{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":15,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":15,"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":"e48605f0079d","filters":{"venue":"Photonics Letters of Poland"}},"results":[{"id":"W183193011","doi":"","title":"A method of testing the quality of milk using optical capillaries","year":2009,"lang":"en","type":"article","venue":"Photonics Letters of Poland","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Somatic cell count; Bulk tank; Mastitis; Quality (philosophy); California mastitis test; Plate count; Raw milk; Mathematics; Food science; Physics; Biology; Herd; Bacteria; Animal science; Microbiology; Lactation","authors":[{"name":"M. Borecki","is_ca":false},{"name":"Maciej Szmidt","is_ca":false},{"name":"Michał Korwin Pawłowski","is_ca":true},{"name":"Maria Bebłowska","is_ca":false},{"name":"Tomasz Niemiec","is_ca":false},{"name":"Paweł Wrzosek","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09783272505118187,"gpt":0.3234940470739263,"spread":0.2256613220227444,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00105521,0.0008661745,0.0004079758,0.002179918,0.000522021,0.0007572143,0.001399619,0.001367344,0.002013587],"category_scores_gemma":[0.001659408,0.0005654654,0.0004768385,0.001058189,0.0007012135,0.001065487,0.0008487178,0.0009689679,0.0009585429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005926634,"about_ca_system_score_gemma":0.0006063178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001190026,"about_ca_topic_score_gemma":0.001685531,"domain_scores_codex":[0.9976578,0.0002678214,0.00008775418,0.000535637,0.001355859,0.00009520477],"domain_scores_gemma":[0.9985424,0.0004731501,0.0002385851,0.0001714638,0.0005059293,0.00006849547],"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":[0.0001157139,0.00006978605,0.002443605,0.0004319468,0.00004371683,0.0001957911,0.0001419947,0.0002442486,0.8785951,0.002492084,0.002024126,0.1132019],"study_design_scores_gemma":[0.00004290658,0.0007180452,0.009256484,0.00008742521,0.0001196989,0.003643491,0.0001150291,0.01062466,0.9324367,0.001112328,0.04170383,0.0001394538],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08412499,0.01444258,0.8838057,0.0008140301,0.0008401226,0.0008623016,0.0009840124,0.003359109,0.01076709],"genre_scores_gemma":[0.1883737,0.004731901,0.7911186,0.0004034445,0.0001477684,0.0007151609,0.0004538358,0.000168008,0.0138877],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002179918,"threshold_uncertainty_score":0.006736159,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094121518","doi":"","title":"Performance evaluation of a few- and multimode fiber optic perimeter sensor with selective mode excitation","year":2010,"lang":"en","type":"article","venue":"Photonics Letters of Poland","topic":"Optical Polarization and Ellipsometry","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":"University of Ottawa; Université du Québec en Outaouais","funders":"","keywords":"Multi-mode optical fiber; Physics; Optics; Optical fiber; Single-mode optical fiber","authors":[{"name":"Росен Милетиев","is_ca":false},{"name":"Румен Арнаудов","is_ca":false},{"name":"Wojtek J. Bock","is_ca":true},{"name":"Tinko Eftimov","is_ca":false},{"name":"Xiaoyi Bao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00846950256303027,"gpt":0.231105358552844,"spread":0.2226358559898137,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004842295,0.0004284806,0.0004638132,0.0002523144,0.0002476231,0.0002734348,0.000519437,0.000620939,0.0006210787],"category_scores_gemma":[0.0005800102,0.000189402,0.0002672129,0.0002173728,0.0002512852,0.0005526037,0.0003313914,0.0001731721,0.0001740884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004148255,"about_ca_system_score_gemma":0.0002341626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000785855,"about_ca_topic_score_gemma":0.0009929234,"domain_scores_codex":[0.9995368,0.00005054971,0.00001787182,0.0001340485,0.0002099876,0.00005085158],"domain_scores_gemma":[0.9994765,0.000181924,0.0001031262,0.00005409776,0.0001368666,0.00004748383],"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":[0.0004007613,0.00006866651,0.002052368,0.00006977285,0.00002172214,0.0000478456,0.00007