{"meta":{"query_hash":"d9b3f776ec6f","filters":{"venue":"2022 Photonics North (PN)"},"cohort_total":49,"direct_labels_cover":0,"predictions_cover":49,"exported":49,"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/d9b3f776ec6f","api":"https://metacan.xera.ac/api/v1/cohort?venue=2022+Photonics+North+%28PN%29"},"results":[{"id":"W4312254097","doi":"10.1109/pn56061.2022.9908412","title":"Improving Topological Confinement with Engineered Element Geometry","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Topological Materials and Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique; Concordia University","funders":"","keywords":"Morphing; Topology (electrical circuits); Pillar; Dielectric; Metamaterial; Geometry; Engineering; Computer science; Materials science; Mechanical engineering; Electrical engineering; Optoelectronics; Mathematics; Computer graphics (images)","score_opus":0.00642949454607481,"score_gpt":0.19330543304417044,"score_spread":0.18687593849809564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312254097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99343306,0.00008858196,0.0011339777,0.00014241163,0.00035061722,0.00043875058,0.00046640157,0.00006435521,0.003881875],"genre_scores_gemma":[0.9972603,0.0000032989967,0.0009241355,0.00028594708,0.00012353946,0.0003912164,0.000265078,0.000022684118,0.00072384696],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983982,0.000067364985,0.00031428438,0.0004065592,0.00033549502,0.0004781143],"domain_scores_gemma":[0.99932665,0.000042533557,0.0001494381,0.00032297446,0.000031504023,0.00012687763],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021054009,0.00023384816,0.00029597394,0.00005679582,0.00036476512,0.000055466444,0.00030742536,0.000021690536,0.043462906],"category_scores_gemma":[0.000003200454,0.00018607207,0.0000901877,0.0002539456,0.00004748598,0.00004047901,0.00039732447,0.00032205426,0.000024400288],"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":[0.00138191,0.0051477468,0.22636499,0.00020247593,0.0016029887,0.00023421877,0.0025658815,0.037060194,0.039109655,0.6388574,0.003399131,0.044073403],"study_design_scores_gemma":[0.016288389,0.013373589,0.09892807,0.000034144978,0.0006750225,0.000049932412,0.010678387,0.017451117,0.028003968,0.037189,0.77108645,0.0062419353],"about_ca_topic_score_codex":0.0005800366,"about_ca_topic_score_gemma":0.000022174267,"teacher_disagreement_score":0.7676873,"about_ca_system_score_codex":0.00008626645,"about_ca_system_score_gemma":0.00007593525,"threshold_uncertainty_score":0.95741147},"labels":[],"label_agreement":null},{"id":"W4312314815","doi":"10.1109/pn56061.2022.9908334","title":"Probing Micron-sized Objects with Photoacoustic Sensing: Theory and Applications","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Aerosolization; Coronavirus disease 2019 (COVID-19); Photoacoustic spectroscopy; Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Photoacoustic imaging in biomedicine; 2019-20 coronavirus outbreak; Transmission (telecommunications); Coronavirus; Respiratory system; Virology; Medicine; Materials science; Nanotechnology; Intensive care medicine; Computer science; Optics; Physics; Infectious disease (medical specialty); Pathology; Internal medicine; Disease; Inhalation; Outbreak; Anesthesia","score_opus":0.008068373041217825,"score_gpt":0.2068296031369664,"score_spread":0.1987612300957486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312314815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941842,0.00013664622,0.0022780537,0.000030449408,0.0000964981,0.0006607326,0.00003958988,0.00011582398,0.002457998],"genre_scores_gemma":[0.9950732,0.000015442769,0.0029841603,0.00019514721,0.000035849847,0.00019542142,0.000033502747,0.000039159782,0.0014281294],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984343,0.0001637657,0.00020542812,0.0004758607,0.00036538078,0.00035526272],"domain_scores_gemma":[0.9992077,0.00018710629,0.00013822666,0.00034516063,0.000009274537,0.000112551985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068020914,0.00017681609,0.00017194214,0.00004044014,0.00093726604,0.000042031323,0.00019124449,0.000029821891,0.00040036897],"category_scores_gemma":[0.000025494255,0.0001716373,0.00003873949,0.00042432465,0.00017517814,0.00008083632,0.00044262846,0.00038024815,0.000026162432],"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":[0.0020226613,0.0017489603,0.20666231,0.0005682512,0.0005957762,0.00043592998,0.085188374,0.23010734,0.22735128,0.0018806588,0.002292452,0.241146],"study_design_scores_gemma":[0.015166149,0.004490746,0.105707504,0.00033891987,0.0017145558,0.0035811886,0.064673826,0.290788,0.04247423,0.019475987,0.44097102,0.010617884],"about_ca_topic_score_codex":0.00022080712,"about_ca_topic_score_gemma":0.00015153975,"teacher_disagreement_score":0.43867856,"about_ca_system_score_codex":0.00026389828,"about_ca_system_score_gemma":0.00004799578,"threshold_uncertainty_score":0.7208787},"labels":[],"label_agreement":null},{"id":"W4312323686","doi":"10.1109/pn56061.2022.9908414","title":"In-band pumped CW Nd:YAP laser","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Solid State Laser Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Laser; Materials science; Continuous wave; Diode; Optoelectronics; Diode-pumped solid-state laser; Laser pumping; Optics; Optical pumping; Laser power scaling; Semiconductor laser theory; Injection seeder; Physics","score_opus":0.006641812205805632,"score_gpt":0.194840969201475,"score_spread":0.1881991569956694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312323686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935007,0.00063737115,0.00001852264,0.00013743124,0.0008005336,0.00032395334,0.00017975553,0.00092901173,0.0034726912],"genre_scores_gemma":[0.9977079,0.00021564614,0.00028282384,0.00023652558,0.000021239315,0.0003949562,0.00007221457,0.00008301004,0.0009856992],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99843353,0.00003463746,0.00031860985,0.00033212066,0.00034360786,0.00053750933],"domain_scores_gemma":[0.99917644,0.00007348674,0.00004420201,0.0006229308,0.000019088691,0.00006387363],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016162067,0.00024242056,0.00028141311,0.000272471,0.00013194315,0.000031919768,0.0005516163,0.00007757083,0.0013238739],"category_scores_gemma":[0.000035407767,0.00028736275,0.0000838282,0.0008848269,0.000041998075,0.00013916723,0.00024971063,0.0007938025,0.00009953276],"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":[0.00014742758,0.00043313124,0.07169629,0.00029546488,0.00035009068,0.0020658437,0.0051152213,0.8120834,0.009347053,0.0006683585,0.09228173,0.0055159554],"study_design_scores_gemma":[0.0035294148,0.00040038736,0.017764946,0.00002549826,0.00007830966,0.00011621239,0.0024893498,0.16896011,0.099037655,0.0054825568,0.69988364,0.0022319113],"about_ca_topic_score_codex":0.00013292108,"about_ca_topic_score_gemma":0.0010621083,"teacher_disagreement_score":0.6431233,"about_ca_system_score_codex":0.00035593857,"about_ca_system_score_gemma":0.000049636,"threshold_uncertainty_score":0.99995786},"labels":[],"label_agreement":null},{"id":"W4312339876","doi":"10.1109/pn56061.2022.9908377","title":"Development of a CW tunable Yb:YLF laser","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Solid State Laser Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Laser; Materials science; Optics; Birefringence; Optoelectronics; Wavelength; Diode; Laser pumping; Laser power scaling; Power (physics); Crystal (programming language); Physics","score_opus":0.009829436128792808,"score_gpt":0.19030994675587581,"score_spread":0.180480510627083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312339876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955824,0.0003905068,0.00012268241,0.000023444687,0.00037220458,0.0002598099,0.00011170104,0.0007516506,0.0023856023],"genre_scores_gemma":[0.9863791,0.00008965767,0.012010957,0.000064830245,0.000008605321,0.00040189715,0.00009929552,0.00007597564,0.00086969143],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985481,0.000017170338,0.00038006154,0.0002474678,0.00038861902,0.00041859082],"domain_scores_gemma":[0.9993032,0.000037502145,0.000066269655,0.00050581654,0.000033189244,0.0000540258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016482543,0.00020099997,0.00026713792,0.00018397646,0.0001679006,0.000014298079,0.0005056779,0.00005404894,0.0008496989],"category_scores_gemma":[0.000021177,0.00023265771,0.00007057858,0.00066115713,0.000034094395,0.00007694795,0.00044641463,0.0004190673,0.00004915157],"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":[0.00015798997,0.00078726915,0.02660093,0.0010375102,0.0012824269,0.0005085309,0.02127207,0.8144153,0.03429932,0.0011871145,0.054323692,0.04412786],"study_design_scores_gemma":[0.0009920731,0.00012160864,0.003987093,0.00001898553,0.000043181994,0.000025882186,0.0027192852,0.05448556,0.1962951,0.00063085917,0.73979473,0.0008856599],"about_ca_topic_score_codex":0.000030585248,"about_ca_topic_score_gemma":0.00029586256,"teacher_disagreement_score":0.7599297,"about_ca_system_score_codex":0.0003112871,"about_ca_system_score_gemma":0.00012275993,"threshold_uncertainty_score":0.9487506},"labels":[],"label_agreement":null},{"id":"W4312359516","doi":"10.1109/pn56061.2022.9908401","title":"UV-driven Multidimensional Solitary States in Hollow Core Fiber","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","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":"Institut National de la Recherche Scientifique","funders":"","keywords":"Core (optical fiber); Fiber; Ultraviolet; Optical fiber; Physics; Computer science; Materials science; Optoelectronics; Optics; Composite material","score_opus":0.011781877180259935,"score_gpt":0.2511824432046255,"score_spread":0.23940056602436557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312359516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99537987,0.000026339685,0.00005052796,0.00029669248,0.00018088914,0.00032300275,0.0014562568,0.000030824132,0.0022556104],"genre_scores_gemma":[0.9902431,0.000004524116,0.0011617981,0.0004188385,0.0000560705,0.00071576907,0.0021325427,0.000032245887,0.0052351183],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99880284,0.000039728035,0.0002891474,0.00034261105,0.00023142374,0.00029425864],"domain_scores_gemma":[0.99933666,0.0000834564,0.00010072256,0.00035609858,0.000042619096,0.000080434926],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007825287,0.00016249735,0.00017819948,0.000091761416,0.00035474208,0.000022075257,0.00021576542,0.00001604927,0.016696325],"category_scores_gemma":[0.000001339452,0.00017151558,0.00012476117,0.0003164198,0.00003057194,0.00011034107,0.00028299174,0.00044447833,0.00029016647],"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":[0.00013155701,0.0037211722,0.64976263,0.000030503172,0.0004016807,0.000067764944,0.0036275014,0.20477702,0.002311335,0.007805731,0.118669115,0.008694],"study_design_scores_gemma":[0.0018872926,0.00014787317,0.06289166,0.000020517777,0.00006444231,0.000012853237,0.0021831335,0.1031831,0.0010813108,0.004439721,0.82324505,0.0008430764],"about_ca_topic_score_codex":0.0018262737,"about_ca_topic_score_gemma":0.00034073862,"teacher_disagreement_score":0.7045759,"about_ca_system_score_codex":0.00010496471,"about_ca_system_score_gemma":0.00010904568,"threshold_uncertainty_score":0.98420256},"labels":[],"label_agreement":null},{"id":"W4312364597","doi":"10.1109/pn56061.2022.9908404","title":"On-Chip Virus Sensing Using Silicon Nitride Waveguide","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Interferometry; Waveguide; Silicon nitride; Materials science; Optoelectronics; Wavelength; Sensitivity (control systems); Silicon; Mach–Zehnder interferometer; Silicon photonics; Chip; Optics; Silicon chip; Photonics; Electronic engineering; Physics; Computer science; Telecommunications; Engineering","score_opus":0.014973269264666328,"score_gpt":0.2216284234277291,"score_spread":0.20665515416306277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312364597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98414564,0.0007121738,0.00025544636,0.000018598577,0.0010009515,0.0002984198,0.00016751094,0.00039288416,0.013008351],"genre_scores_gemma":[0.99750346,0.0001080535,0.0012434829,0.0006863848,0.00006719187,0.000022901308,0.00007155473,0.00011401607,0.00018295961],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99783814,0.000072156574,0.00044140365,0.00042848906,0.0005558269,0.0006639775],"domain_scores_gemma":[0.998926,0.00020473349,0.00007223267,0.0005578545,0.000037031143,0.00020217808],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002841465,0.00033728624,0.0003750501,0.00018285592,0.0004405987,0.000062594794,0.00033866975,0.000074273245,0.00087925245],"category_scores_gemma":[0.000054912267,0.00038092633,0.00018200986,0.0005789376,0.00004613604,0.00011721865,0.00024370743,0.0008692471,0.000100067584],"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":[0.00011607312,0.00015176389,0.0005273876,0.00013452645,0.00027147972,0.00052319997,0.0008503942,0.93713593,0.052301582,0.0030703966,0.00084501854,0.004072261],"study_design_scores_gemma":[0.00046214098,0.00008871456,0.00038514918,0.000019159184,0.000058994734,0.00007204266,0.00013341899,0.9579898,0.018370615,0.0010282043,0.020842284,0.00054946926],"about_ca_topic_score_codex":0.00037122302,"about_ca_topic_score_gemma":0.0003954954,"teacher_disagreement_score":0.033930965,"about_ca_system_score_codex":0.0005109297,"about_ca_system_score_gemma":0.000110896515,"threshold_uncertainty_score":0.9998643},"labels":[],"label_agreement":null},{"id":"W4312387247","doi":"10.1109/pn56061.2022.9908360","title":"AlGaN