{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"76fa3baedb36","filters":{"venue":"Digest of the LEOS Summer Topical Meetings, 2005."}},"results":[{"id":"W2153327574","doi":"10.1109/leosst.2005.1528023","title":"Effect of laser linewidth reduction systems on coherence length and interferometer noise","year":2005,"lang":"en","type":"article","venue":"Digest of the LEOS Summer Topical Meetings, 2005.","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"TeraXion (Canada)","funders":"","keywords":"Laser linewidth; Interferometry; Optics; Coherence (philosophical gambling strategy); Laser; Coherence length; Noise (video); Distributed feedback laser; Materials science; Laser power scaling; Noise reduction; Relative intensity noise; Physics; Semiconductor laser theory; Computer science; Acoustics","authors":[{"name":"Jean-François Cliche","is_ca":true},{"name":"M. Têtu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009193589926980836,"gpt":0.2245743534688183,"spread":0.2153807635418375,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000702058,0.0005928015,0.0003611269,0.0005590256,0.0003120777,0.0005385929,0.0004139113,0.0006947605,0.001613654],"category_scores_gemma":[0.005269163,0.0003025491,0.0002632504,0.0003663946,0.0004616543,0.0007501731,0.0003561103,0.00055106,0.0003122429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000348477,"about_ca_system_score_gemma":0.0001742703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004781785,"about_ca_topic_score_gemma":0.0004781842,"domain_scores_codex":[0.999121,0.0002379566,0.00006512896,0.0001530377,0.0002912221,0.0001315911],"domain_scores_gemma":[0.994206,0.003996876,0.0007535602,0.0004232019,0.0004739875,0.0001464967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001900839,0.000319073,0.004276999,0.0001845081,0.0001046644,0.0001480326,0.0001308967,0.01349225,0.952903,0.000421317,0.0001184564,0.02600012],"study_design_scores_gemma":[0.0001049776,0.00273758,0.008067764,0.00002256343,0.0001645223,0.0001940486,0.00004649108,0.02169218,0.9657665,0.0001713102,0.000990443,0.00004165078],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851201,0.001164042,0.01212274,0.0001265626,0.00002959717,0.00004204256,0.00006801273,0.0003343521,0.0009925382],"genre_scores_gemma":[0.9944597,0.000231941,0.004783295,0.0000494549,0.00002489831,0.00002867282,0.00007570112,0.00004676829,0.0002996205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001613654,"threshold_uncertainty_score":0.005398214,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107796705","doi":"10.1109/leosst.2005.1528043","title":"Optical signal processing based on temporal and spectral talbot phenomena in fibers","year":2005,"lang":"en","type":"article","venue":"Digest of the LEOS Summer Topical Meetings, 2005.","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Talbot effect; Signal processing; Frequency domain; SIGNAL (programming language); Optics; Microwave; Computer science; Repetition (rhetorical device); Free spectral range; Multiplication (music); Time domain; Range (aeronautics); Electronic engineering; Physics; Digital signal processing; Acoustics; Telecommunications; Materials science; Wavelength; Engineering","authors":[{"name":"José Azaña","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01098098631549425,"gpt":0.2399116348936989,"spread":0.2289306485782047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002397429,0.0003103095,0.0003006175,0.0003323624,0.0002099025,0.0007123109,0.0003940291,0.0003518791,0.001779635],"category_scores_gemma":[0.000458196,0.0001285014,0.000184313,0.0003326052,0.0006075789,0.000723041,0.0003459802,0.0003674412,0.0005939436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002433785,"about_ca_system_score_gemma":0.000174257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001727253,"about_ca_topic_score_gemma":0.0002309308,"domain_scores_codex":[0.9998633,0.00001961938,0.000004518611,0.00001932037,0.00007588776,0.00001730629],"domain_scores_gemma":[0.9998784,0.00006301625,0.00001473162,0.000009878876,0.0000251877,0.000008774087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002858326,0.00004816429,0.0003005694,0.0007612142,0.00003869497,0.0004991189,0.000184684,0.01208627,0.6339295,0.1744695,0.002127697,0.1752688],"study_design_scores_gemma":[0.0001055939,0.001137482,0.001728353,0.0001970598,0.00006684467,0.001678998,0.0001205145,0.1678773,0.5817034,0.1115135,0.1337836,0.00008725391],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1631849,0.05434728,0.7060382,0.001171784,0.001013107,0.0002164948,0.0001298793,0.000920823,0.07297765],"genre_scores_gemma":[0.8072518,0.03176218,0.1310411,0.0005018675,0.000912257,0.0001467284,0.0001182332,0.00007123129,0.02819447],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001779635,"threshold_uncertainty_score":0.005953491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1517546048","doi":"10.1109/leosst.2005.1528034","title":"Stable distribution of low jitter frequency standards over optical fiber networks","year":2005,"lang":"en","type":"article","venue":"Digest of the LEOS Summer Topical Meetings, 2005.","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Jitter; Optics; Photodetector; Materials science; Fiber laser; Optical fiber; Pulse wave; Modulation (music); Dispersion (optics); Laser; Physics; Computer science; Telecommunications; Acoustics","authors":[{"name":"David J. Jones","is_ca":true},{"name":"Kevin W. Holman","is_ca":false},{"name":"Darren D. Hudson","is_ca":false},{"name":"Jun