0.42177078],"study_design_scores_gemma":[0.0030455354,0.00014161174,0.023749072,0.000155134,0.00015069428,0.000023294264,0.003924432,0.48842716,0.019355468,0.13933408,0.32036826,0.001325265],"about_ca_topic_score_codex":0.00026491296,"about_ca_topic_score_gemma":0.00010658754,"teacher_disagreement_score":0.48673847,"about_ca_system_score_codex":0.000046390862,"about_ca_system_score_gemma":0.00003401793,"threshold_uncertainty_score":0.61046726},"labels":[],"label_agreement":null},{"id":"W2074597052","doi":"10.1364/nlgw.2004.ma1","title":"Immobile Gap-solitons in waveguide arrays","year":2004,"lang":"en","type":"article","venue":"Nonlinear Guided Waves and Their Applications","topic":"Nonlinear Photonic Systems","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Institut National de la Recherche Scientifique","funders":"","keywords":"Waveguide; Physics; Excited state; Transverse plane; Optics; Zero (linguistics); Quantum mechanics; Engineering","score_opus":0.01648410951797944,"score_gpt":0.27034475052418244,"score_spread":0.253860641006203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074597052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5575625,0.0010155966,0.099958934,0.0019780505,0.0003712214,0.004985297,0.0016517758,0.00034887466,0.33212778],"genre_scores_gemma":[0.98432857,0.000018989946,0.012615256,0.000112290916,0.0014131987,0.00054371665,0.0002546613,0.000053181084,0.000660109],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99869275,0.000027300248,0.00045294352,0.00039384502,0.00009676851,0.000336416],"domain_scores_gemma":[0.99910647,0.00006216473,0.000109930486,0.0005209602,0.00006589646,0.00013458105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015962069,0.00022624379,0.00027616648,0.000093884904,0.00015198441,0.000054953736,0.00021287172,0.00006258601,0.00009410314],"category_scores_gemma":[0.0000046054683,0.00019281346,0.00009974045,0.00029652257,0.00010372511,0.00008723259,0.00007939776,0.00018829123,0.000096320706],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044851222,0.0035898825,0.014055571,0.0001933379,0.0005047286,0.000009147726,0.00620021,0.0038080777,0.07761212,0.7678662,0.0014375097,0.124678396],"study_design_scores_gemma":[0.006062538,0.00014597544,0.0028398728,0.00028909033,0.000072844785,0.00007286233,0.0075982907,0.021689897,0.07523663,0.26379225,0.6203962,0.0018035901],"about_ca_topic_score_codex":0.0008676882,"about_ca_topic_score_gemma":0.000056400142,"teacher_disagreement_score":0.61895865,"about_ca_system_score_codex":0.00004924373,"about_ca_system_score_gemma":0.0001325061,"threshold_uncertainty_score":0.78627044},"labels":[],"label_agreement":null},{"id":"W2089045775","doi":"10.1364/nlgw.2004.mc10","title":"Nonlinear optical fiber loop mirror with feedback using high birefringence fiber in the loop","year":2004,"lang":"en","type":"article","venue":"Nonlinear Guided Waves and Their Applications","topic":"Optical Network Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Polarization-maintaining optical fiber; Loop (graph theory); Feedback loop; Birefringence; Optics; Graded-index fiber; Nonlinear system; Materials science; Optical fiber; Dispersion-shifted fiber; Fiber; Physics; Fiber optic sensor; Control theory (sociology); Computer science; Mathematics","score_opus":0.020552958813711355,"score_gpt":0.24815145851216322,"score_spread":0.22759849969845186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089045775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897596,0.00037538848,0.006099127,0.0010028479,0.000021771995,0.0007021182,0.000049540402,0.000352085,0.0016374743],"genre_scores_gemma":[0.53195804,0.00018163979,0.46713367,0.00014295818,0.00016393512,0.00016986499,0.000041173407,0.00008396028,0.00012478801],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99885064,0.000012165499,0.0003066722,0.00030966982,0.00014057178,0.0003802978],"domain_scores_gemma":[0.9991717,0.00011696194,0.000034626803,0.00055005605,0.000054815362,0.00007184522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013362597,0.0002585524,0.0002305576,0.00008111837,0.0001335169,0.00007818139,0.0003458771,0.00015791577,0.000026016474],"category_scores_gemma":[0.000015868562,0.0001666768,0.000043723467,0.00054074154,0.00028521134,0.000102580394,0.00008503221,0.0003577629,0.000087488734],"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":[0.00020385534,0.0032567685,0.0016759597,0.0011044937,0.0009976997,0.00015757179,0.003146324,0.4737131,0.0342715,0.17119052,0.00065614533,0.30962607],"study_design_scores_gemma":[0.005897814,0.0006337263,0.00710499,0.00091154553,0.00034663815,0.0008142147,0.0034359272,0.80672014,0.039915755,0.030599296,0.099895455,0.0037244956],"about_ca_topic_score_codex":0.00005728342,"about_ca_topic_score_gemma":0.000048894715,"teacher_disagreement_score":0.46103454,"about_ca_system_score_codex":0.000055801374,"about_ca_system_score_gemma":0.000029872446,"threshold_uncertainty_score":0.6796882},"labels":[],"label_agreement":null},{"id":"W2314247743","doi":"10.1364/nlgw.2002.nlmd9","title":"All-optical AND gate using Kerr nonlinear microresonators","year":2002,"lang":"en","type":"article","venue":"Nonlinear Guided Waves and Their Applications","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Resonator; Physics; Modulation (music); Optics; Channel (broadcasting); Nonlinear system; Coupling (piping); Kerr effect; Cross-phase modulation; Phase (matter); Optoelectronics; Phase modulation; Computer science; Telecommunications; Materials science; Phase noise; Quantum mechanics; Acoustics","score_opus":0.026642824372962257,"score_gpt":0.25061908826382295,"score_spread":0.2239762638908607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314247743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95457864,0.007817539,0.013467114,0.0007312376,0.000091819216,0.00072388246,0.0002527375,0.00042966954,0.021907357],"genre_scores_gemma":[0.91396856,0.002797817,0.08171837,0.0006166864,0.00042167553,0.000057230318,0.00006414695,0.00010178987,0.00025374812],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991868,0.000008372617,0.00024332943,0.0002361617,0.00006149521,0.00026379782],"domain_scores_gemma":[0.999466,0.000069933885,0.00002313415,0.00022467069,0.000030879994,0.000185352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006923313,0.00019047309,0.0001944566,0.000051671937,0.00011805182,0.00006002009,0.00010474618,0.00010577563,0.00005414498],"category_scores_gemma":[0.000007654052,0.00015827289,0.000045452904,0.00011906491,0.00014372331,0.00007675071,0.00005836251,0.0001630045,0.000035046847],"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":[0.00007450211,0.0021789137,0.0017594685,0.002389403,0.0027434593,0.00010744003,0.0067914166,0.014261957,0.23645289,0.2595767,0.007655168,0.46600866],"study_design_scores_gemma":[0.00021329764,0.000010694951,0.00011855022,0.000016224732,0.000030001207,0.00005580281,0.00007813351,0.8677763,0.0028687988,0.0008495231,0.12777151,0.00021117768],"about_ca_topic_score_codex":0.000011077717,"about_ca_topic_score_gemma":0.0000071622103,"teacher_disagreement_score":0.8535143,"about_ca_system_score_codex":0.00001813089,"about_ca_system_score_gemma":0.000006808029,"threshold_uncertainty_score":0.6454181},"labels":[],"label_agreement":null},{"id":"W2314611219","doi":"10.1364/nlgw.2004.mc18","title":"Self-phase modulation instability in normal dispersion regime","year":2004,"lang":"en","type":"article","venue":"Nonlinear Guided Waves and Their Applications","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Dispersion (optics); Modulation (music); Self-phase modulation; Instability; Phase modulation; Phase (matter); Physics; Optics; Nonlinear system; Materials science; Nonlinear optics; Mechanics; Acoustics; Quantum