{"meta":{"query_hash":"37a478cb99b9","filters":{"venue":"International Topical Meeting on Microwave Photonics"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/37a478cb99b9","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Topical+Meeting+on+Microwave+Photonics"},"results":[{"id":"W1498496729","doi":"","title":"Instantaneous photonic microwave frequency measurement with a maximized measurement range","year":2009,"lang":"en","type":"article","venue":"International Topical Meeting on Microwave Photonics","topic":"Advanced Photonic Communication Systems","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Microwave; SIGNAL (programming language); Calibration; System of measurement; Microwave engineering; Electronic engineering; Materials science; Photonics; Range (aeronautics); Continuous wave; Optics; Optoelectronics; Computer science; Physics; Telecommunications; Engineering; Laser","score_opus":0.030412106065470467,"score_gpt":0.24141294992624768,"score_spread":0.21100084386077722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1498496729","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22603449,0.003064307,0.75367475,0.00046055415,0.00013614578,0.00007212183,0.00017339748,0.0021742634,0.014209909],"genre_scores_gemma":[0.72805685,0.00049535104,0.2693126,0.00020624859,0.00013737952,0.0001300476,0.00009554903,0.00017184237,0.0013941657],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974287,0.00046169912,0.000112175134,0.00074493646,0.0010950468,0.00015738752],"domain_scores_gemma":[0.99689263,0.0012635048,0.0006929806,0.0004959602,0.00054658233,0.000108429405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018576627,0.0006594926,0.000713337,0.0011109504,0.00041332535,0.0010362846,0.0010171337,0.0010379476,0.0009052705],"category_scores_gemma":[0.0028203363,0.0005669049,0.00026077675,0.0009004033,0.0009595933,0.0020731813,0.0015937225,0.0010158075,0.00060187205],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000202248,0.000051522926,0.0023963929,0.0002189435,0.000031696465,0.00015855127,0.00014801539,0.0022791834,0.92241335,0.007431552,0.0005458783,0.06412271],"study_design_scores_gemma":[0.000029106272,0.00029110006,0.0032830986,0.000030989788,0.000039745744,0.0010712931,0.000050614944,0.018775472,0.9682137,0.0029408098,0.005188752,0.0000853499],"about_ca_topic_score_codex":0.00014148864,"about_ca_topic_score_gemma":0.00030375863,"teacher_disagreement_score":0.0018576627,"about_ca_system_score_codex":0.0005171243,"about_ca_system_score_gemma":0.00030700403,"threshold_uncertainty_score":0.009824395},"labels":[],"label_agreement":null},{"id":"W1526714319","doi":"","title":"Dynamic chirped microwave photonic filter","year":2009,"lang":"en","type":"article","venue":"International Topical Meeting on Microwave Photonics","topic":"Advanced Photonic Communication Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Passband; Interferometry; Band-pass filter; Chirp; Reconfigurability; Optical filter; Optics; Photonics; Broadband; Microwave; Materials science; Optoelectronics; Physics; Telecommunications; Computer science","score_opus":0.013357819387560387,"score_gpt":0.2666853352724377,"score_spread":0.25332751588487734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1526714319","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42404395,0.003928891,0.52509165,0.00083072204,0.00095275266,0.00021044242,0.000472923,0.002691886,0.041776795],"genre_scores_gemma":[0.84323025,0.0008310177,0.1414024,0.0003365225,0.00020401314,0.000121517114,0.00017254369,0.000039810635,0.013661891],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99978155,0.000016534295,0.000007665556,0.00007173737,0.00009692717,0.000025699463],"domain_scores_gemma":[0.9997979,0.00004770739,0.000043360018,0.00003185258,0.00005974188,0.000019541989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011344718,0.00033062045,0.00030690042,0.0005009188,0.00031926204,0.00041182162,0.000799866,0.000739826,0.0030101761],"category_scores_gemma":[0.00021737958,0.00022413986,0.00023148261,0.0002417453,0.00025354116,0.00044586757,0.0002334713,0.00040979628,0.0008001403],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001597824,0.000046268073,0.00021221049,0.00007496539,0.00001817815,0.00035639986,0.00002464051,0.0021267363,0.9582371,0.0052169934,0.0007544988,0.03277225],"study_design_scores_gemma":[0.00007749163,0.00073864416,0.0021389425,0.00003466804,0.00006056855,0.002835306,0.000021503038,0.08176844,0.8833542,0.0022264945,0.026686661,0.00005710481],"about_ca_topic_score_codex":0.0003234812,"about_ca_topic_score_gemma":0.0004999378,"teacher_disagreement_score":0.0030101761,"about_ca_system_score_codex":0.0006368552,"about_ca_system_score_gemma":0.0002424669,"threshold_uncertainty_score":0.0100700855},"labels":[],"label_agreement":null},{"id":"W1615063895","doi":"","title":"Photonic generation of chirp-free UWB signals for UWB over fiber applications","year":2009,"lang":"en","type":"article","venue":"International Topical Meeting on Microwave Photonics","topic":"Ultra-Wideband Communications Technology","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Chirp; Single-mode optical fiber; Optics; Photonics; Polarization-maintaining optical fiber; Optical fiber; Polarization (electrochemistry); Dispersion-shifted fiber; Polarization mode dispersion; Physics; Dispersion (optics); Materials science; Optoelectronics; Fiber optic sensor","score_opus":0.021026295817066883,"score_gpt":0.26931262363534175,"score_spread":0.24828632781827487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1615063895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8889113,0.0012323674,0.103058115,0.0003028732,0.00008507707,0.000050882176,0.000038435217,0.00016702616,0.0061539207],"genre_scores_gemma":[0.9723041,0.0002597275,0.026233723,0.000039167986,0.000028064054,0.000021371396,0.000020295198,0.000016435191,0.0010770761],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999218,0.000012782783,0.0000024323492,0.00001065236,0.000042702315,0.000009701564],"domain_scores_gemma":[0.99979633,0.000091060945,0.00004509607,0.000018514293,0.00003309503,0.000015885878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015715789,0.00017825226,0.00011942832,0.00021132852,0.00022032592,0.00023684901,0.00020384695,0.00028232488,0.000643674],"category_scores_gemma":[0.00028004646,0.00013388442,0.000089685236,0.000109193155,0.0003213348,0.00024584695,0.00015793921,0.00027717,0.0001591515],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075279095,0.000037806745,0.00040486906,0.000058938105,0.0000069756134,0.0001431219,0.000052038642,0.0010443602,0.9800062,0.0036114263,0.00014658917,0.0144123705],"study_design_scores_gemma":[0.000034662717,0.00032507695,0.0011389491,0.000010030034,0.00001605296,0.00042537833,0.000029912608,0.027717805,0.9666986,0.0011446053,0.0024439308,0.000015101371],"about_ca_topic_score_codex":0.000057544436,"about_ca_topic_score_gemma":0.00011275415,"teacher_disagreement_score":0.000643674,"about_ca_system_score_codex":0.0001590949,"about_ca_system_score_gemma":0.00012471044,"threshold_uncertainty_score":0.0021532774},"labels":[],"label_agreement":null}]}