Deep UV LEDs on Si Exploiting a Nanowire-assisted AlN Buffer Layer","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Buffer (optical fiber); Light-emitting diode; Materials science; Layer (electronics); Optoelectronics; Substrate (aquarium); Nanowire; Wide-bandgap semiconductor; Nanotechnology; Computer science; Telecommunications","score_opus":0.020205794164158485,"score_gpt":0.23940866441113148,"score_spread":0.219202870246973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312387247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927014,0.0001125845,0.000029434736,0.00009601562,0.001102678,0.00046490558,0.00043070666,0.00010855343,0.0049537374],"genre_scores_gemma":[0.9959074,0.0000067144365,0.00019453626,0.00086741685,0.00022302817,0.00043633924,0.0007308949,0.00009545759,0.0015381996],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975164,0.00018221038,0.0005113252,0.0006364262,0.0005010987,0.00065252214],"domain_scores_gemma":[0.9986927,0.00010538775,0.00030479056,0.00064391055,0.00007213329,0.00018107402],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000309145,0.0003844906,0.0004635111,0.00012660798,0.0006429953,0.00012644683,0.0004838209,0.000048821064,0.011027209],"category_scores_gemma":[0.000007788498,0.00039589047,0.00028177322,0.0003748,0.000032667253,0.00014274077,0.00033125153,0.00047001135,0.00014861076],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073030224,0.0037304086,0.09423398,0.00031088595,0.0018178466,0.00043584078,0.008888871,0.0065552685,0.8072754,0.014880107,0.012417362,0.04872373],"study_design_scores_gemma":[0.008372835,0.0017041494,0.02404474,0.00014441923,0.00064729684,0.00005693527,0.009950673,0.011086007,0.22598387,0.003383777,0.71025956,0.0043657306],"about_ca_topic_score_codex":0.0010615271,"about_ca_topic_score_gemma":0.00018424743,"teacher_disagreement_score":0.6978422,"about_ca_system_score_codex":0.00014073278,"about_ca_system_score_gemma":0.0001723158,"threshold_uncertainty_score":0.9998493},"labels":[],"label_agreement":null},{"id":"W4312387634","doi":"10.1109/pn56061.2022.9908349","title":"Short-wavelength Surface-emitting Vertical Semiconductor UV LEDs with Graphene Electrode","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Light-emitting diode; Optoelectronics; Materials science; Graphene; Electrode; Ultraviolet; Nanowire; Diode; Semiconductor; Wavelength; Wide-bandgap semiconductor; Nanotechnology; Chemistry","score_opus":0.01238986661516695,"score_gpt":0.22458782351431555,"score_spread":0.2121979568991486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312387634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968333,0.00017728472,0.00004224532,0.00005660009,0.00054849294,0.0005199226,0.00046228184,0.00012142356,0.0012384147],"genre_scores_gemma":[0.9975995,0.000013997667,0.0004156098,0.00024647958,0.00018325381,0.00015521352,0.00068855623,0.00010813923,0.0005892423],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99696267,0.00017638326,0.0005525555,0.0007779553,0.0005975998,0.0009328455],"domain_scores_gemma":[0.99871004,0.000107374246,0.00014460375,0.0006778844,0.000106807354,0.00025328132],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037567233,0.0004602151,0.00057001057,0.00009717312,0.00060302706,0.000118218915,0.00052541425,0.00005414422,0.005541637],"category_scores_gemma":[0.000006360601,0.00043708525,0.0002229735,0.00058251974,0.00007705286,0.00019903661,0.00029090635,0.0007534239,0.000029339535],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042318145,0.00095799635,0.4845199,0.000106482745,0.0010553049,0.00008000052,0.001812298,0.0039079427,0.495525,0.0045974376,0.0039512934,0.0030631588],"study_design_scores_gemma":[0.008495933,0.0029795535,0.028395185,0.00012806543,0.0015409398,0.00013598721,0.0072236545,0.02173643,0.78804266,0.00297999,0.13183032,0.0065112878],"about_ca_topic_score_codex":0.00064036844,"about_ca_topic_score_gemma":0.00011719933,"teacher_disagreement_score":0.4561247,"about_ca_system_score_codex":0.0001427459,"about_ca_system_score_gemma":0.00033117636,"threshold_uncertainty_score":0.9998081},"labels":[],"label_agreement":null},{"id":"W4312400494","doi":"10.1109/pn56061.2022.9908372","title":"Radio Frequency On-Chip Antenna on a Silicon Photonics Platform","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Photonics; Antenna (radio); Chip; Silicon photonics; Photonic integrated circuit; Computer science; Electronic engineering; Engineering; Electrical engineering; Optoelectronics; Materials science","score_opus":0.012791662352222798,"score_gpt":0.20675006415704578,"score_spread":0.193958401804823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312400494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.944382,0.0013661779,0.000023538389,0.00006920252,0.0015301284,0.00068912416,0.00049869425,0.0006647769,0.05077634],"genre_scores_gemma":[0.99602044,0.0006633745,0.0003638035,0.0014218416,0.00006407945,0.0004296642,0.00023086742,0.00016488788,0.000641039],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9967388,0.000051837953,0.00060350646,0.0006999682,0.0009057672,0.001000127],"domain_scores_gemma":[0.9982419,0.0002421432,0.00010990747,0.0010195571,0.000043817316,0.00034269292],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003488296,0.0005677349,0.0005820751,0.00027460748,0.00048570323,0.00007922722,0.00086936494,0.00014615389,0.002402917],"category_scores_gemma":[0.000053105665,0.000589424,0.0003152157,0.0007964686,0.00007828038,0.00019371312,0.00021856085,0.0016687047,0.00040427488],"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":[0.0028330006,0.0064027556,0.018436389,0.0020874536,0.0042124754,0.005808997,0.018347122,0.6453565,0.060409926,0.17972735,0.02850645,0.027871625],"study_design_scores_gemma":[0.0028245123,0.0019651018,0.005957162,0.000092688206,0.00014696346,0.0001509657,0.00057878636,0.8319466,0.006841976,0.0033804905,0.14388734,0.0022273997],"about_ca_topic_score_codex":0.00013706788,"about_ca_topic_score_gemma":0.00037118705,"teacher_disagreement_score":0.18659015,"about_ca_system_score_codex":0.00078097195,"about_ca_system_score_gemma":0.00017432497,"threshold_uncertainty_score":0.9996557},"labels":[],"label_agreement":null},{"id":"W4312415970","doi":"10.1109/pn56061.2022.9908341","title":"Prototyping of Silicon Nitride Photonic Integrated Circuits using Electron Beam Lithography","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","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":"McMaster University; Applied Nanotools (Canada)","funders":"","keywords":"Electron-beam lithography; Materials science; Lithography; Photonic integrated circuit; Photonics; Silicon photonics; Silicon nitride; Optoelectronics; Fabrication; Rapid prototyping; Electronic circuit; Silicon; Nanotechnology; Resist; Engineering; Electrical engineering","score_opus":0.010608542042699816,"score_gpt":0.21597776981830089,"score_spread":0.20536922777560107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312415970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898094,0.0050289636,0.00010292038,0.0000057714133,0.00039122117,0.0013080465,0.00020066502,0.00037271003,0.0027803294],"genre_scores_gemma":[0.99821293,0.00052300113,0.00032986858,0.0001019448,0.000026931946,0.00048658208,0.00015019176,0.000113691814,0.000054867112],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973136,0.000090276946,0.0007024779,0.0004971005,0.0005781903,0.0008183372],"domain_scores_gemma":[0.99885345,0.00010152199,0.00017028805,0.0005817814,0.00011198284,0.000180954],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040764612,0.0004103748,0.0005883292,0.00042946034,0.0003053848,0.000041386655,0.0005983971,0.00011120892,0.00065742683],"category_scores_gemma":[0.000037474554,0.00045587053,0.0003048975,0.0021904197,0.00009142655,0.00019681921,0.00018810136,0.0011082755,0.000009930107],"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":[0.0003839228,0.0010511118,0.017750615,0.0016884414,0.0017076703,0.00017857141,0.0034133045,0.27916753,0.67648894,0.0021211652,0.00032609544,0.015722653],"study_design_scores_gemma":[0.0014612424,0.0006044291,0.0027190696,0.000114769246,0.00025018363,0.000093939045,0.00041665696,0.6216674,0.30968067,0.0005078288,0.061169494,0.0013143218],"about_ca_topic_score_codex":0.00030086876,"about_ca_topic_score_gemma":0.00015639521,"teacher_disagreement_score":0.36680827,"about_ca_system_score_codex":0.00042094567,"about_ca_system_score_gemma":0.00027688837,"threshold_uncertainty_score":0.9997893},"labels":[],"label_agreement":null},{"id":"W4312513140","doi":"10.1109/pn56061.2022.9908415","title":"Towards Large-Scale Silicon Photonic Programmable Optical Processors for Machine Learning and Optical Quantum Computing","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Neural Networks and Reservoir Computing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Photonics; Silicon photonics; Computer science; Ultrashort pulse; Silicon; Scale (ratio); Quantum computer; Optoelectronics; Quantum; Materials science; Physics; Optics; Laser","score_opus":0.01168259193945004,"score_gpt":0.24921557349858284,"score_spread":0.2375329815591328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312513140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92804897,0.0018050893,0.06644536,0.0007059827,0.0007851422,0.0012770965,0.000024427429,0.00049586623,0.00041206408],"genre_scores_gemma":[0.95282346,0.000092663984,0.04580723,0.00038113623,0.00011795299,0.00021504544,0.000080102946,0.00006825467,0.00041414602],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99609697,0.00015238245,0.0005873747,0.0011423099,0.0007316997,0.0012892704],"domain_scores_gemma":[0.99847794,0.0003517587,0.00024226707,0.00046339104,0.00013619219,0.00032842718],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001260805,0.00038472455,0.00053021737,0.00013969818,0.0017693671,0.00040228077,0.0011553753,0.0000919294,0.000037200753],"category_scores_gemma":[0.00010690069,0.00036979586,0.00021308467,0.00094943214,0.000090336405,0.00025577267,0.00287784,0.0013040911,0.0000038395906],"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":[0.000814824,0.0036694247,0.055553067,0.0017029479,0.0006124363,0.00077268697,0.012098844,0.5459461,0.0034367295,0.0656028,0.001821657,0.30796847],"study_design_scores_gemma":[0.00101021,0.000768962,0.00044528267,0.000023324686,0.000024762696,0.00012792513,0.000153508,0.96202826,0.0005349546,0.0006248732,0.033799797,0.0004581536],"about_ca_topic_score_codex":0.000055789467,"about_ca_topic_score_gemma":0.00012792343,"teacher_disagreement_score":0.41608214,"about_ca_system_score_codex":0.00013872918,"about_ca_system_score_gemma":0.00026747814,"threshold_uncertainty_score":0.9998754},"labels":[],"label_agreement":null},{"id":"W4312552078","doi":"10.1109/pn56061.2022.9908351","title":"Low-Threshold Pulley-Coupled Thulium-Silicon Microdisk Lasers","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Thulium; Lasing threshold; Materials science; Optoelectronics; Resonator; Silicon; Laser; Semiconductor laser theory; Optics; Physics; Doping; Semiconductor; Wavelength","score_opus":0.006194728821256561,"score_gpt":0.1905253712672689,"score_spread":0.18433064244601233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312552078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810685,0.0018638796,0.000029744024,0.00008315862,0.0012382187,0.00047047174,0.00027997815,0.00053621834,0.01442983],"genre_scores_gemma":[0.9966454,0.00051953265,0.00017746496,0.00079112,0.00006449484,0.00032444004,0.0002743481,0.000115790965,0.0010874328],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997599,0.000037101003,0.00048021667,0.00052536133,0.00056411844,0.00079421507],"domain_scores_gemma":[0.9988157,0.00008584003,0.0000727133,0.0007216032,0.000042283464,0.00026185912],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027213598,0.0003888808,0.00042759403,0.00016356779,0.0003696747,0.00007595698,0.00072853983,0.00009967936,0.0039134272],"category_scores_gemma":[0.000021318103,0.0004303124,0.00024101943,0.00071505044,0.00007454404,0.00016866875,0.0003595781,0.0009588164,0.00028911393],"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":[0.00055475865,0.0015478601,0.018933816,0.0012188167,0.0015414847,0.0012683233,0.00539168,0.8041383,0.109030195,0.0064034476,0.044810258,0.005161049],"study_design_scores_gemma":[0.0015774505,0.00022503336,0.0036411346,0.000024705321,0.00012153562,0.00005667543,0.00050264865,0.7909666,0.018300397,0.000380664,0.18294601,0.0012571629],"about_ca_topic_score_codex":0.00012893265,"about_ca_topic_score_gemma":0.0005876545,"teacher_disagreement_score":0.13813576,"about_ca_system_score_codex":0.00035788838,"about_ca_system_score_gemma":0.000112567235,"threshold_uncertainty_score":0.99981487},"labels":[],"label_agreement":null},{"id":"W4312555204","doi":"10.1109/pn56061.2022.9908322","title":"Compressed ultrahigh-speed photography enabled by a snapshot-to-video autoencoder","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Advanced Optical Sensing Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Autoencoder; Computer science; Snapshot (computer storage); Artificial intelligence; Computer vision; Computational photography; Photography; Computer graphics (images); Image processing; Deep learning; Image (mathematics)","score_opus":0.006092692549961075,"score_gpt":0.21698658223069317,"score_spread":0.21089388968073208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312555204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98100966,0.00022886774,0.0073662726,0.0005783944,0.00056133297,0.0012574665,0.0012350096,0.0006914928,0.007071495],"genre_scores_gemma":[0.98566115,0.000010086963,0.011419042,0.00077098387,0.0000460552,0.00029195225,0.00092028524,0.000089802,0.0007906634],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99707836,0.00009593225,0.00048477692,0.0008377311,0.00061154616,0.00089167885],"domain_scores_gemma":[0.9982706,0.00019177435,0.00020326923,0.0010032255,0.000095635485,0.0002355521],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016609479,0.0004369807,0.0005289045,0.0002179672,0.0007053272,0.00009156621,0.00091178867,0.00006540719,0.0040943557],"category_scores_gemma":[0.000027763146,0.0004664397,0.000274528,0.0014464043,0.00014925718,0.00014525138,0.00075279875,0.0009884572,0.00005826177],"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":[0.0011699334,0.005462343,0.116061084,0.00010153891,0.002235811,0.00022040417,0.004390998,0.23518896,0.2220422,0.031186113,0.36011654,0.021824062],"study_design_scores_gemma":[0.0034588233,0.0008132146,0.0024310574,0.000028993963,0.00019640656,0.000011733932,0.0015849128,0.06246062,0.06273622,0.021103017,0.8428265,0.0023484915],"about_ca_topic_score_codex":0.0006118944,"about_ca_topic_score_gemma":0.000048165144,"teacher_disagreement_score":0.48270997,"about_ca_system_score_codex":0.00013299102,"about_ca_system_score_gemma":0.00009234851,"threshold_uncertainty_score":0.99977875},"labels":[],"label_agreement":null},{"id":"W4312593313","doi":"10.1109/pn56061.2022.9908335","title":"LWIR FSO Receivers using Orientation Patterned Semiconductors","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","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":"McMaster University","funders":"","keywords":"Semiconductor; Orientation (vector space); Optoelectronics; Nonlinear system; Materials science; Optics; Power (physics); Nonlinear optics; Gallium arsenide; Semiconductor laser theory; Physics; Laser","score_opus":0.013973338413899394,"score_gpt":0.21830759381438594,"score_spread":0.20433425540048655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312593313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946511,0.00035057007,0.000115170806,0.000015019157,0.0014435765,0.0002611441,0.00015936552,0.00026511718,0.0027389314],"genre_scores_gemma":[0.9984477,0.00012435458,0.00055222254,0.0002747908,0.00003707899,0.00006428202,0.00020190375,0.00006140329,0.00023622719],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985342,0.000050291823,0.00029740256,0.00032394094,0.00038602794,0.00040812537],"domain_scores_gemma":[0.9993974,0.00005392863,0.0000648638,0.00032134473,0.000032798107,0.00012964402],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016110778,0.00021470124,0.00022290004,0.000121295874,0.0002593096,0.000039668907,0.0002943191,0.000052934683,0.0023939202],"category_scores_gemma":[0.0000139113035,0.0002493813,0.000103838545,0.00053727115,0.00003368457,0.00023957054,0.00014777973,0.00046130217,0.000044488745],"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":[0.00011978822,0.00024844677,0.04251239,0.00031706062,0.00054962747,0.000274421,0.011664866,0.86943805,0.06523956,0.00079956104,0.004114663,0.0047215843],"study_design_scores_gemma":[0.001158789,0.00014405622,0.0047191298,0.000021614262,0.00013654289,0.00005480073,0.0024610509,0.91112924,0.014347523,0.00033434536,0.0644919,0.0010009923],"about_ca_topic_score_codex":0.00020636192,"about_ca_topic_score_gemma":0.00016071986,"teacher_disagreement_score":0.060377233,"about_ca_system_score_codex":0.00049444655,"about_ca_system_score_gemma":0.00007252406,"threshold_uncertainty_score":0.9999958},"labels":[],"label_agreement":null},{"id":"W4312602432","doi":"10.1109/pn56061.2022.9908339","title":"Yb:YAG laser pumped at 946 nm","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Solid State Laser Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Laser; Materials science; Laser power scaling; Laser pumping; Slope efficiency; Optoelectronics; Optics; Diode-pumped solid-state laser; Power (physics); Optical pumping; X-ray laser; Continuous wave; Fiber laser; Physics","score_opus":0.006616181951586506,"score_gpt":0.17810709564469085,"score_spread":0.17149091369310435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312602432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904421,0.0006728998,0.00003105871,0.00012415272,0.00096457085,0.0003618745,0.00039409575,0.0022194523,0.00478979],"genre_scores_gemma":[0.9947586,0.00033252352,0.00054650725,0.00024916808,0.000030778054,0.0004850488,0.0002436523,0.00013517795,0.003218531],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981055,0.000037435748,0.00033018208,0.0004125397,0.0004719819,0.0006423169],"domain_scores_gemma":[0.99884933,0.00008242658,0.000060293292,0.0008796849,0.000029366258,0.00009889755],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001483877,0.00030633752,0.0003107938,0.00019712908,0.00032666913,0.00003619618,0.00070154585,0.00009269463,0.0025232497],"category_scores_gemma":[0.00004047625,0.00035627236,0.00013819763,0.0007489239,0.00005737152,0.00011522557,0.00083288294,0.00072254817,0.0003302948],"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":[0.00017174649,0.00032975248,0.047128744,0.00031323187,0.0007201384,0.0013469334,0.003833772,0.7266442,0.010777173,0.00077063753,0.19818507,0.009778606],"study_design_scores_gemma":[0.0013042042,0.00021010762,0.0058415295,0.000009273471,0.000076316035,0.000096453194,0.00088647456,0.13835809,0.03957561,0.0010962943,0.8113174,0.0012282948],"about_ca_topic_score_codex":0.00007363641,"about_ca_topic_score_gemma":0.0007829492,"teacher_disagreement_score":0.6131323,"about_ca_system_score_codex":0.00065378536,"about_ca_system_score_gemma":0.000045854962,"threshold_uncertainty_score":0.9998889},"labels":[],"label_agreement":null},{"id":"W4312609205","doi":"10.1109/pn56061.2022.9908357","title":"Distributed Bragg Reflector Cavities on Tellurium Oxide-Coated Silicon Nitride Waveguides","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Photonic and Optical Devices","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":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Distributed Bragg reflector; Optoelectronics; Silicon; Fiber Bragg grating; Tellurium; Distributed Bragg reflector laser; Nitride; Silicon nitride; Grating; Silicon oxide; Laser; Optics; Photonics; Nanotechnology; Layer (electronics)","score_opus":0.010793220959239272,"score_gpt":0.2110206590678347,"score_spread":0.20022743810859545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312609205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98557466,0.0009846329,0.000041873696,0.00007606857,0.0007786279,0.0004525089,0.0015293872,0.0008037901,0.009758423],"genre_scores_gemma":[0.99644965,0.00022931199,0.00012186548,0.0005375955,0.000053490436,0.00026813237,0.001076578,0.0001132641,0.0011501143],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.997357,0.00009091485,0.0005762975,0.00051770173,0.0006564667,0.0008015902],"domain_scores_gemma":[0.99866855,0.0002484638,0.00009418118,0.00067050534,0.000069142836,0.0002491634],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002610174,0.00044525036,0.000488819,0.00019096109,0.00040478545,0.00008197,0.00058355747,0.00011015619,0.001421514],"category_scores_gemma":[0.00008879675,0.00047041234,0.00021158629,0.00083382445,0.00008023816,0.00014962617,0.00025771823,0.0009770612,0.00015859718],"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":[0.0015813089,0.0020604336,0.011017236,0.0014442147,0.002522267,0.002293003,0.0055285865,0.66886103,0.21526638,0.01116792,0.071761966,0.006495664],"study_design_scores_gemma":[0.0022209883,0.0007752428,0.013638767,0.00007118236,0.00022756861,0.000103199236,0.0008886447,0.34900224,0.17366597,0.0008853424,0.45613807,0.0023827923],"about_ca_topic_score_codex":0.00034607173,"about_ca_topic_score_gemma":0.00048725252,"teacher_disagreement_score":0.3843761,"about_ca_system_score_codex":0.00060149044,"about_ca_system_score_gemma":0.00012349221,"threshold_uncertainty_score":0.99977475},"labels":[],"label_agreement":null},{"id":"W4312614421","doi":"10.1109/pn56061.2022.9908379","title":"Double-pulse Model for the Study of Red-shifted Spectrum in Multi-frequency Raman Generation","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Quantum optics and atomic interactions","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Raman scattering; Spectrogram; Raman spectroscopy; Pulse (music); Transient (computer programming); Optics; Physics; Ultrashort pulse; Coherent anti-Stokes Raman spectroscopy; Sum-frequency generation; Photon; Computational physics; Nonlinear optics; Laser; Computer science","score_opus":0.045661763354042574,"score_gpt":0.29055014001529456,"score_spread":0.244888376661252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312614421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99307483,0.000032003743,0.0044282437,0.00018447835,0.00036480287,0.0013444793,0.00026761316,0.000012514928,0.00029103944],"genre_scores_gemma":[0.99741995,0.000004214808,0.00060331804,0.00004767441,0.000053507945,0.0009748884,0.00022925572,0.000028183285,0.00063897646],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987477,0.000051436593,0.00042731516,0.00029352118,0.00021075315,0.00026925578],"domain_scores_gemma":[0.99921244,0.000057599147,0.00020330645,0.0004220143,0.000058380338,0.000046228648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029478583,0.0001528296,0.00020536633,0.000098951576,0.00045313226,0.000035664387,0.0003032692,0.00001757663,0.00046586667],"category_scores_gemma":[0.000005624698,0.000137345,0.0001224153,0.00030085884,0.000019348401,0.000089258196,0.00013364074,0.0003707404,0.0000023580117],"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":[0.00033070837,0.0054651573,0.060142227,0.000018070354,0.0004415642,0.0000062864174,0.012978193,0.870282,0.004455466,0.04352115,0.0010651161,0.001294051],"study_design_scores_gemma":[0.0024984356,0.00016421975,0.0011669964,0.0000020623268,0.00005329278,5.226068e-7,0.0019205571,0.9916452,0.00043410674,0.0014883938,0.0004693265,0.00015684859],"about_ca_topic_score_codex":0.0021216318,"about_ca_topic_score_gemma":0.0039364756,"teacher_disagreement_score":0.12136322,"about_ca_system_score_codex":0.00010875108,"about_ca_system_score_gemma":0.00019456736,"threshold_uncertainty_score":0.56007665},"labels":[],"label_agreement":null},{"id":"W4312639744","doi":"10.1109/pn56061.2022.9908399","title":"Meander Antenna on a Photonics Chip","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Advanced Photonic Communication Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Meander (mathematics); Photonics; Chip; Antenna (radio); Monopole antenna; Optoelectronics; Physics; Optics; Electrical engineering; Engineering","score_opus":0.013682006527386928,"score_gpt":0.21461471046077443,"score_spread":0.2009327039333875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312639744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96181756,0.0042193043,0.00082975614,0.00015216816,0.0023303896,0.0015087641,0.00050197187,0.0015539036,0.027086204],"genre_scores_gemma":[0.9947111,0.00059895107,0.00097241194,0.00051222753,0.00003416984,0.00092922384,0.00022137428,0.00018999678,0.0018305224],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972332,0.00015775242,0.00063125824,0.00051594106,0.00080078386,0.00066102634],"domain_scores_gemma":[0.9974143,0.0001856835,0.00015578371,0.0019770032,0.00006961707,0.00019762122],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044467775,0.0004224496,0.00047212836,0.0002471039,0.00052876654,0.000051481355,0.0011589893,0.00008076759,0.0017715105],"category_scores_gemma":[0.000037926373,0.0004906945,0.00022279372,0.0009586315,0.00005439455,0.00014247958,0.00050501456,0.0013187326,0.00019795173],"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":[0.00027695406,0.00067891204,0.0023887393,0.00023923822,0.0006610711,0.00017209972,0.008408053,0.9517783,0.014749851,0.0037911565,0.01169959,0.0051560644],"study_design_scores_gemma":[0.0012426254,0.0001987896,0.0009910326,0.000025766945,0.00003656376,0.000101373276,0.00067167566,0.43560246,0.0016019818,0.00040969823,0.5582511,0.00086697156],"about_ca_topic_score_codex":0.00006469694,"about_ca_topic_score_gemma":0.00024786557,"teacher_disagreement_score":0.54655147,"about_ca_system_score_codex":0.0007979468,"about_ca_system_score_gemma":0.00013061117,"threshold_uncertainty_score":0.9997545},"labels":[],"label_agreement":null},{"id":"W4312663505","doi":"10.1109/pn56061.2022.9908336","title":"AlGaN Epilayers on Si Substrate with High Internal Quantum Efficiency","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Nature","keywords":"Epitaxy; Optoelectronics; Materials science; Substrate (aquarium); Molecular beam epitaxy; Quantum efficiency; Quantum; Quantum