045602,0.001775409,0.9825768,0.0000986986,0.00006558893,0.01275206],"study_design_scores_gemma":[0.00001379852,0.001927877,0.006515345,0.000007978858,0.00003417244,0.0001897636,0.00002705795,0.0380176,0.9526437,0.00003396872,0.0005676642,0.00002105355],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905814,0.0003537641,0.008439774,0.00002867746,0.00001612905,0.00001490191,0.00003914924,0.0001000008,0.0004260532],"genre_scores_gemma":[0.9869632,0.0002094492,0.01183949,0.00003050392,0.00001019443,0.00001283694,0.00006607358,0.00001726553,0.0008510246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000785855,"threshold_uncertainty_score":0.003009737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1752218158","doi":"","title":"Broad-band fluorescent all-fiber source based on microstructured optical fibers","year":2015,"lang":"en","type":"article","venue":"Photonics Letters of Poland","topic":"Advanced Fiber Optic Sensors","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":"Université du Québec en Outaouais","funders":"","keywords":"Photonic-crystal fiber; Optical fiber; Fiber Bragg grating; Optics; Materials science; Fluorescence; Grating; Photonics; Optoelectronics; Physics","authors":[{"name":"Veselin Vladev","is_ca":false},{"name":"Tinko Eftimov","is_ca":false},{"name":"Wojtek J. Bock","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01195658092911385,"gpt":0.2200976573292394,"spread":0.2081410764001256,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001343738,0.0003038441,0.0003060881,0.0003384344,0.0001781153,0.0002509197,0.0006771093,0.000365684,0.0007821688],"category_scores_gemma":[0.0001253729,0.0001936889,0.000199937,0.0002181455,0.0002651173,0.000480471,0.0004122344,0.0003066723,0.0003273046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006146114,"about_ca_system_score_gemma":0.0002313246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006289321,"about_ca_topic_score_gemma":0.001422702,"domain_scores_codex":[0.9998406,0.00000926498,0.000004656752,0.00005082126,0.00007686063,0.00001776615],"domain_scores_gemma":[0.999876,0.00001896601,0.00003262819,0.00001619976,0.00004031143,0.0000158971],"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":[0.00003718226,0.00001131602,0.0001838583,0.00004868838,0.000003408142,0.000056407,0.00002014407,0.0001801122,0.9931521,0.0007343615,0.0001453887,0.005427015],"study_design_scores_gemma":[0.00001081593,0.0001016961,0.001321447,0.000006859161,0.00000833648,0.0002224344,0.00001058228,0.006044211,0.9879875,0.0001865201,0.00408437,0.00001514736],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.836211,0.002464221,0.1481063,0.000426923,0.000193113,0.0001453433,0.0005394081,0.001957327,0.009956499],"genre_scores_gemma":[0.8695559,0.000808465,0.1256064,0.00009069014,0.00006254126,0.00005598255,0.0001562557,0.00005693686,0.003606971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007821688,"threshold_uncertainty_score":0.004459381,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3038304577","doi":"10.4302/plp.v12i1.980","title":"Electroluminescent optical fiber sensor for detection of a high intensity electric field","year":2020,"lang":"en","type":"article","venue":"Photonics Letters of Poland","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Electroluminescence; Luminescence; Optical fiber; Optoelectronics; Materials science; Electric field; Nanotechnology; Electrical engineering; Optics; Physics; Engineering","authors":[{"name":"T. Pustelny","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007213859872077743,"gpt":0.1941504019777191,"spread":0.1869365421056414,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000262545,0.0002921954,0.0001874119,0.0003111054,0.000199534,0.000163134,0.0003552525,0.0004748104,0.001390486],"category_scores_gemma":[0.0002234767,0.0001173904,0.0001558396,0.0002106068,0.000195231,0.0004666741,0.000155102,0.0002834144,0.0004297273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002448997,"about_ca_system_score_gemma":0.0001763238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003266045,"about_ca_topic_score_gemma":0.0006907945,"domain_scores_codex":[0.9998108,0.00002613642,0.000005781084,0.00004245379,0.00009915182,0.00001573303],"domain_scores_gemma":[0.9998831,0.00003281554,0.00002344,0.000008308897,0.00004361791,0.000008656727],"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":[0.00003223207,0.00001902164,0.0002008495,0.00004519073,0.000002860364,0.00002549774,0.00001009321,0.00005052951,0.9953426,0.0001444383,0.00008789245,0.004038779],"study_design_scores_gemma":[0.000003565128,0.0001188031,0.001048829,0.000004753166,0.000007459943,0.0001203671,0.00001245328,0.001637437,0.9951945,0.00003502524,0.001811348,0.000005452671],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8786384,0.004293585,0.1081972,0.0003430487,0.0001915725,0.0001180064,0.0005058838,0.0007615836,0.006950654],"genre_scores_gemma":[0.9017524,0.001980609,0.08681351,0.0001794221,0.00003626443,0.00006796028,0.0003633997,0.0000298046,0.008776604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001390486,"threshold_uncertainty_score":0.004651666,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2034324168","doi":"","title":"Real time numerical reconstruction of digitally recorded holograms in digital in-line holographic microscopy by using a graphics processing unit","year":2010,"lang":"en","type":"article","venue":"Photonics Letters of Poland","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Holography; Computer graphics (images); Optics; Digital holographic microscopy; Graphics processing unit; Graphics; Computer science; Line (geometry); Physics; Digital holography; Mathematics; Geometry","authors":[{"name":"Carlos Trujillo","is_ca":false},{"name":"John Fernando Restrepo Tamayo","is_ca":false},{"name":"Jorge Garcı́a-Sucerquia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00711002129538259,"gpt":0.2487783543573751,"spread":0.2416683330619925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027782,0.0002489295,0.0001945149,0.0003695489,0.0001383427,0.000545677,0.0004707035,0.0002881629,0.004686531],"category_scores_gemma":[0.0007844125,0.0001713389,0.00018558,0.0004807523,0.0002406922,0.0004414673,0.0003436941,0.0003303209,0.0009039518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003065144,"about_ca_system_score_gemma":0.0002720623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004498715,"about_ca_topic_score_gemma":0.0005181763,"domain_scores_codex":[0.9998068,0.00003655224,0.00001334653,0.00002024616,0.0001084138,0.00001459168],"domain_scores_gemma":[0.9997663,0.00009353524,0.00002356627,0.00005567201,0.0000514717,0.000009405319],"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":[0.0005016801,0.0001070917,0.0009941403,0.000552417,0.00002829132,0.0006044648,0.0004037813,0.02272532,0.6270829,0.01644026,0.01069933,0.3198604],"study_design_scores_gemma":[0.0001053767,0.0003032481,0.002491485,0.00006969573,0.00003181847,0.001164425,0.0001341368,0.3462791,0.5900814,0.003933896,0.05534427,0.00006125947],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1086869,0.0007292894,0.8736223,0.0004373188,0.0003971195,0.0001310341,0.0004703994,0.003267315,0.01225832],"genre_scores_gemma":[0.2334184,0.0006428403,0.7580112,0.0001034019,0.00004815607,0.0001346003,0.0003876147,0.0002675943,0.006986069],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004686531,"threshold_uncertainty_score":0.01567805,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4233216853","doi":"10.4302/plp.2010.4.12","title":"Real time numerical reconstruction of digitally recorded holograms in digital in-line holographic microscopy by using a graphics processing unit","year":2010,"lang":"en","type":"article","venue":"Photonics Letters of Poland","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Holography; Computer graphics (images); Optics; Digital holographic microscopy; Graphics processing unit; Computer science; Graphics; Line (geometry); Digital holography; Physics; Mathematics; Geometry","authors":[{"name":"Jorge Garcı́a-Sucerquia","is_ca":false},{"name":"Carlos Trujillo","is_ca":false},{"name":"John Fernando Restrepo