mechanics","score_opus":0.012431192514028378,"score_gpt":0.2770544752490631,"score_spread":0.26462328273503477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314611219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8423634,0.0000545601,0.153927,0.0006039281,0.000012179865,0.00056430715,0.000117317846,0.00014494854,0.0022123319],"genre_scores_gemma":[0.9659968,0.000013419198,0.0336228,0.000017757453,0.00006965115,0.0001082278,0.00013602898,0.00001198806,0.000023313181],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993013,0.000009527852,0.00021780567,0.00025931332,0.000051338648,0.00016069047],"domain_scores_gemma":[0.99949,0.000024294239,0.00006796853,0.0003360359,0.000039093877,0.000042603213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006660001,0.0001268168,0.00012828656,0.000059566704,0.00012081075,0.00001986373,0.00011194602,0.000051211646,0.000012508782],"category_scores_gemma":[0.0000034528819,0.00010839876,0.00003970481,0.00022469148,0.00007639684,0.00016508106,0.00007548167,0.0001370689,0.000010245558],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006442613,0.0040672594,0.023154762,0.00009615284,0.00010643336,0.0000014382024,0.002513444,0.006662947,0.015235177,0.5130601,0.000049285773,0.4349886],"study_design_scores_gemma":[0.009158657,0.00023026908,0.01528813,0.00008681765,0.00004827907,0.000008701116,0.0043977704,0.07767464,0.05977776,0.759713,0.07237372,0.0012422878],"about_ca_topic_score_codex":0.00006286241,"about_ca_topic_score_gemma":0.000010141291,"teacher_disagreement_score":0.4337463,"about_ca_system_score_codex":0.00004398369,"about_ca_system_score_gemma":0.000030398372,"threshold_uncertainty_score":0.4420373},"labels":[],"label_agreement":null},{"id":"W2318057649","doi":"10.1364/nlgw.2001.mc70","title":"Derivation of Dispersion-Managed Soliton (DMS) parameters for a given dispersion map by second order moments.","year":2001,"lang":"en","type":"article","venue":"Nonlinear Guided Waves and Their Applications","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Dispersion (optics); Chirp; Soliton; Pulse (music); Method of moments (probability theory); Power (physics); Amplifier; Mathematical analysis; Physics; Simple (philosophy); Mathematics; Optics; Nonlinear system; Quantum mechanics; Statistics","score_opus":0.012519678348130794,"score_gpt":0.26072357219618814,"score_spread":0.24820389384805736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318057649","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40717706,0.00020063069,0.58793056,0.0013627029,0.000030489367,0.0013021141,0.0010017592,0.00008363615,0.00091105845],"genre_scores_gemma":[0.9547513,0.000059701193,0.04247401,0.0000668376,0.000073975105,0.00040312254,0.0010312459,0.000034450844,0.0011053361],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992143,0.0000100724255,0.0002478596,0.00027761192,0.000062176056,0.00018796996],"domain_scores_gemma":[0.9993083,0.00009462912,0.00014685906,0.00031643765,0.00008693969,0.000046820634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000054349235,0.0001561067,0.00018547945,0.000058372887,0.00017032938,0.000021089372,0.00015890997,0.000056132696,0.000057781504],"category_scores_gemma":[0.000006475025,0.00013112479,0.00007055392,0.00018051385,0.00011672728,0.000121053235,0.00007334412,0.00008169117,0.00000442238],"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":[0.00024422465,0.002229054,0.016484661,0.00043998228,0.0010131358,5.623084e-7,0.0019644015,0.0009165914,0.17663652,0.08095105,0.027393045,0.6917268],"study_design_scores_gemma":[0.0020480193,0.00017703387,0.00041716357,0.00007053619,0.00009349802,0.0000017920822,0.0060450328,0.029375471,0.08441891,0.103167094,0.7735151,0.000670321],"about_ca_topic_score_codex":0.000033882636,"about_ca_topic_score_gemma":0.0000033591,"teacher_disagreement_score":0.74612206,"about_ca_system_score_codex":0.000017276772,"about_ca_system_score_gemma":0.000011991682,"threshold_uncertainty_score":0.53471136},"labels":[],"label_agreement":null},{"id":"W2318184722","doi":"10.1364/nlgw.2002.nlmd6","title":"Semiconductor optical amplifier Mach-Zehnder interferometers with feedback","year":2002,"lang":"en","type":"article","venue":"Nonlinear Guided Waves and Their Applications","topic":"Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Astronomical interferometer; Mach–Zehnder interferometer; Optical amplifier; Bistability; Amplifier; Physics; Interferometry; Semiconductor; Optical bistability; Optoelectronics; Optical switch; Optics; Nonlinear