well; Nanotechnology; Optics; Physics; Geology","score_opus":0.009186906451939151,"score_gpt":0.2143817786187561,"score_spread":0.20519487216681695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312663505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99609786,0.00003760551,0.000043079228,0.000068095644,0.0009008789,0.00035027892,0.0005724026,0.000058858226,0.0018709415],"genre_scores_gemma":[0.99829656,0.0000039656666,0.00006529236,0.0003131096,0.00010606539,0.00013876478,0.0003718298,0.00005445633,0.00064993976],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980787,0.00009876121,0.00034899465,0.000523269,0.0004456627,0.0005046183],"domain_scores_gemma":[0.99900424,0.000056208384,0.0002641374,0.00047760078,0.00005112857,0.00014665342],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021824312,0.0003056805,0.00033416846,0.000099552955,0.0003762194,0.00009715547,0.00048597305,0.00002453019,0.0059945816],"category_scores_gemma":[0.0000020747707,0.00027144834,0.00013099074,0.00029605773,0.00005277031,0.00009373299,0.00014784059,0.00043250681,0.00008002987],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034364776,0.0061850175,0.49573174,0.0002991181,0.002137774,0.0007176518,0.009371463,0.0946237,0.23957588,0.13000754,0.010707052,0.0072065857],"study_design_scores_gemma":[0.023822986,0.017733943,0.1039117,0.00036064285,0.0010338045,0.00012458983,0.015325806,0.03497423,0.5062815,0.013655888,0.2730814,0.009693505],"about_ca_topic_score_codex":0.002325416,"about_ca_topic_score_gemma":0.00014276546,"teacher_disagreement_score":0.39182004,"about_ca_system_score_codex":0.00008900263,"about_ca_system_score_gemma":0.00019177502,"threshold_uncertainty_score":0.9999738},"labels":[],"label_agreement":null},{"id":"W4312667235","doi":"10.1109/pn56061.2022.9908400","title":"Comparison of near-infrared and mid-infrared link budgets for optical satellite communication","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Optical Wireless Communication Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"National Research Council","keywords":"Detector; Infrared; Satellite; Suite; Optical link; Optical communication; Optics; Optoelectronics; Computer science; Physics; Remote sensing; Optical fiber; Geology; Astronomy; Geography","score_opus":0.020417089788502107,"score_gpt":0.2681590152680903,"score_spread":0.24774192547958818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312667235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9754536,0.017076189,0.0008316559,0.00049164763,0.00018590999,0.0009438254,0.00019195874,0.0008098618,0.0040153493],"genre_scores_gemma":[0.9560734,0.002312388,0.040609337,0.000046537476,0.0000059058466,0.00043647122,0.0003186324,0.000057657995,0.00013968738],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985364,0.000058136156,0.0005990374,0.00023155565,0.00026736304,0.0003074706],"domain_scores_gemma":[0.9978545,0.0005189409,0.00013304754,0.0013130221,0.000100950674,0.0000795906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027626948,0.00020460716,0.00043771754,0.000113584094,0.00034559154,0.00005230579,0.0008888474,0.00012253273,0.00007554955],"category_scores_gemma":[0.00015227999,0.0002444043,0.00009662738,0.00040661683,0.00022980523,0.00010734513,0.00078927696,0.0006701878,0.0000056244266],"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":[0.000811888,0.0019129899,0.0705585,0.0020476764,0.0013841902,0.000013200295,0.02031707,0.17355822,0.027906448,0.057729337,0.011266801,0.6324937],"study_design_scores_gemma":[0.0014273947,0.00043344207,0.011225029,0.00003632083,0.000079352605,0.000007770583,0.0015050027,0.735747,0.035430644,0.005211889,0.20820966,0.0006865078],"about_ca_topic_score_codex":0.000011083941,"about_ca_topic_score_gemma":0.000041563337,"teacher_disagreement_score":0.63180715,"about_ca_system_score_codex":0.00014088147,"about_ca_system_score_gemma":0.00004797879,"threshold_uncertainty_score":0.9966519},"labels":[],"label_agreement":null},{"id":"W4312672756","doi":"10.1109/pn56061.2022.9908365","title":"Deterministic single-photon subtraction based on bi-exciton transitions of a quantum dot","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Quantum optics and atomic interactions","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Quantum dot; Exciton; Subtraction; Photon; Physics; Scheme (mathematics); Quantum dot laser; Modal; Quantum optics; Quantum mechanics; Photonics; Biexciton; Optoelectronics; Optics; Quantum well; Materials science; Laser; Mathematics; Mathematical analysis","score_opus":0.013691323236138832,"score_gpt":0.236820689776292,"score_spread":0.22312936654015317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312672756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894942,0.000011337188,0.002248636,0.0001340057,0.0009510348,0.0003996536,0.0012931383,0.00004708374,0.0054208897],"genre_scores_gemma":[0.99837524,0.0000021396884,0.0002061193,0.00015895217,0.000071855575,0.00023906896,0.00062756246,0.00004741979,0.0002716465],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99822026,0.00011107322,0.0005013366,0.00040200521,0.00041617232,0.00034915548],"domain_scores_gemma":[0.99884516,0.00017762769,0.00031353673,0.00046592773,0.00009315237,0.00010461773],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017619664,0.00024919215,0.0003097665,0.00024979556,0.00054955145,0.00004435021,0.00023748574,0.00003624943,0.0035573759],"category_scores_gemma":[0.000008750108,0.0002811939,0.000317832,0.0004702602,0.00005806358,0.00010170066,0.000048526756,0.000605624,0.00003380374],"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":[0.0033140352,0.032456014,0.032850463,0.00046569962,0.0015108743,0.00028150604,0.008598608,0.39336511,0.33372554,0.16457798,0.007338593,0.021515572],"study_design_scores_gemma":[0.0016157106,0.0014386498,0.0018482497,0.00005004753,0.00022265276,0.000013886297,0.0010885509,0.93005073,0.017621744,0.0030980173,0.04225713,0.0006946103],"about_ca_topic_score_codex":0.0004266903,"about_ca_topic_score_gemma":0.00006664715,"teacher_disagreement_score":0.53668565,"about_ca_system_score_codex":0.00016479135,"about_ca_system_score_gemma":0.00024224356,"threshold_uncertainty_score":0.999964},"labels":[],"label_agreement":null},{"id":"W4312688772","doi":"10.1109/pn56061.2022.9908255","title":"Terahertz metasurface based on additive manufacturing technology","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Millimeter-Wave Propagation and Modeling","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":"École de Technologie Supérieure","funders":"","keywords":"Terahertz radiation; Electronics; Terahertz metamaterials; Materials science; Band-pass filter; 3D printing; Optoelectronics; Terahertz spectroscopy and technology; Transmission (telecommunications); Computer science; Electronic engineering; Optics; Electrical engineering; Engineering; Telecommunications; Physics; Composite material","score_opus":0.009205730722982542,"score_gpt":0.19300574577056082,"score_spread":0.18380001504757829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312688772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9718927,0.00038045578,0.02108807,0.00012874027,0.0006840721,0.00046493305,0.0003895172,0.0007879242,0.00418357],"genre_scores_gemma":[0.9958658,0.00004950463,0.002769844,0.0004901414,0.000016765924,0.00026376115,0.00018405721,0.000072954164,0.00028715745],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99862593,0.00004973884,0.0002694259,0.0003424648,0.0003446321,0.0003678037],"domain_scores_gemma":[0.9993513,0.00005468394,0.000056892677,0.00043207925,0.00002830318,0.00007672488],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018396713,0.00023358867,0.00023189062,0.00033350356,0.00025924505,0.000024871633,0.00028728353,0.00006126175,0.0021371301],"category_scores_gemma":[0.000016999307,0.00026316277,0.000103771425,0.00033329963,0.00002129978,0.00005958408,0.00012578636,0.0006838873,0.00007939981],"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":[0.00002837073,0.00006503643,0.0001034685,0.00002958103,0.00008799377,0.0000499768,0.00024445396,0.96622884,0.007237317,0.000032250755,0.0010791371,0.024813566],"study_design_scores_gemma":[0.00043598234,0.00011212627,0.00006872112,0.00000820589,0.000026753592,0.000008683046,0.000102917635,0.6813726,0.22183026,0.00015939002,0.0955422,0.00033218577],"about_ca_topic_score_codex":0.000014677797,"about_ca_topic_score_gemma":0.00004244089,"teacher_disagreement_score":0.2848563,"about_ca_system_score_codex":0.00026605366,"about_ca_system_score_gemma":0.00004260706,"threshold_uncertainty_score":0.99998206},"labels":[],"label_agreement":null},{"id":"W4312690903","doi":"10.1109/pn56061.2022.9908342","title":"Single-shot phosphorescence lifetime imaging thermometry for wide-field temperature sensing","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Spectroscopy and Laser Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Photoluminescence; Phosphorescence; Single shot; Materials science; Temperature measurement; Optoelectronics; Field (mathematics); Optics; Fluorescence; Physics","score_opus":0.009664906872744764,"score_gpt":0.23903541052853453,"score_spread":0.22937050365578976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312690903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98874134,0.0014840122,0.000290538,0.0011049501,0.0003175222,0.0004405948,0.00048580038,0.000282318,0.0068529537],"genre_scores_gemma":[0.9931227,0.00005106586,0.0014457586,0.0024782969,0.00013304754,0.0002672657,0.0004407555,0.0000910675,0.001970038],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99798167,0.000028643379,0.00035269847,0.00066862255,0.00041406573,0.000554323],"domain_scores_gemma":[0.99838024,0.00041326773,0.00017553155,0.0008004969,0.00008975528,0.00014068311],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021711977,0.00029123228,0.0002755981,0.000089940804,0.00091022876,0.000110821326,0.00051343284,0.00008267755,0.002995005],"category_scores_gemma":[0.00013308488,0.00033104367,0.00020521686,0.0006228977,0.000052643216,0.00009970301,0.00027168868,0.0008253935,0.000014589976],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023363363,0.00032125966,0.011518755,0.00010362668,0.0000993462,0.000046567915,0.00092685496,0.00046408072,0.9642031,0.00021898496,0.018241074,0.0036226863],"study_design_scores_gemma":[0.00073806517,0.000095936404,0.00027739373,0.000029668014,0.00009902904,0.00006680036,0.0009349776,0.014297548,0.79885817,0.0004429746,0.1835062,0.00065325265],"about_ca_topic_score_codex":0.0001285798,"about_ca_topic_score_gemma":0.000092365466,"teacher_disagreement_score":0.16534498,"about_ca_system_score_codex":0.00028950672,"about_ca_system_score_gemma":0.00018147714,"threshold_uncertainty_score":0.99991417},"labels":[],"label_agreement":null},{"id":"W4312709891","doi":"10.1109/pn56061.2022.9908409","title":"Photonic Image Rejection Filter for Optical Beamforming Network","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","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":"McMaster University","funders":"","keywords":"Passband; Beamforming; Ripple; Filter (signal processing); Optical filter; Composite image filter; Photonics; Computer science; Electronic engineering; Transmission (telecommunications); Band-pass filter; Image (mathematics); Topology (electrical circuits); Optics; Telecommunications; Engineering; Physics; Artificial intelligence; Computer vision; Electrical engineering","score_opus":0.00860718930551322,"score_gpt":0.21088804443750234,"score_spread":0.20228085513198912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312709891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9560963,0.0016649897,0.007496064,0.000098535,0.0033537152,0.0016325236,0.00037815515,0.0009554867,0.028324239],"genre_scores_gemma":[0.9540054,0.0005090436,0.03765111,0.0011470704,0.00052626076,0.0029456818,0.0007822831,0.00032817482,0.002104954],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99772483,0.000028512753,0.00047388658,0.0004579381,0.0004139511,0.0009008868],"domain_scores_gemma":[0.9990024,0.00020071366,0.00006924155,0.00048035616,0.000053798638,0.00019347607],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004311803,0.0003219979,0.00038200655,0.000100516896,0.00055493205,0.00007664176,0.00042560638,0.00009478901,0.0012832736],"category_scores_gemma":[0.00003772701,0.00035726253,0.00027013224,0.00054892886,0.000055562985,0.00024373403,0.0002572545,0.0007238427,0.00005884345],"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":[0.00062751514,0.0005032607,0.0013483275,0.00083202,0.00090062246,0.00017757739,0.0017993444,0.9066268,0.018671142,0.012552139,0.041982062,0.013979153],"study_design_scores_gemma":[0.0007649624,0.00025350437,0.00042408158,0.000014452004,0.00009279781,0.000052061423,0.00013864078,0.6908463,0.0037227215,0.0010548773,0.30205208,0.00058346824],"about_ca_topic_score_codex":0.00003077502,"about_ca_topic_score_gemma":0.0001898255,"teacher_disagreement_score":0.26007003,"about_ca_system_score_codex":0.00041554112,"about_ca_system_score_gemma":0.00009094731,"threshold_uncertainty_score":0.99988794},"labels":[],"label_agreement":null},{"id":"W4312714398","doi":"10.1109/pn56061.2022.9908395","title":"In situ training with silicon photonics neural networks","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Neural Networks and Reservoir Computing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Queen's University","funders":"","keywords":"Photonics; Silicon photonics; Artificial neural network; Computer science; Electronics; Computer architecture; Silicon; Deep learning; Training (meteorology); Electronic engineering; Artificial intelligence; Engineering; Electrical engineering; Materials