Ye","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006900392183297647,"gpt":0.2425798732271853,"spread":0.2356794810438877,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002416696,0.0003460495,0.0003304487,0.001905708,0.0008690354,0.001434069,0.0008690424,0.0004760074,0.001017016],"category_scores_gemma":[0.008594744,0.0002820712,0.00008987513,0.001427852,0.0007190867,0.001955523,0.001034523,0.0005917168,0.0004595888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001744889,"about_ca_system_score_gemma":0.0005856843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001005746,"about_ca_topic_score_gemma":0.0007979852,"domain_scores_codex":[0.9979583,0.0003900399,0.00008966898,0.0003886987,0.0009396445,0.0002337134],"domain_scores_gemma":[0.9947833,0.001296683,0.001054539,0.001146885,0.001509622,0.0002089775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003768556,0.0002885197,0.02128023,0.00009626824,0.00007545962,0.0005235194,0.0007610664,0.09635142,0.2851356,0.04360821,0.001776028,0.5463352],"study_design_scores_gemma":[0.0002164267,0.0012679,0.0132399,0.00003281865,0.00007233518,0.0006101897,0.000268305,0.540427,0.4075202,0.02349615,0.01275724,0.00009142864],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7333827,0.0004232124,0.259065,0.0002479135,0.00007042561,0.0001135672,0.00009688657,0.001607443,0.004992771],"genre_scores_gemma":[0.9799517,0.00008130842,0.01833947,0.00002276482,0.00003397472,0.00002951572,0.00007604646,0.00005021439,0.001415042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002416696,"threshold_uncertainty_score":0.0127809,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1600715339","doi":"10.1109/leosst.2005.1528044","title":"Time-frequency analysis of temporal talbot effect","year":2005,"lang":"en","type":"article","venue":"Digest of the LEOS Summer Topical Meetings, 2005.","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Talbot effect; Optical fiber; Frequency domain; Optics; Integer (computer science); Pulse (music); Time domain; Fiber; Physics; Computer science; Mathematics; Mathematical analysis; Materials science; Diffraction","authors":[{"name":"Shulabh Gupta","is_ca":true},{"name":"Paul F. Ndione","is_ca":true},{"name":"José Azaña","is_ca":true},{"name":"Roberto Morandotti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007118135132022159,"gpt":0.2455538100382581,"spread":0.2384356749062359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002096745,0.0001913457,0.0001598351,0.0004240614,0.000233916,0.0003565319,0.0003761182,0.0003614512,0.001803114],"category_scores_gemma":[0.0008886632,0.0001114688,0.000217299,0.0002261955,0.0004292832,0.0005067613,0.0002797999,0.000284898,0.0001554004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003067334,"about_ca_system_score_gemma":0.0002203856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007042013,"about_ca_topic_score_gemma":0.0003272731,"domain_scores_codex":[0.999918,0.00001620596,0.000002412979,0.00001145593,0.00003665458,0.00001519415],"domain_scores_gemma":[0.9997954,0.00009637795,0.00003893405,0.00001532098,0.00003746144,0.00001660344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001224987,0.0000331614,0.0008857831,0.0001761419,0.00003597648,0.0004523218,0.0002342954,0.2456253,0.09381994,0.6356914,0.0009685442,0.02195459],"study_design_scores_gemma":[0.000005868596,0.00002277453,0.0005164057,0.000008389269,0.000005252304,0.00009995016,0.00002834548,0.9603008,0.00336324,0.03458061,0.001057541,0.00001087399],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3067823,0.001614377,0.6630158,0.000463014,0.0001289721,0.0000405189,0.0000711719,0.0002402612,0.02764363],"genre_scores_gemma":[0.9772021,0.0005690526,0.01799129,0.00003526267,0.00004728045,0.00002405035,0.00004021566,0.00003260045,0.004058109],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001803114,"threshold_uncertainty_score":0.00603199,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2126922801","doi":"10.1109/leosst.2005.1528013","title":"Development of a single strontium ion frequency standard at 445 THz at Hz level accuracy and low systematic shift","year":2005,"lang":"en","type":"article","venue":"Digest of the LEOS Summer Topical Meetings, 2005.","topic":"Advanced Frequency and Time Standards","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"National Physical Laboratory","keywords":"Strontium; Terahertz radiation; Realization (probability); Ion; Systematic error; Physics; Materials science; Optoelectronics; Mathematics; Statistics; Nuclear physics","authors":[{"name":"A.A. Madej","is_ca":true},{"name":"J. E. Bernard","is_ca":true},{"name":"P. Dubé","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02157490185507191,"gpt":0.2550742097504123,"spread":0.2334993078953404,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004578404,0.0005335176,0.0006869065,0.00165098,0.001244392,0.001199072,0.002353471,0.001215074,0.002928094],"category_scores_gemma":[0.00549838,0.0004985945,0.0006140464,0.00121704,0.0007963019,0.001633241,0.001489388,0.002028602,0.002526532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001213834,"about_ca_system_score_gemma":0.002760524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002727205,"about_ca_topic_score_gemma":0.00466136,"domain_scores_codex":[0.9970794,0.0003089922,0.0001758403,0.0004845121,0.001784078,0.0001672764],"domain_scores_gemma":[0.9945339,0.0004535084,0.0004804362,0.001376503,0.00302064,0.0001350854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002869375,0.000114882,0.005858606,0.0002798216,0.00005765382,0.0002585092,0.0004037349,0.005813414,0.8393512,0.0312153,0.003661887,0.112698],"study_design_scores_gemma":[0.00004182525,0.0004736008,0.002969235,0.00003353169,0.00006808982,0.0003958041,0.00008601673,0.01032282,0.9240403,0.001748037,0.05976708,0.00005360178],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1962496,0.0009555504,0.7775802,0.0008677201,0.0006400492,0.000497119,0.0009911971,0.005008646,0.01721002],"genre_scores_gemma":[0.212683,0.0003673239,0.7776811,0.0001991043,0.0001025809,0.0002387309,0.001385882,0.0006082094,0.006734005],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004578404,"threshold_uncertainty_score":0.02421319,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}