Tamayo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00711002129538259,"gpt":0.2487783543573751,"spread":0.2416683330619925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002428338,0.0002411401,0.0001919941,0.0003116528,0.0001488801,0.0005267755,0.0004416687,0.0002745096,0.004803158],"category_scores_gemma":[0.0006664434,0.0001602567,0.0001845567,0.0003918615,0.0002353956,0.0003937698,0.0003357326,0.0003187055,0.000832024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00033181,"about_ca_system_score_gemma":0.0003008013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005739524,"about_ca_topic_score_gemma":0.0007131416,"domain_scores_codex":[0.9998419,0.00002807844,0.00001064525,0.00001692645,0.00008993672,0.0000123857],"domain_scores_gemma":[0.9998121,0.00007576283,0.00001933254,0.00004528477,0.00003920244,0.000008401017],"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":[0.0005224272,0.0001231548,0.001126941,0.0005978876,0.00003334021,0.0006277915,0.0004367324,0.0527424,0.540706,0.02541379,0.01201501,0.3656545],"study_design_scores_gemma":[0.00008630361,0.0001864099,0.001640369,0.00005015567,0.00002119082,0.000781569,0.0001009044,0.5836172,0.3718028,0.003980131,0.03768845,0.00004456358],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0721174,0.0004295676,0.9138483,0.0002924503,0.0002281719,0.00009603094,0.0003153265,0.002712429,0.009960183],"genre_scores_gemma":[0.193792,0.0004264584,0.7990338,0.00006919757,0.00002910701,0.0001057463,0.0002945579,0.0002187193,0.006030419],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004803158,"threshold_uncertainty_score":0.01606816,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065221369","doi":"","title":"Integrated MMI couplers based 4×4 all optical switch with absolute loss uniformity","year":2009,"lang":"en","type":"article","venue":"Photonics Letters of Poland","topic":"Optical Network Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Splitter; Insertion loss; Optical switch; Photonics; Physics; Optoelectronics; Beam splitter; Optics; Materials science; Laser","authors":[{"name":"Ghanshyam Singh","is_ca":false},{"name":"Rajendra Yadav","is_ca":false},{"name":"Vijay Janyani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007004010182702559,"gpt":0.1951837949450001,"spread":0.1881797847622976,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001633595,0.0004767333,0.0003895617,0.0003799561,0.0003308447,0.0007519163,0.001082426,0.0004267852,0.002038581],"category_scores_gemma":[0.0001352372,0.0002583106,0.0004007488,0.000358042,0.0002357639,0.0006907073,0.0004010528,0.0004318423,0.0005919159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006505239,"about_ca_system_score_gemma":0.0002508862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009303435,"about_ca_topic_score_gemma":0.001365393,"domain_scores_codex":[0.999793,0.00001556542,0.00001151047,0.00004776998,0.00008675231,0.00004533282],"domain_scores_gemma":[0.999858,0.00001353581,0.00004630044,0.00002889067,0.00003467961,0.00001860477],"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":[0.0002461192,0.0001608905,0.0007428563,0.00008092351,0.00004315534,0.0002367318,0.00005886217,0.002604719,0.9742233,0.001793108,0.001088123,0.01872122],"study_design_scores_gemma":[0.00008052755,0.001221276,0.004169463,0.00000885779,0.000101371,0.0006389593,0.00003567613,0.03938722,0.9392906,0.0004944261,0.0145199,0.00005185236],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9317411,0.0007016555,0.04662921,0.0002671284,0.0002320035,0.00009215965,0.0003801048,0.002227298,0.0177292],"genre_scores_gemma":[0.9357375,0.0003092376,0.04914532,0.0001203995,0.0000710076,0.00007206049,0.0004571403,0.0001157767,0.01397156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002038581,"threshold_uncertainty_score":0.006819665,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4252135154","doi":"10.4302/plp.2010.1.15","title":"Performance evaluation of a few- and multimode fiber optic perimeter sensor with selective mode excitation","year":2010,"lang":"en","type":"article","venue":"Photonics Letters of Poland","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Université du Québec en Outaouais","funders":"","keywords":"Multi-mode optical fiber; Physics; Optics; Optical fiber; Single-mode optical fiber","authors":[{"name":"Tinko Eftimov","is_ca":false},{"name":"Росен Милетиев","is_ca":false},{"name":"Румен Арнаудов","is_ca":false},{"name":"Wojtek J. Bock","is_ca":true},{"name":"Xiaoyi