science; Optoelectronics; Physics","score_opus":0.014216903192478482,"score_gpt":0.21636972391153242,"score_spread":0.20215282071905394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312714398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98978806,0.00086824177,0.005732146,0.0006394706,0.0013291376,0.00053300423,0.0000058006976,0.00022676002,0.00087739155],"genre_scores_gemma":[0.99385875,0.000052204534,0.003234455,0.0022942799,0.00008955803,0.00011912041,0.000023096773,0.000046642916,0.0002818729],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99651974,0.00024537853,0.00050793163,0.00094511587,0.000724374,0.0010574808],"domain_scores_gemma":[0.9983767,0.0002024599,0.00024963802,0.0009130557,0.000053030344,0.00020510156],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005867127,0.00036125985,0.00044412757,0.0002046679,0.00066224835,0.00020933467,0.0018781131,0.00006797166,0.000086242486],"category_scores_gemma":[0.000012335269,0.0003364887,0.00014777479,0.0020362795,0.00005975274,0.00046711232,0.0016314499,0.0015040318,0.000004102048],"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":[0.00004652147,0.000106142244,0.0029428804,0.0000101585,0.000024990975,0.0007296994,0.0018192467,0.98481494,0.00012317974,0.00069388666,0.00048669372,0.008201637],"study_design_scores_gemma":[0.00077487604,0.00036571422,0.0014823821,0.000012928047,0.000007942144,0.00021386665,0.00016242212,0.98741966,0.00006717057,0.00018693368,0.0088500185,0.00045610848],"about_ca_topic_score_codex":0.00016068984,"about_ca_topic_score_gemma":0.001508069,"teacher_disagreement_score":0.008363325,"about_ca_system_score_codex":0.00020629569,"about_ca_system_score_gemma":0.000208196,"threshold_uncertainty_score":0.9999087},"labels":[],"label_agreement":null},{"id":"W4312750888","doi":"10.1109/pn56061.2022.9908384","title":"Optical Fiber Sources Design in OptiSystem Software","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Optiwave Systems (Canada)","funders":"","keywords":"Fiber laser; Materials science; Laser; Optoelectronics; Thulium; Dispersion-shifted fiber; Erbium; Fiber; Optical fiber; Optics; Holmium; Polarization-maintaining optical fiber; Computer science; Doping; Fiber optic sensor; Physics","score_opus":0.012389101702905584,"score_gpt":0.19365237876650662,"score_spread":0.18126327706360104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312750888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952083,0.0018854821,0.0003435764,0.000021576967,0.0005289718,0.00036011395,0.00006935343,0.00031695608,0.0012656183],"genre_scores_gemma":[0.9887814,0.00009359205,0.009355583,0.0002098421,0.00006294071,0.00036490225,0.00007757857,0.000113001115,0.0009411901],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99834776,0.000074250376,0.00036366298,0.00033368386,0.00038963542,0.0004909846],"domain_scores_gemma":[0.999223,0.00022801552,0.000035071822,0.00034367564,0.000022141401,0.00014809394],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028494123,0.00023260612,0.0003149845,0.00013638112,0.00013468956,0.000056057113,0.00038955742,0.00007236947,0.0023930052],"category_scores_gemma":[0.000041096668,0.0002478873,0.000098126126,0.0005018126,0.00003263873,0.00012223375,0.00018663127,0.0005835708,0.00013617544],"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":[0.000048455462,0.000124168,0.010106651,0.00017906252,0.00010434333,0.00034727552,0.0011544563,0.980042,0.00096007553,0.00028103538,0.0033672422,0.0032852367],"study_design_scores_gemma":[0.0029159007,0.0006247073,0.013927673,0.000117583426,0.00015866022,0.00021745659,0.002021616,0.7075887,0.009234977,0.00063327566,0.25984293,0.0027165376],"about_ca_topic_score_codex":0.000060431714,"about_ca_topic_score_gemma":0.00012401571,"teacher_disagreement_score":0.27245334,"about_ca_system_score_codex":0.00025150596,"about_ca_system_score_gemma":0.000056120545,"threshold_uncertainty_score":0.9999973},"labels":[],"label_agreement":null},{"id":"W4312751031","doi":"10.1109/pn56061.2022.9908391","title":"Athermal and Tunable Si-Photonic MZI-Echelle Grating Wavelength Demultiplexers","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","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":"National Research Council Canada","funders":"","keywords":"Grating; Wavelength; Materials science; Optoelectronics; Interferometry; Photonics; Optics; Diffraction grating; Temperature control; Silicon photonics; Wavelength-division multiplexing; Chip; Silicon; Channel spacing; Physics; Telecommunications; Computer science","score_opus":0.007578497126375568,"score_gpt":0.18927087429114148,"score_spread":0.1816923771647659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312751031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850682,0.0028166089,0.000052738636,0.00003273841,0.00050248293,0.0004796204,0.00021480015,0.0004502217,0.010382579],"genre_scores_gemma":[0.9960348,0.00082777516,0.0015288086,0.00031944097,0.000038341022,0.00028906215,0.000105226354,0.00011359763,0.00074293994],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976148,0.00007027511,0.00046178576,0.0005297011,0.0004921853,0.0008312781],"domain_scores_gemma":[0.99896866,0.00017161436,0.00008252118,0.0004753359,0.000037100013,0.00026479748],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003825964,0.00038923603,0.00042781312,0.00013115116,0.000607541,0.000078842546,0.000436673,0.00010014122,0.0011251285],"category_scores_gemma":[0.00004010857,0.00042545717,0.00014675116,0.0005274752,0.000081408245,0.00021723736,0.000436771,0.000952714,0.000041461008],"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":[0.0007230994,0.001867301,0.07382393,0.002898222,0.0030993898,0.0017721029,0.033839263,0.6254189,0.13876797,0.014916298,0.010740046,0.09213346],"study_design_scores_gemma":[0.00091509573,0.00014535693,0.0018556344,0.000015229193,0.00006767617,0.00006305088,0.0011133692,0.91843474,0.0038007107,0.00025579907,0.072625026,0.00070832827],"about_ca_topic_score_codex":0.00019247878,"about_ca_topic_score_gemma":0.00036110106,"teacher_disagreement_score":0.2930158,"about_ca_system_score_codex":0.00029324368,"about_ca_system_score_gemma":0.00010866372,"threshold_uncertainty_score":0.9998197},"labels":[],"label_agreement":null},{"id":"W4312771033","doi":"10.1109/pn56061.2022.9908396","title":"Polychromatic-DHM automation: towards quasi-speckle-free quantitative phase imaging of cell dynamics","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Digital Holography and Microscopy","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":"Speckle pattern; Digital holographic microscopy; Phase imaging; Holography; Digital holography; Speckle imaging; Optics; Phase (matter); Dynamics (music); Computer science; Electronic speckle pattern interferometry; Holographic interferometry; Microscopy; Computer vision; Physics; Acoustics","score_opus":0.007851082591706386,"score_gpt":0.2594561593287213,"score_spread":0.25160507673701493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312771033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9665434,0.00028855837,0.0055004414,0.00007399059,0.00048420118,0.00043767295,0.0043671136,0.00008647303,0.022218168],"genre_scores_gemma":[0.99332374,0.0000063762986,0.0047071516,0.00008121962,0.000025080575,0.00011892115,0.0011023104,0.000043368724,0.00059184],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99819005,0.00008582346,0.00053093943,0.00039768728,0.0003969174,0.00039856558],"domain_scores_gemma":[0.9986602,0.000073403775,0.00041151952,0.0006564095,0.000095272175,0.00010318523],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021544076,0.00027321378,0.0003728907,0.0001947317,0.0003230853,0.0000640119,0.0006452367,0.00002217006,0.001332598],"category_scores_gemma":[0.000007604045,0.00030762533,0.00030838104,0.00070383394,0.00013553025,0.00029912975,0.00044665195,0.00033614723,0.000018501907],"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":[0.0014021271,0.03077496,0.21309826,0.0009610059,0.0021680302,0.00025869097,0.034536317,0.003927351,0.026574476,0.52179253,0.02527863,0.13922763],"study_design_scores_gemma":[0.03316103,0.007821722,0.022070149,0.00022421057,0.0012234587,0.000071642186,0.070161186,0.6010206,0.10114061,0.11536552,0.04161326,0.0061266273],"about_ca_topic_score_codex":0.00043481225,"about_ca_topic_score_gemma":0.000045799028,"teacher_disagreement_score":0.5970932,"about_ca_system_score_codex":0.00010321544,"about_ca_system_score_gemma":0.00024445058,"threshold_uncertainty_score":0.9999376},"labels":[],"label_agreement":null},{"id":"W4312772055","doi":"10.1109/pn56061.2022.9908381","title":"Plasmonic Hot Carriers and Their Applications","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Plasmon; Hot electron; Nanoscopic scale; Exploit; Materials science; Optoelectronics; Surface plasmon; Nanostructure; Nanotechnology; Hot spot (computer programming); Computer science; Physics; Electron","score_opus":0.008824746541005584,"score_gpt":0.19975836553428278,"score_spread":0.19093361899327718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312772055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974528,0.00062983274,0.00006319885,0.000205723,0.00009419562,0.00040738523,0.00044746767,0.000086362284,0.0006130122],"genre_scores_gemma":[0.9976219,0.00007898488,0.00028362233,0.0002962714,0.000022636747,0.0012730872,0.000037607115,0.000018832045,0.00036707745],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99884415,0.000057842906,0.0002217724,0.00038795095,0.00019433527,0.00029394636],"domain_scores_gemma":[0.99922824,0.000088384506,0.000092558155,0.00043298615,0.000026921194,0.00013093601],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024061842,0.00013737708,0.00016829217,0.000047168098,0.00087781635,0.00006744828,0.00033433147,0.000023680506,0.0012659938],"category_scores_gemma":[0.000008033505,0.00012469316,0.00006296791,0.00030146606,0.00008993351,0.00007151173,0.00026262554,0.00015304163,0.00006206575],"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":[0.00003364559,0.00024038446,0.0032743458,0.000018027957,0.000024526147,0.00000334399,0.0018673685,0.0007115992,0.97741944,0.008161982,0.001816876,0.0064284587],"study_design_scores_gemma":[0.0005746773,0.00014087372,0.0038911295,0.000004411383,0.000053701246,0.000040673684,0.0023271386,0.004095614,0.45805326,0.002654967,0.52757955,0.00058398355],"about_ca_topic_score_codex":0.000096059804,"about_ca_topic_score_gemma":0.00013612039,"teacher_disagreement_score":0.5257627,"about_ca_system_score_codex":0.0000709655,"about_ca_system_score_gemma":0.00010160025,"threshold_uncertainty_score":0.99964696},"labels":[],"label_agreement":null},{"id":"W4312799884","doi":"10.1109/pn56061.2022.9908386","title":"Polarity Control of Nanowire-template-assisted AlN Epilayers on Si by Molecular Beam Epitaxy","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanowire; Molecular beam epitaxy; Polarity (international relations); Materials science; Optoelectronics; Epitaxy; Polar; Wide-bandgap semiconductor; Nanotechnology; Layer (electronics); Chemistry","score_opus":0.007583471382534068,"score_gpt":0.21805630184002162,"score_spread":0.21047283045748755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312799884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923161,0.0002691565,0.00008418816,0.00010630195,0.0005945572,0.00060250855,0.0049844217,0.000044574026,0.000998142],"genre_scores_gemma":[0.9976736,0.000006003664,0.00006650596,0.0006029194,0.000034084565,0.00017255046,0.001060505,0.000058924954,0.00032493123],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99767345,0.00020360951,0.00058220077,0.0005312094,0.0005066121,0.0005029239],"domain_scores_gemma":[0.99855775,0.00010254269,0.00045545035,0.0006292739,0.00008725577,0.00016771744],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034465708,0.00033949356,0.00060016033,0.000097822274,0.0003040022,0.00004771807,0.0004910783,0.000058624155,0.003678365],"category_scores_gemma":[0.00000869324,0.00036195232,0.00032188647,0.0002965289,0.00005829216,0.0000924811,0.00016391996,0.00040434275,0.000027768318],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022187174,0.00083874824,0.018612964,0.000054321234,0.00049028796,0.000024212704,0.00025109315,0.0013887757,0.9721844,0.0016860073,0.00325453,0.0009927765],"study_design_scores_gemma":[0.007821911,0.0015863411,0.007841713,0.00004958707,0.0005320568,0.000008817273,0.0008620256,0.0014894329,0.7749518,0.0014957623,0.20160742,0.001753091],"about_ca_topic_score_codex":0.002834749,"about_ca_topic_score_gemma":0.00004171228,"teacher_disagreement_score":0.19835289,"about_ca_system_score_codex":0.00010114321,"about_ca_system_score_gemma":0.00019215031,"threshold_uncertainty_score":0.99988323},"labels":[],"label_agreement":null},{"id":"W4312807170","doi":"10.1109/pn56061.2022.9908344","title":"Application Specific Interface to Control and Calibrate Programmable Photonic Integrated Circuits","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Neural Networks and Reservoir Computing","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Photonics; Interface (matter); Photonic integrated circuit; Crosstalk; Interferometry; Computer science; Voltage; Electronic engineering; Electronic circuit; Silicon photonics; Optical transistor; Mach–Zehnder interferometer; Integrated optics; Electrical engineering; Optoelectronics; Engineering; Optics; Physics; Transistor; Parallel