optics; CMOS; Laser","score_opus":0.022160877802545775,"score_gpt":0.21210971594042485,"score_spread":0.18994883813787908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318184722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86583614,0.0020674174,0.096426874,0.0016210752,0.00011210823,0.0011335156,0.00013671104,0.0021754408,0.030490723],"genre_scores_gemma":[0.9245293,0.00033536335,0.0743247,0.000112888,0.00013936908,0.00013049137,0.000023062337,0.00005994202,0.00034487987],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991982,0.000005635329,0.00020451394,0.00024469825,0.000070452275,0.0002764818],"domain_scores_gemma":[0.99936134,0.000079635065,0.000019724155,0.00039864407,0.00003810295,0.00010254652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003983246,0.00020220458,0.00018957647,0.000068175446,0.000068953814,0.000060545153,0.00018815037,0.000121888304,0.000092425194],"category_scores_gemma":[0.000008873229,0.00014712628,0.000038592552,0.0002411887,0.00021534582,0.00007806352,0.00006542711,0.0002340924,0.000095292395],"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":[0.00006245525,0.0011496538,0.0019901418,0.00068506476,0.00196107,0.000023098937,0.0026033472,0.009401183,0.096477605,0.16979182,0.057501126,0.65835345],"study_design_scores_gemma":[0.0015519435,0.0003090377,0.0007420348,0.0001377685,0.00013081492,0.00027035063,0.0014804736,0.7279457,0.020474536,0.01056235,0.234702,0.0016929714],"about_ca_topic_score_codex":0.0000017704274,"about_ca_topic_score_gemma":0.0000025257464,"teacher_disagreement_score":0.71854454,"about_ca_system_score_codex":0.000026448964,"about_ca_system_score_gemma":0.0000029081134,"threshold_uncertainty_score":0.5999636},"labels":[],"label_agreement":null},{"id":"W2319422796","doi":"10.1364/nlgw.2004.pd5","title":"Observation of discrete gap solitons in binary waveguide arrays","year":2004,"lang":"en","type":"article","venue":"Nonlinear Guided Waves and Their Applications","topic":"Nonlinear Photonic Systems","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Institut National de la Recherche Scientifique","funders":"","keywords":"Binary number; Physics; Soliton; Optics; Waveguide; Power (physics); Band gap; Beam (structure); Beam propagation method; Momentum (technical analysis); Computational physics; Refractive index; Optoelectronics; Quantum mechanics; Nonlinear system; Mathematics","score_opus":0.026628875817974514,"score_gpt":0.281533672311415,"score_spread":0.2549047964934405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319422796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90259117,0.0003683426,0.056939024,0.0011354126,0.00009877025,0.0018933436,0.0008498554,0.00008108231,0.036043],"genre_scores_gemma":[0.981287,0.000018770861,0.017331814,0.000041719017,0.0005375668,0.00018734293,0.00032529465,0.00003134834,0.00023913445],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988651,0.000027885053,0.00050706003,0.00028415298,0.000097203665,0.00021855641],"domain_scores_gemma":[0.9991813,0.000059815797,0.00017444072,0.00042327057,0.00008320116,0.00007797538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018503731,0.00017525378,0.0002656402,0.00008878137,0.00009170016,0.000021829665,0.00016918403,0.000053610507,0.00002985644],"category_scores_gemma":[0.000005690767,0.00014899185,0.0000880835,0.0003053113,0.00010240114,0.000101420424,0.000064466934,0.00012608385,0.000013192456],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069555725,0.00245558,0.04916408,0.0004132154,0.0004528487,0.0000032946314,0.006456961,0.00792076,0.22028378,0.65429455,0.00039312808,0.058092237],"study_design_scores_gemma":[0.009894039,0.00039483706,0.03140901,0.0010474928,0.00017335701,0.000037159112,0.013338714,0.119420536,0.23765227,0.42765772,0.15648471,0.0024901596],"about_ca_topic_score_codex":0.00080977014,"about_ca_topic_score_gemma":0.00003166213,"teacher_disagreement_score":0.22663683,"about_ca_system_score_codex":0.000031502124,"about_ca_system_score_gemma":0.000111372225,"threshold_uncertainty_score":0.6075711},"labels":[],"label_agreement":null},{"id":"W2331992517","doi":"10.1364/nlgw.2002.pd3","title":"Phase-Controlled Nonlinear Beam Interaction in Kerr- Nonlinear Waveguide Arrays","year":2002,"lang":"en","type":"article","venue":"Nonlinear Guided Waves and Their Applications","topic":"Nonlinear Photonic Systems","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Nonlinear