Bao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009337175437827689,"gpt":0.2385010580025753,"spread":0.2291638825647476,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004732188,0.0004193576,0.0004530948,0.0002570121,0.0002546925,0.0002736523,0.000526531,0.000623626,0.0006485549],"category_scores_gemma":[0.000576354,0.0001893547,0.0002649775,0.0002178533,0.000245059,0.0005589566,0.0003291982,0.0001731369,0.0001795769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004296643,"about_ca_system_score_gemma":0.0002372889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008461649,"about_ca_topic_score_gemma":0.001052235,"domain_scores_codex":[0.9995475,0.00004742258,0.0000174877,0.0001326025,0.0002043903,0.00005050058],"domain_scores_gemma":[0.9994742,0.0001801823,0.0001044028,0.00005282079,0.0001401279,0.0000482521],"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":[0.000432095,0.00007292208,0.002217415,0.00007559721,0.00002244621,0.00005006219,0.00007430681,0.001987336,0.9810111,0.0001092233,0.00007341562,0.0138741],"study_design_scores_gemma":[0.00001409088,0.001915905,0.00663932,0.000008231357,0.00003518494,0.0001966147,0.00002920165,0.04144155,0.9490429,0.00003543173,0.0006192225,0.00002222577],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905969,0.0003658166,0.008382035,0.00002889048,0.00001681321,0.00001513403,0.00004130957,0.0001058602,0.0004473728],"genre_scores_gemma":[0.9867061,0.0002190435,0.01202452,0.00003129577,0.00001023704,0.00001273122,0.00006751839,0.00001737213,0.0009112802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008461649,"threshold_uncertainty_score":0.003117442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1989484954","doi":"10.4302/plp.2013.1.03","title":"Influence of Electric Field on the Orientation of Ferroelectric Liquid Crystals inside micro capillaries","year":2013,"lang":"en","type":"article","venue":"Photonics Letters of Poland","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Wojskowa Akademia Techniczna","keywords":"Ferroelectricity; Liquid crystal; Materials science; Electric field; Photonics; Photonic crystal; Optics; Crystal (programming language); Optoelectronics; Physics; Dielectric","authors":[{"name":"Daniel Budaszewski","is_ca":false},{"name":"Andrzej W. Domański","is_ca":false},{"name":"Tomasz R. Woliński","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005085338489871078,"gpt":0.1866416860131171,"spread":0.181556347523246,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001524754,0.0001782681,0.0001245868,0.00009415846,0.0001661132,0.0003472648,0.0001681231,0.0001472986,0.0006504823],"category_scores_gemma":[0.0002802038,0.0001150347,0.00009806985,0.00007362433,0.0003223357,0.0002249895,0.0001389838,0.0002292108,0.0001211474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000185259,"about_ca_system_score_gemma":0.0001341876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005471652,"about_ca_topic_score_gemma":0.0005427144,"domain_scores_codex":[0.999876,0.00001718139,0.000004542229,0.0000321084,0.00004321408,0.00002693029],"domain_scores_gemma":[0.9997253,0.0001273254,0.00006386804,0.00001480651,0.00004560213,0.00002299569],"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":[0.00007835229,0.00001451981,0.0002921966,0.00003582426,0.000003899201,0.00007078451,0.00003883357,0.000152723,0.9973569,0.0001181105,0.00001920669,0.00181868],"study_design_scores_gemma":[0.000007117929,0.0001099838,0.001200307,0.000003647568,0.000006243084,0.00006906263,0.00002837308,0.0008391007,0.9970425,0.00002977545,0.000657758,0.000005958948],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962352,0.0007343805,0.001908485,0.00003988896,0.00001801225,0.000009320608,0.00002339398,0.0000179687,0.001013426],"genre_scores_gemma":[0.9964509,0.0005476206,0.00217651,0.00001758429,0.000009254198,0.000007960396,0.00003218397,0.00001221001,0.0007456888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006504823,"threshold_uncertainty_score":0.002176106,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4298122654","doi":"10.4302/plp.v14i3.1164","title":"Fiber-coupled fluorescence light source suitable for spectroscopic applications","year":2022,"lang":"en","type":"article","venue":"Photonics Letters of Poland","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec en Outaouais","funders":"Bulgarian