computing","score_opus":0.008594001907319317,"score_gpt":0.21334244712947092,"score_spread":0.2047484452221516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312807170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7407626,0.0015908252,0.25354493,0.0008946991,0.0007382612,0.0017605086,0.000039120834,0.00041055583,0.000258525],"genre_scores_gemma":[0.9946743,0.00006954009,0.0034187657,0.0008659398,0.000043900895,0.00043278612,0.000027668637,0.00003373189,0.00043335473],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974475,0.00017974337,0.0004048876,0.00089984405,0.00044638987,0.0006216182],"domain_scores_gemma":[0.9985959,0.00009310502,0.00017866225,0.00078724825,0.000091287904,0.00025379262],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045624332,0.00026769118,0.0003159115,0.000152294,0.0006017003,0.00034622595,0.0012996802,0.000044873254,0.000053823773],"category_scores_gemma":[0.000010276949,0.00025847906,0.00008387531,0.0015768603,0.000040354425,0.00024816574,0.0012080456,0.0006173815,0.000028909686],"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":[0.00021877715,0.0007907864,0.009789315,0.000119154975,0.00025464725,0.00027456912,0.0041540572,0.42763525,0.032719247,0.008808486,0.012797661,0.50243807],"study_design_scores_gemma":[0.0006043766,0.00029694417,0.00064766407,0.000010892304,0.000007600579,0.00005666443,0.000057128196,0.80890894,0.0010611675,0.00037124785,0.18763079,0.00034658096],"about_ca_topic_score_codex":0.0001699525,"about_ca_topic_score_gemma":0.00012410052,"teacher_disagreement_score":0.50209147,"about_ca_system_score_codex":0.00017541644,"about_ca_system_score_gemma":0.00012870261,"threshold_uncertainty_score":0.99998677},"labels":[],"label_agreement":null},{"id":"W4312816332","doi":"10.1109/pn56061.2022.9908249","title":"Airy Beams on Incoherent Background","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","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":"Dalhousie University","funders":"","keywords":"Diffraction; Coherence (philosophical gambling strategy); Physics; Optics; Spatial coherence; Gaussian; Aperture (computer memory); Homogeneous; Free space; Range (aeronautics); Statistical physics; Acoustics; Quantum mechanics; Materials science","score_opus":0.010948596430633464,"score_gpt":0.22677498467848972,"score_spread":0.21582638824785627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312816332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.966501,0.00010220771,0.000069187445,0.00010192533,0.00095909095,0.0003886158,0.0004175469,0.00006035903,0.03140005],"genre_scores_gemma":[0.9888791,0.000004797567,0.00041685422,0.00042787302,0.0001919262,0.00030924054,0.00056142255,0.00006366119,0.009145111],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981622,0.00007335976,0.0003037859,0.00043488544,0.00058110576,0.00044465388],"domain_scores_gemma":[0.9990503,0.00004497752,0.00014699339,0.0005868429,0.000035423076,0.00013546293],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016356216,0.00025818462,0.00024068491,0.000083977364,0.0004583064,0.000063719104,0.00044561192,0.000024538978,0.010497513],"category_scores_gemma":[0.000002066786,0.00027769792,0.00020343048,0.00035354553,0.000046039106,0.000088264904,0.0006003181,0.0006319367,0.0003599539],"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":[0.0006852061,0.012978811,0.32521266,0.00019600047,0.0023243846,0.0003758848,0.008246339,0.07351774,0.002170702,0.40094876,0.11174328,0.061600234],"study_design_scores_gemma":[0.0025340307,0.0016426357,0.010506942,0.000021487385,0.00014987966,0.000011701368,0.0042079487,0.009126883,0.0030245273,0.012671973,0.95447755,0.0016244352],"about_ca_topic_score_codex":0.00028391977,"about_ca_topic_score_gemma":0.000033748773,"teacher_disagreement_score":0.8427343,"about_ca_system_score_codex":0.00024187936,"about_ca_system_score_gemma":0.00012592503,"threshold_uncertainty_score":0.9999675},"labels":[],"label_agreement":null},{"id":"W4312820229","doi":"10.1109/pn56061.2022.9908368","title":"Recent Progress on Short-wavelength-emitting AlGaN Nanowire Deep UV LEDs","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Nature","keywords":"Light-emitting diode; Materials science; Optoelectronics; Nanowire; Gallium nitride; Ultraviolet; Diode; Wide-bandgap semiconductor; Indium gallium nitride; Wavelength; Polarization (electrochemistry); Aluminium; Layer (electronics); Nanotechnology; Composite material","score_opus":0.015971944330224933,"score_gpt":0.24535148166429527,"score_spread":0.22937953733407035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312820229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925552,0.0004692506,0.000005550715,0.00013457415,0.0015062756,0.0008543841,0.0003353417,0.000107239124,0.004032203],"genre_scores_gemma":[0.996615,0.000043488886,0.00023122878,0.0003598329,0.00024483263,0.0006676963,0.0008664961,0.00009277067,0.0008786753],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99723506,0.00019055499,0.0006055798,0.0006852482,0.0005837531,0.0006998085],"domain_scores_gemma":[0.99867845,0.00008403997,0.0002842927,0.00066114904,0.0001006248,0.00019142694],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046675597,0.00040231872,0.0005367743,0.00011627732,0.0006769296,0.00012952946,0.0005326615,0.000051422223,0.0070450455],"category_scores_gemma":[0.000008940314,0.00040052526,0.00025904115,0.00040306512,0.00005049697,0.0001159148,0.00037137175,0.00055969297,0.000074109885],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007716989,0.0035763143,0.2839082,0.00025884612,0.0015674412,0.00019846123,0.007761913,0.0029067444,0.02492849,0.010530629,0.008769961,0.65482134],"study_design_scores_gemma":[0.004608401,0.0011308038,0.0043470426,0.00009108985,0.0003767551,0.00001595483,0.0039280728,0.010551488,0.0712377,0.0010812227,0.9002578,0.0023736705],"about_ca_topic_score_codex":0.00012413027,"about_ca_topic_score_gemma":0.000064103006,"teacher_disagreement_score":0.89148784,"about_ca_system_score_codex":0.00016266115,"about_ca_system_score_gemma":0.00021159205,"threshold_uncertainty_score":0.9998447},"labels":[],"label_agreement":null},{"id":"W4312840485","doi":"10.1109/pn56061.2022.9908382","title":"Nd:YAG laser at 946 nm with improved beam quality","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Solid State Laser Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Laser beam quality; Quality (philosophy); Laser beams; Beam (structure); Materials science; Power (physics); Laser; Optics; M squared; Optoelectronics; Continuous wave; Physics","score_opus":0.009334950671371427,"score_gpt":0.20812802421953208,"score_spread":0.19879307354816064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312840485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99443877,0.0004213398,0.00007591259,0.000090863476,0.00042729825,0.00048257218,0.0005122674,0.0018952495,0.0016557227],"genre_scores_gemma":[0.9961356,0.00009879996,0.00095515203,0.00021315775,0.000021531625,0.0005698395,0.00023198556,0.0001273965,0.0016465462],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.997933,0.000048146336,0.0003917713,0.0004890323,0.00048159546,0.000656501],"domain_scores_gemma":[0.9985993,0.00009922192,0.00009908625,0.0010465056,0.00004681302,0.00010906704],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025429952,0.00034592656,0.00038318464,0.00014169789,0.00032841938,0.000039409973,0.00063443766,0.00009073809,0.00089258706],"category_scores_gemma":[0.000039281393,0.00035096525,0.00011215228,0.00072225084,0.000085139436,0.00013324851,0.0006085273,0.0007686371,0.00007203525],"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":[0.0010688337,0.000830922,0.1543158,0.0008125652,0.0017237412,0.0008253006,0.006966771,0.71478426,0.051005796,0.0007253622,0.05646189,0.010478766],"study_design_scores_gemma":[0.0061115245,0.0015780065,0.04966739,0.000033643933,0.00026768833,0.00020215094,0.004528044,0.17501763,0.26005584,0.0013168403,0.49688476,0.004336487],"about_ca_topic_score_codex":0.0002733265,"about_ca_topic_score_gemma":0.0028496431,"teacher_disagreement_score":0.5397666,"about_ca_system_score_codex":0.00066367263,"about_ca_system_score_gemma":0.00006984351,"threshold_uncertainty_score":0.99989426},"labels":[],"label_agreement":null},{"id":"W4312877593","doi":"10.1109/pn56061.2022.9908416","title":"Optimizing UV LED emission characteristics for an efficient module design","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Light-emitting diode; Optoelectronics; Materials science; Optics; Reduction (mathematics); Thermal; Nonimaging optics; LED lamp; Computer science; Physics","score_opus":0.024044533864576934,"score_gpt":0.252336006401774,"score_spread":0.22829147253719706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312877593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900019,0.000047845155,0.006835765,0.00002343378,0.00093386206,0.0008992924,0.0010433571,0.00006318133,0.00015132644],"genre_scores_gemma":[0.9925346,0.0000032385199,0.004744343,0.00014014293,0.00017641477,0.00051690865,0.0013231932,0.00006557316,0.0004956002],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99829835,0.00012620889,0.0003946091,0.0004705624,0.00026069587,0.00044957647],"domain_scores_gemma":[0.9989526,0.00007728756,0.0002715142,0.00044895103,0.000081930506,0.00016768363],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043809233,0.00025143838,0.00034893383,0.00007240873,0.00060910353,0.00010374125,0.00035988982,0.00003317146,0.0016791008],"category_scores_gemma":[0.000007527254,0.00025979787,0.00015321017,0.00016016998,0.000019707464,0.000083507024,0.00017769737,0.00021077493,0.000009554696],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010479798,0.0027866154,0.011478783,0.0002543396,0.0004319156,0.000022659717,0.0072689056,0.31089213,0.6453962,0.0037684438,0.0048861583,0.0117659345],"study_design_scores_gemma":[0.0046161287,0.0014859467,0.0013380205,0.00005116677,0.00036139865,0.000007722594,0.002271925,0.7271603,0.16727096,0.0015725652,0.091878,0.0019858743],"about_ca_topic_score_codex":0.00013767915,"about_ca_topic_score_gemma":0.0000037295524,"teacher_disagreement_score":0.47812518,"about_ca_system_score_codex":0.000091623435,"about_ca_system_score_gemma":0.00017982336,"threshold_uncertainty_score":0.9999854},"labels":[],"label_agreement":null},{"id":"W4312884457","doi":"10.1109/pn56061.2022.9908348","title":"Purification at the ultimate limit using quantum superpositions of causal order","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Superposition principle; Limit (mathematics); Quantum superposition; Quantum; Order (exchange); Computer science; Statistical physics; Quantum computer; Quantum mechanics; Physics; Mathematics; Mathematical analysis","score_opus":0.015549802976468534,"score_gpt":0.23624797334501194,"score_spread":0.2206981703685434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312884457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9709473,0.00038026102,0.026663007,0.000754476,0.0006215907,0.00030138026,0.00011229438,0.0001031508,0.00011653206],"genre_scores_gemma":[0.9717906,0.000034874036,0.027102903,0.00046574164,0.00005148654,0.00007189053,0.000094981544,0.00003283104,0.0003546681],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99813205,0.00019806996,0.00034403632,0.00044036176,0.00053905125,0.0003464257],"domain_scores_gemma":[0.99856925,0.00014498143,0.00020863446,0.00089289964,0.00011757428,0.00006667013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004054332,0.00017031086,0.00018913065,0.000111591624,0.0012495738,0.00007137393,0.0010586666,0.000030927935,0.00014473338],"category_scores_gemma":[0.000024395787,0.00014218906,0.0001145503,0.0011039545,0.00008181386,0.00011001722,0.0011151915,0.00040841106,0.00001146054],"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":[0.000032352717,0.0004106435,0.0020928322,0.000043040316,0.00011635875,0.000049022445,0.0080476105,0.95169145,0.013470819,0.012394186,0.0011518333,0.010499876],"study_design_scores_gemma":[0.00018855644,0.000106677864,0.0017177424,0.0000061355327,0.000019446812,0.00011178481,0.0000636699,0.98788935,0.0013446878,0.00063910725,0.0077289348,0.00018392524],"about_ca_topic_score_codex":0.00040674183,"about_ca_topic_score_gemma":0.0001424305,"teacher_disagreement_score":0.036197904,"about_ca_system_score_codex":0.00014023908,"about_ca_system_score_gemma":0.00021367802,"threshold_uncertainty_score":0.9610837},"labels":[],"label_agreement":null},{"id":"W4312892716","doi":"10.1109/pn56061.2022.9908317","title":"Multi-Transverse-Mode Optical Processors: Towards On-chip Programming and Calibration","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Neural Networks and Reservoir Computing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Mode (computer interface); Transverse plane; Chip; Calibration; Photonics; Electronic engineering; Optoelectronics; Physics; Engineering; Telecommunications","score_opus":0.019192152779010544,"score_gpt":0.255939983907796,"score_spread":0.23674783112878545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312892716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93970037,0.00035041836,0.05693535,0.0010592119,0.00067016156,0.0007247629,0.0000145564945,0.00033546926,0.00020972388],"genre_scores_gemma":[0.95532817,0.000034740726,0.043610852,0.00056245376,0.00007163615,0.00013389862,0.000025517462,0.000026090416,0.00020662445],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99786735,0.000102997175,0.0002927273,0.000663393,0.0005854051,0.00048813244],"domain_scores_gemma":[0.99918824,0.000074522104,0.00010430669,0.0004121822,0.000046581932,0.00017416454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028955893,0.00021517722,0.00021505728,0.00009532323,0.00069295656,0.00025807717,0.00075956865,0.00004867781,0.000021562357],"category_scores_gemma":[0.000018494356,0.00020013368,0.0000878456,0.00065440964,0.000049406965,0.00030121606,0.0007323332,0.00061107276,0.0000028782101],"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":[0.0002287834,0.0017509104,0.009387863,0.0003496392,0.00018938027,0.0008063694,0.012705912,0.5755103,0.001898981,0.014039687,0.0011186552,0.3820135],"study_design_scores_gemma":[0.0005071364,0.00032906517,0.0008686237,0.000014042469,0.000008792539,0.00004433962,0.000077289675,0.9893968,0.00046940433,0.00015657212,0.007847082,0.00028083628],"about_ca_topic_score_codex":0.0000940771,"about_ca_topic_score_gemma":0.00014216002,"teacher_disagreement_score":0.41388652,"about_ca_system_score_codex":0.000076190285,"about_ca_system_score_gemma":0.00016697851,"threshold_uncertainty_score":0.8161215},"labels":[],"label_agreement":null},{"id":"W4312913604","doi":"10.1109/pn56061.2022.9908361","title":"Optimized