system; Waveguide; Excited state; Optics; Beam (structure); Phase (matter); Kerr effect; Nonlinear optics; Physics; Intensity (physics); Kerr nonlinearity; Materials science; Optoelectronics; Atomic physics; Quantum mechanics","score_opus":0.02388420742787338,"score_gpt":0.2887747935168384,"score_spread":0.264890586088965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331992517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7713247,0.0021264087,0.03597873,0.0027290245,0.0010235672,0.010886052,0.0034806018,0.0006476986,0.17180324],"genre_scores_gemma":[0.9435451,0.00022907938,0.038625233,0.00048454135,0.008452979,0.0019284731,0.0017742225,0.00027307455,0.0046873153],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9970845,0.0001044229,0.0012125219,0.0007849187,0.00021089168,0.0006027429],"domain_scores_gemma":[0.99799347,0.0002927115,0.00040470116,0.0008584571,0.00019492602,0.0002557131],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044517417,0.0005324909,0.00084261753,0.00028346514,0.00029108115,0.00015620605,0.00038555075,0.00015767125,0.00074206747],"category_scores_gemma":[0.000029290955,0.00045358358,0.00030932095,0.000547698,0.00014936755,0.00027152154,0.00012210678,0.00051590457,0.00028997753],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011832955,0.03645053,0.006557676,0.00050035486,0.003128489,0.000035812875,0.011255342,0.003138281,0.10357369,0.022123078,0.010983031,0.80107045],"study_design_scores_gemma":[0.012693216,0.00016752272,0.000026701739,0.00010385719,0.000077156335,0.00003121852,0.0017208911,0.6678433,0.0078319125,0.0013759616,0.30741036,0.0007179021],"about_ca_topic_score_codex":0.00036900784,"about_ca_topic_score_gemma":0.00004904254,"teacher_disagreement_score":0.8003525,"about_ca_system_score_codex":0.00007948988,"about_ca_system_score_gemma":0.00006463894,"threshold_uncertainty_score":0.99979156},"labels":[],"label_agreement":null},{"id":"W2332082661","doi":"10.1364/nlgw.2004.mc1","title":"Stimulated Raman scattering in kilowatt ytterbium-doped double-clad fiber lasers","year":2004,"lang":"en","type":"article","venue":"Nonlinear Guided Waves and Their Applications","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Ytterbium; Fiber laser; Materials science; Raman scattering; Doping; Laser; Optoelectronics; Brillouin scattering; Double-clad fiber; Optics; Raman spectroscopy; Fiber; Dispersion-shifted fiber; Physics; Fiber optic sensor; Composite material; Wavelength","score_opus":0.016054618467423003,"score_gpt":0.23923788119715778,"score_spread":0.22318326272973477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2332082661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98779213,0.00031048845,0.005057429,0.00044046078,0.00005685111,0.000693356,0.000104555984,0.00031092254,0.0052338257],"genre_scores_gemma":[0.99491185,0.00012072088,0.0043218657,0.00009500466,0.00009187625,0.00010597267,0.00011816943,0.00004751532,0.00018704047],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991186,0.000004939582,0.00030346317,0.00023170702,0.00006695378,0.00027429216],"domain_scores_gemma":[0.9995087,0.000024886713,0.000027303502,0.00030534106,0.00002846482,0.00010530829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007299824,0.00020079101,0.00019481711,0.000094114366,0.00008191114,0.000053059146,0.00014316793,0.000091958434,0.00004248836],"category_scores_gemma":[0.0000018887366,0.00018105785,0.000049997063,0.00026393982,0.00006572643,0.0000917661,0.000057967092,0.00019035322,0.00006196639],"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":[0.00014862101,0.0009536074,0.00055910414,0.00093489065,0.0004993628,0.00003992851,0.0071077147,0.59356546,0.34556994,0.0073263063,0.0008716367,0.042423453],"study_design_scores_gemma":[0.01522497,0.00017221918,0.0036953392,0.0005653991,0.00012447899,0.00021934799,0.001292775,0.5585602,0.09293751,0.015616658,0.30865973,0.002931348],"about_ca_topic_score_codex":0.00004638873,"about_ca_topic_score_gemma":0.00004495992,"teacher_disagreement_score":0.3077881,"about_ca_system_score_codex":0.000066528366,"about_ca_system_score_gemma":0.000020144764,"threshold_uncertainty_score":0.7383325},"labels":[],"label_agreement":null}]}