Polarization-Independent, Wide-Band Metamaterial Perfect Absorber for Infrared Energy Harvesting","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Metamaterials and Metasurfaces Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Metamaterial; Polarization (electrochemistry); Infrared; Materials science; Optoelectronics; Metamaterial absorber; Energy harvesting; Optics; Tunable metamaterials; Energy (signal processing); Physics","score_opus":0.01572758198132453,"score_gpt":0.23264222569802254,"score_spread":0.216914643716698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312913604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865187,0.000313549,0.006875967,0.000081902464,0.0022830705,0.0010424703,0.0020181588,0.0001986833,0.0006675326],"genre_scores_gemma":[0.9289981,0.0001248658,0.043573573,0.0012110701,0.00030122613,0.0054336623,0.002964161,0.00023698514,0.017156359],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99664176,0.00037795823,0.00084489945,0.0008246571,0.00066179625,0.0006489245],"domain_scores_gemma":[0.9979935,0.00027483932,0.0005699926,0.0007828418,0.00018457635,0.00019424704],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015343243,0.00036270818,0.0006308589,0.00014699879,0.0013894994,0.00039850554,0.0007533798,0.00008782162,0.009117181],"category_scores_gemma":[0.00024051868,0.00036821564,0.00022089442,0.00043598723,0.0000688254,0.00034615461,0.0003830954,0.00016438481,0.00005339508],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002509968,0.00012976889,0.00044843587,0.000039108658,0.000060757902,0.0000045296224,0.00026575426,0.008964858,0.98715544,0.0011311172,0.0014133382,0.00013590923],"study_design_scores_gemma":[0.0034029204,0.00027034542,0.0009917625,0.000010338946,0.0003360806,0.00003589466,0.00013391687,0.007438813,0.68665034,0.0015974563,0.29823515,0.0008969761],"about_ca_topic_score_codex":0.00085652596,"about_ca_topic_score_gemma":0.00018077136,"teacher_disagreement_score":0.30050507,"about_ca_system_score_codex":0.00015266296,"about_ca_system_score_gemma":0.00031475912,"threshold_uncertainty_score":0.99991053},"labels":[],"label_agreement":null},{"id":"W4312928961","doi":"10.1109/pn56061.2022.9908251","title":"Nonlinear Dimensionality Reduction for Low Data Regimes in Photonics Design","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"National Research Council","keywords":"Dimensionality reduction; Principal component analysis; Curse of dimensionality; Linear subspace; Photonics; Initialization; Computer science; Nonlinear dimensionality reduction; Nonlinear system; Artificial neural network; Autoencoder; Reduction (mathematics); Subspace topology; Component (thermodynamics); Algorithm; Artificial intelligence; Mathematics; Physics; Optics","score_opus":0.03484564581594336,"score_gpt":0.2540906194714531,"score_spread":0.21924497365550977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312928961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98528075,0.0033914386,0.0024491372,0.00019599346,0.0021990712,0.0021564327,0.0021999315,0.00048787726,0.0016393404],"genre_scores_gemma":[0.9004107,0.0018653905,0.08737463,0.0006053239,0.00020089677,0.0017646588,0.0060640587,0.00033076413,0.001383592],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99764687,0.00010047973,0.0005345276,0.0006680218,0.00047103706,0.00057904626],"domain_scores_gemma":[0.9983278,0.00022678237,0.00008996075,0.0011611874,0.000055609602,0.00013868793],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009536732,0.00029357013,0.00039842384,0.0001433001,0.00028080962,0.000041437484,0.00086713483,0.000094582305,0.00036141262],"category_scores_gemma":[0.00008527127,0.00032957867,0.00010499695,0.0006261602,0.000057047197,0.00029720028,0.0005123722,0.0006485665,0.000021658985],"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":[0.00078801997,0.0011934047,0.00062337617,0.00065617677,0.00041259755,0.00013379935,0.0013219112,0.9579989,0.00727868,0.002345408,0.022312526,0.0049352255],"study_design_scores_gemma":[0.00076392945,0.00011225435,0.0002303539,0.000016819307,0.000042639538,0.000027599157,0.00017422199,0.9081087,0.0029853669,0.000676347,0.08646254,0.00039921363],"about_ca_topic_score_codex":0.000113604794,"about_ca_topic_score_gemma":0.00019680256,"teacher_disagreement_score":0.084925495,"about_ca_system_score_codex":0.00037703817,"about_ca_system_score_gemma":0.00024131763,"threshold_uncertainty_score":0.9999156},"labels":[],"label_agreement":null},{"id":"W4312938140","doi":"10.1109/pn56061.2022.9908394","title":"Volumetric Observation of Microwave Resonances in Grape-sized Aqueous Spheroids","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Microwave and Dielectric Measurement Techniques","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":"Trent University","funders":"","keywords":"Microwave; Spheroid; Materials science; SPHERES; Microwave irradiation; Calorimetry; Finite element method; Morphology (biology); Aqueous solution; Microwave oven; Molecular physics; Chemistry; Physics; Thermodynamics; Geology; Physical chemistry","score_opus":0.014957170225682097,"score_gpt":0.19707471753062775,"score_spread":0.18211754730494564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312938140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98629296,0.00988359,0.00077893655,0.000012793179,0.0002195727,0.00046980713,0.000040923387,0.00022292345,0.0020784987],"genre_scores_gemma":[0.99490285,0.001399218,0.0029320465,0.00009650013,0.000014901938,0.00019379485,0.000096379015,0.00004426403,0.00032005899],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983562,0.0000787677,0.00051680015,0.0002647064,0.00043845776,0.00034505982],"domain_scores_gemma":[0.9993782,0.00005932822,0.000115665054,0.00034061645,0.00006093126,0.000045265984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047551165,0.0001931612,0.00032488682,0.00037365445,0.00007912724,0.000014727166,0.00033116233,0.00006166248,0.00033666773],"category_scores_gemma":[0.000052798736,0.00023141403,0.00010757879,0.0022232472,0.000020153446,0.00009463324,0.00008885222,0.00040904124,0.000004945143],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027749693,0.0006219295,0.15300417,0.0005047129,0.00022508262,0.00012364995,0.0021404864,0.012682088,0.646493,0.00048159948,0.03624898,0.14719678],"study_design_scores_gemma":[0.0036180455,0.0010227424,0.06458264,0.00008343495,0.00012231652,0.000041546205,0.000348716,0.13368937,0.5763687,0.002981836,0.21539149,0.0017492026],"about_ca_topic_score_codex":0.0003515813,"about_ca_topic_score_gemma":0.0013002297,"teacher_disagreement_score":0.1791425,"about_ca_system_score_codex":0.0002943758,"about_ca_system_score_gemma":0.000094098184,"threshold_uncertainty_score":0.94367903},"labels":[],"label_agreement":null},{"id":"W4312956832","doi":"10.1109/pn56061.2022.9908343","title":"Theory of high order Raman generation with chirped pulses","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","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":"Raman spectroscopy; Sideband; Coherent anti-Stokes Raman spectroscopy; Raman scattering; Laser; Optics; Materials science; Excited state; Raman cooling; Atomic physics; Physics; Microwave","score_opus":0.009013544631748072,"score_gpt":0.21946340869208855,"score_spread":0.21044986406034047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312956832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915225,0.000015258429,0.0041842954,0.00013572279,0.00012941132,0.00028785935,0.00047205988,0.000023028502,0.003229896],"genre_scores_gemma":[0.99492544,0.000001935854,0.00087482546,0.00014977861,0.0000804487,0.00050348137,0.0009406536,0.000023637107,0.002499802],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916226,0.000056928933,0.00020989992,0.00023219927,0.00018607284,0.00015263517],"domain_scores_gemma":[0.99930584,0.000035593475,0.0001606055,0.00037380133,0.000083906874,0.00004026829],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008958063,0.000121108176,0.00014685011,0.00005580595,0.0003578278,0.000031002353,0.00018407904,0.000010638681,0.008279562],"category_scores_gemma":[0.0000012937226,0.00010853915,0.000059975187,0.00033588527,0.000032462376,0.00009418158,0.00010009221,0.00020297471,0.000024035984],"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":[0.00046906754,0.0072398433,0.12163863,0.00008741482,0.002175265,0.000018488972,0.00598624,0.17050743,0.048493437,0.54809505,0.03156755,0.06372156],"study_design_scores_gemma":[0.0075147985,0.0017576019,0.05418449,0.00004838537,0.0010077632,0.000060463157,0.007682845,0.05181357,0.16742624,0.044309493,0.6610747,0.0031196822],"about_ca_topic_score_codex":0.00065611856,"about_ca_topic_score_gemma":0.00013912244,"teacher_disagreement_score":0.6295071,"about_ca_system_score_codex":0.000032193322,"about_ca_system_score_gemma":0.0001008344,"threshold_uncertainty_score":0.992627},"labels":[],"label_agreement":null},{"id":"W4312982294","doi":"10.1109/pn56061.2022.9908390","title":"Radiative Cooling of a Silicon Nitride Nanomechanical Resonator","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Thermal Radiation and Cooling 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":"National Research Council Canada; Métis National Council; University of Ottawa","funders":"","keywords":"Radiative cooling; Microscale chemistry; Silicon nitride; Radiative transfer; Materials science; Thermal radiation; Silicon; Optoelectronics; Thermal; Mechanics; Optics; Thermodynamics; Physics","score_opus":0.007261032705995146,"score_gpt":0.19068777206216941,"score_spread":0.18342673935617426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312982294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99632657,0.0016217326,0.00019683677,0.000031028223,0.00038071,0.00021478499,0.0002031168,0.0006165544,0.00040864255],"genre_scores_gemma":[0.99903977,0.00023070534,0.00031141652,0.00009424637,0.000016469563,0.00012512105,0.00003253583,0.000041916293,0.00010783447],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988822,0.00004192725,0.00031729531,0.0002027882,0.00028379777,0.0002719964],"domain_scores_gemma":[0.9993776,0.00010057956,0.00008621254,0.00034334842,0.000033629698,0.000058632715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018946148,0.00015408735,0.00025047397,0.00017755668,0.00013016307,0.000011114592,0.0004009104,0.00006393526,0.00057871384],"category_scores_gemma":[0.00007835187,0.0001800741,0.00010718329,0.0005591645,0.000031935444,0.000056929228,0.00018586105,0.0004876989,0.00001682748],"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":[0.0002903101,0.0002489625,0.003901472,0.00017504358,0.0003892621,0.00008955638,0.0030343847,0.9330858,0.029735494,0.010324583,0.0041397563,0.014585389],"study_design_scores_gemma":[0.0013251305,0.00032700584,0.0034922713,0.000016340035,0.000056586374,0.000025917794,0.0011132932,0.7957847,0.081938155,0.0015084824,0.11369455,0.0007175776],"about_ca_topic_score_codex":0.000036746682,"about_ca_topic_score_gemma":0.00003494365,"teacher_disagreement_score":0.13730109,"about_ca_system_score_codex":0.00021164035,"about_ca_system_score_gemma":0.00007194274,"threshold_uncertainty_score":0.7343209},"labels":[],"label_agreement":null},{"id":"W4313018853","doi":"10.1109/pn56061.2022.9908253","title":"Localized Facet Joule Heating of Mid-infrared Quantum Cascade Lasers","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Spectroscopy and Laser Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Joule heating; Facet (psychology); Joule (programming language); Laser; Materials science; Optoelectronics; Cascade; Layer (electronics); Infrared; Ridge; Optics; Nanotechnology; Chemistry; Power (physics); Physics","score_opus":0.011152475261056833,"score_gpt":0.24938762410514753,"score_spread":0.2382351488440907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313018853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872299,0.0005005835,0.00010960339,0.0001046101,0.00012666844,0.0002166235,0.00083209184,0.00015072613,0.010729216],"genre_scores_gemma":[0.9946021,0.00007740992,0.00052405964,0.00027203595,0.000038293663,0.0004831212,0.00065642333,0.000059190537,0.003287395],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99804604,0.000050327708,0.0005104783,0.00045382438,0.0005063318,0.00043296858],"domain_scores_gemma":[0.99866635,0.000100678604,0.00027239692,0.00076592504,0.00005497123,0.00013965706],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002004108,0.00022733385,0.00035571688,0.00007834237,0.00048475733,0.000025044314,0.00053910306,0.000078746154,0.011961158],"category_scores_gemma":[0.000048653023,0.00026628215,0.00019590017,0.0005615057,0.000076808006,0.00006651994,0.0002938317,0.0006391887,0.000028482935],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006849518,0.0020579025,0.039522048,0.00080898014,0.0008138021,0.00014304054,0.010857638,0.053013764,0.84672964,0.0043172175,0.039850164,0.0012008399],"study_design_scores_gemma":[0.0024083199,0.00015152438,0.0005883334,0.00002898152,0.00015757322,0.000046425164,0.004811857,0.09282616,0.667405,0.0014375699,0.22939232,0.00074591284],"about_ca_topic_score_codex":0.0008650058,"about_ca_topic_score_gemma":0.00028352317,"teacher_disagreement_score":0.18954214,"about_ca_system_score_codex":0.00026432626,"about_ca_system_score_gemma":0.00026522,"threshold_uncertainty_score":0.99997896},"labels":[],"label_agreement":null},{"id":"W4313025876","doi":"10.1109/pn56061.2022.9908397","title":"Photonic Cavities in the Far-UVC with Point Defects in Bottom-up Nanowire Photonic Crystals","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","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":"McGill University","funders":"Nature","keywords":"Photonic crystal; Photonics; Nanowire; Optoelectronics; Materials science; Ultraviolet; Yablonovite; Photonic metamaterial; Optics; Photonic integrated circuit; Physics","score_opus":0.008274762369510679,"score_gpt":0.22210461028170708,"score_spread":0.2138298479121964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313025876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98963255,0.00057050446,0.000031801377,0.00027814528,0.00017607756,0.0019132644,0.00080196146,0.00006579836,0.0065298807],"genre_scores_gemma":[0.99357474,0.00006964638,0.000105060026,0.00065164757,0.00004040817,0.0040040193,0.00050210074,0.00008752712,0.00096485415],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961812,0.00030612992,0.00075297954,0.0009159766,0.0007940909,0.0010496561],"domain_scores_gemma":[0.9979183,0.00027531484,0.00035069685,0.0012559156,0.000060887545,0.00013885742],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008751911,0.00053661584,0.00061390386,0.00027674864,0.0007714893,0.00015202032,0.0011423429,0.00005545791,0.0023685088],"category_scores_gemma":[0.000009141678,0.00045331282,0.00027367688,0.0017595603,0.00016244738,0.00023553256,0.00043652815,0.001502152,0.000028042576],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020573128,0.013333793,0.5689344,0.00053958653,0.0013854827,0.0011122273,0.12107133,0.06534055,0.073944114,0.12631267,0.014832144,0.011136423],"study_design_scores_gemma":[0.02614382,0.0023534272,0.0863496,0.00038991266,0.0006666053,0.00042800902,0.1315796,0.047811843,0.030587114,0.037938435,0.62763256,0.008119049],"about_ca_topic_score_codex":0.006300371,"about_ca_topic_score_gemma":0.008976421,"teacher_disagreement_score":0.6128004,"about_ca_system_score_codex":0.00043214037,"about_ca_system_score_gemma":0.00083113665,"threshold_uncertainty_score":0.99979186},"labels":[],"label_agreement":null},{"id":"W4313070855","doi":"10.1109/pn56061.2022.9908387","title":"Mechanically Actuated Asymmetric Slab Waveguide: Optical and Mechanical Design Considerations","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Multiphysics; Slab; Waveguide; Materials science; Mechanical design; Optics; Mechanical engineering; Finite element method; Structural engineering; Physics; Optoelectronics; Engineering","score_opus":0.01774312673100848,"score_gpt":0.212517558005106,"score_spread":0.19477443127409752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313070855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9026623,0.004228269,0.059460934,0.0010111217,0.002504071,0.0029366128,0.0005563174,0.0023017027,0.024338698],"genre_scores_gemma":[0.9790051,0.0003386893,0.019306859,0.00073666737,0.000030039242,0.00027812555,0.000068403024,0.00008261158,0.0001534816],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99751234,0.0001417229,0.00058413483,0.0005275288,0.0006021843,0.0006320855],"domain_scores_gemma":[0.99821264,0.00081240933,0.000059432576,0.0004675612,0.00008066643,0.00036726854],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00060969073,0.00034136442,0.00045644701,0.00022171512,0.0004593356,0.000112061316,0.00030493495,0.00013599508,0.0016792512],"category_scores_gemma":[0.0003414494,0.00036119772,0.0001227851,0.0008698789,0.000062979154,0.00016074086,0.00040062543,0.0009279168,0.000067465764],"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":[0.0006442803,0.0021956754,0.00039274152,0.000568852,0.0032035294,0.003045357,0.0028611848,0.20611754,0.09834521,0.6184916,0.029139666,0.034994397],"study_design_scores_gemma":[0.0011518785,0.00044086901,0.00034056584,0.000009076594,0.0001752132,0.00026478717,0.00011007353,0.95739555,0.016829217,0.010440054,0.012071415,0.00077130203],"about_ca_topic_score_codex":0.00002603139,"about_ca_topic_score_gemma":0.00010228576,"teacher_disagreement_score":0.751278,"about_ca_system_score_codex":0.0002465091,"about_ca_system_score_gemma":0.00018168126,"threshold_uncertainty_score":0.999884},"labels":[],"label_agreement":null},{"id":"W4313129892","doi":"10.1109/pn56061.2022.9908320","title":"Wavelength-agnostic Denoising of Optical Signals","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Noise reduction; Wavelength; Computer science; Multiplexing; Tracking (education); Noise (video); Optics; Artificial intelligence; Physics; Telecommunications; Image (mathematics)","score_opus":0.009483356361133413,"score_gpt":0.23072229714286402,"score_spread":0.22123894078173062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313129892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944861,0.00015699188,0.0020725995,0.00007722629,0.00015919407,0.00028632238,0.00027109752,0.00011356984,0.0023769303],"genre_scores_gemma":[0.99532217,0.000008369074,0.003965153,0.00005233208,0.000030300245,0.00013817045,0.000101099584,0.00003895089,0.00034346303],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984279,0.00004328507,0.00037865152,0.00036616632,0.00038082214,0.00040312472],"domain_scores_gemma":[0.9989098,0.00024078011,0.00019895844,0.0005235575,0.000060950326,0.00006597464],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000141132,0.00020147394,0.00033600608,0.0001108536,0.00025440223,0.000016570042,0.00049404294,0.00003384577,0.0017028296],"category_scores_gemma":[0.000034869616,0.00022191774,0.00014675998,0.0004782397,0.00010618539,0.00010352819,0.00065619475,0.00058410905,0.000023337183],"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":[0.00035348488,0.0032828785,0.24355696,0.00020908158,0.0012806775,0.00025402717,0.003858498,0.15335801,0.048382137,0.15665951,0.004986528,0.3838182],"study_design_scores_gemma":[0.006128666,0.0024127397,0.021493793,0.00013145458,0.0007582328,0.000055173714,0.010610225,0.0628619,0.5976803,0.18267219,0.11089919,0.004296183],"about_ca_topic_score_codex":0.00007357323,"about_ca_topic_score_gemma":0.00001293278,"teacher_disagreement_score":0.5492981,"about_ca_system_score_codex":0.00008347817,"about_ca_system_score_gemma":0.00012017668,"threshold_uncertainty_score":0.99920976},"labels":[],"label_agreement":null},{"id":"W4313161300","doi":"10.1109/pn56061.2022.9908248","title":"Guiding Light in Water-Filled Hollow-Core Photonic-Bandgap Fibers","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Cladding (metalworking); Photonic crystal; Refractive index; Materials science; Photonic-crystal fiber; Photonic bandgap; Optical fiber; Core (optical fiber); Photonics; Optoelectronics; Band gap; Fiber; Optics; Physics; Composite material","score_opus":0.014630152050131882,"score_gpt":0.1944792273239655,"score_spread":0.17984907527383362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313161300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98647845,0.0010806829,0.000014225049,0.00008391922,0.0015160643,0.00067104696,0.00016963045,0.00047580115,0.009510189],"genre_scores_gemma":[0.9963875,0.00038763837,0.00031568017,0.00022640584,0.00004945187,0.00049029005,0.00034001638,0.00016573806,0.0016372807],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.996717,0.00005482391,0.00076957385,0.00064223964,0.0006652419,0.0011511662],"domain_scores_gemma":[0.9987599,0.00006200999,0.000077920544,0.0008269315,0.000042096926,0.00023109875],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000505228,0.00051295484,0.0006080908,0.0003867645,0.00038146848,0.00007264198,0.0007763197,0.00013327968,0.0021826185],"category_scores_gemma":[0.000018881314,0.0005078139,0.0002808222,0.0009140336,0.00004475421,0.00019809973,0.0005650216,0.00090493966,0.00009237478],"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":[0.0005194901,0.0009560307,0.011812045,0.0007053275,0.0008148147,0.0026305676,0.036278613,0.5638223,0.3581347,0.0007316642,0.020762533,0.0028318877],"study_design_scores_gemma":[0.0038415757,0.00034001516,0.00080712064,0.00005907788,0.00011097411,0.00020255013,0.0015565624,0.28405854,0.052707195,0.00082175987,0.65336657,0.0021280374],"about_ca_topic_score_codex":0.00010513613,"about_ca_topic_score_gemma":0.0007389209,"teacher_disagreement_score":0.63260406,"about_ca_system_score_codex":0.00085782295,"about_ca_system_score_gemma":0.00010929336,"threshold_uncertainty_score":0.9997373},"labels":[],"label_agreement":null},{"id":"W4313167874","doi":"10.1109/pn56061.2022.9908353","title":"Femtosecond Yb:CALGO laser with a White cell","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Solid State Laser Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Femtosecond; Laser; Optics; Materials science; Power (physics); Optoelectronics; Laser power scaling; Pulse (music); Physics","score_opus":0.0038409105142543066,"score_gpt":0.15511841888162542,"score_spread":0.1512775083673711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313167874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98750746,0.00053890777,0.00013108763,0.000085186264,0.0003794616,0.00038192997,0.00033965858,0.0014563614,0.009179951],"genre_scores_gemma":[0.9939066,0.00012078106,0.0023747983,0.00022149448,0.000019104413,0.00043737746,0.00013854163,0.00013883576,0.0026424525],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983293,0.000029422803,0.0002658843,0.00039077335,0.0004035822,0.0005810666],"domain_scores_gemma":[0.9990023,0.000048312846,0.00006332998,0.00075717666,0.000031903088,0.00009699106],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000111036476,0.0003066752,0.00029511782,0.0001941925,0.00022102093,0.00005008754,0.00058903464,0.00006978465,0.0016837718],"category_scores_gemma":[0.000008251355,0.00031531698,0.00008347896,0.0007995142,0.00005644421,0.00012827787,0.00033578443,0.0008532466,0.00010750345],"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":[0.00020326741,0.00030503946,0.036126334,0.00030409484,0.0003357359,0.001056695,0.002887085,0.89956117,0.002117319,0.00020305297,0.052646875,0.0042533474],"study_design_scores_gemma":[0.0049977615,0.0019828274,0.011373447,0.00003387146,0.00022900864,0.00027934826,0.0057585975,0.21748596,0.059944365,0.0013531088,0.693111,0.0034506992],"about_ca_topic_score_codex":0.00003250046,"about_ca_topic_score_gemma":0.0005929271,"teacher_disagreement_score":0.6820752,"about_ca_system_score_codex":0.00024785812,"about_ca_system_score_gemma":0.00006546605,"threshold_uncertainty_score":0.9999299},"labels":[],"label_agreement":null},{"id":"W4313179791","doi":"10.1109/pn56061.2022.9908358","title":"Data-Driven Prediction of Fabrication Variations in Silicon Photonic Devices","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","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":"National Research Council Canada; McGill University","funders":"","keywords":"Fabrication; Photonics; Silicon; Computer science; Materials science; Silicon photonics; Scanning electron microscope; Set (abstract data type); Degradation (telecommunications); Nanoscopic scale; Nanotechnology; Electronic engineering; Optoelectronics; Engineering; Telecommunications","score_opus":0.0197472665078164,"score_gpt":0.22981767748969517,"score_spread":0.21007041098187879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313179791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901746,0.0009691285,0.00043830392,0.0000340979,0.0005988644,0.00054174324,0.00261684,0.00021534422,0.004411067],"genre_scores_gemma":[0.9968309,0.00033043677,0.0006546373,0.00006983291,0.000024399993,0.00023231759,0.0017629724,0.000036273555,0.00005823782],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982957,0.00007113514,0.0005455704,0.00037930292,0.00040347615,0.0003048205],"domain_scores_gemma":[0.9988366,0.00011770386,0.000121471705,0.0007960198,0.000052901923,0.00007532365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003256736,0.00017730224,0.00027751343,0.00021815121,0.0001277713,0.000021067117,0.00069329503,0.00006191795,0.00069548265],"category_scores_gemma":[0.00004606758,0.00020799233,0.000059478363,0.00091408705,0.000033430817,0.0003407209,0.0003380321,0.00044105598,0.000019761683],"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":[0.000089422196,0.0009006705,0.11186399,0.00055452593,0.00043982887,0.000029834817,0.0034984634,0.856599,0.013400827,0.004361518,0.0024268546,0.0058350787],"study_design_scores_gemma":[0.00038913335,0.00006336148,0.075643785,0.000011161897,0.000049584236,0.0000047840676,0.00015502486,0.89908856,0.00053355406,0.00014693133,0.02374131,0.00017282572],"about_ca_topic_score_codex":0.00028204656,"about_ca_topic_score_gemma":0.0019919162,"teacher_disagreement_score":0.042489566,"about_ca_system_score_codex":0.0002854843,"about_ca_system_score_gemma":0.00012872227,"threshold_uncertainty_score":0.8481681},"labels":[],"label_agreement":null}]}