National Science Fund","keywords":"Optical fiber; Fluorescence; Optics; Photonics; Materials science; Ferrule; Optoelectronics; Physics","authors":[{"name":"Veselin Vladev","is_ca":false},{"name":"Tinko Eftimov","is_ca":true},{"name":"Stefan Bozhkov","is_ca":false},{"name":"Krastena Nikolova","is_ca":false},{"name":"Stefka Minkova","is_ca":false},{"name":"Denitsa Blazheva","is_ca":false},{"name":"Galena Angelova","is_ca":false},{"name":"Mariya Brazkova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005562384010378962,"gpt":0.2055977850406291,"spread":0.2000354010302501,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003038658,0.0006336506,0.0004427894,0.0006194572,0.0005583455,0.00042391,0.0007426728,0.00144216,0.005053876],"category_scores_gemma":[0.0003422822,0.0002514719,0.0003374008,0.000540319,0.0002725394,0.0009223023,0.0005749448,0.0005854984,0.002403025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007000226,"about_ca_system_score_gemma":0.0004081351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000608873,"about_ca_topic_score_gemma":0.0008786065,"domain_scores_codex":[0.9996075,0.00004154135,0.00001230161,0.0001405884,0.0001638605,0.00003423354],"domain_scores_gemma":[0.9997833,0.00004042973,0.00002801233,0.00002774312,0.0001004056,0.00002016849],"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":[0.00007149939,0.00003347379,0.0000775012,0.0001334043,0.000004551464,0.0000722605,0.00002685598,0.0001917473,0.9855548,0.001280704,0.0003897138,0.01216342],"study_design_scores_gemma":[0.00002226194,0.000260182,0.0006964225,0.00003338454,0.00002008519,0.0006528299,0.00002014101,0.005692493,0.9615377,0.0006611554,0.03036532,0.00003805703],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4151837,0.009468419,0.5353782,0.0007403294,0.0006157273,0.0007389799,0.002058754,0.003557646,0.03225828],"genre_scores_gemma":[0.6323476,0.003775552,0.3393465,0.0003651397,0.0001696493,0.0004566717,0.001854177,0.0003650585,0.02131964],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005053876,"threshold_uncertainty_score":0.01690692,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3039806894","doi":"10.4302/plp.v12i1.919","title":"Photonic powering of sensors with bidirectional communication along a single fiber","year":2020,"lang":"en","type":"article","venue":"Photonics Letters of Poland","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Electrical engineering; Optical fiber; Photonics; Telecommunications; Power (physics); Physics; Optoelectronics; Computer science; Optics; Engineering","authors":[{"name":"Jovan Shikoski","is_ca":false},{"name":"Румен Арнаудов","is_ca":false},{"name":"Tinko Eftimov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01055710092827823,"gpt":0.1967650651079669,"spread":0.1862079641796887,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003418669,0.0004123381,0.0003033017,0.0004450778,0.0004117154,0.000978123,0.0007557929,0.0006869897,0.001217486],"category_scores_gemma":[0.0004904643,0.0003529547,0.000324468,0.0003760429,0.0006441987,0.001947099,0.000635843,0.0004171477,0.0005681954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000555745,"about_ca_system_score_gemma":0.0002400775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003210399,"about_ca_topic_score_gemma":0.0004457782,"domain_scores_codex":[0.9994624,0.00005254063,0.0000160151,0.0001287656,0.0002823414,0.00005798494],"domain_scores_gemma":[0.9995584,0.0001305367,0.0001237997,0.00006319315,0.0001064982,0.00001758419],"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":[0.0001541691,0.0001573958,0.001751666,0.0003380577,0.00004467103,0.0003805433,0.0003602098,0.008211823,0.8930975,0.01926466,0.000782874,0.07545635],"study_design_scores_gemma":[0.00003296072,0.0008151513,0.002446769,0.00005485807,0.00005304709,0.0008571242,0.000230711,0.1411269,0.8299556,0.004922466,0.0194377,0.0000667623],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.667619,0.004003122,0.3041661,0.0006045102,0.0003205739,0.0001631576,0.0001405127,0.0005700334,0.02241303],"genre_scores_gemma":[0.9112469,0.001165195,0.07800183,0.0001003079,0.0001251595,0.00009132607,0.00007094861,0.00005744739,0.009140872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001217486,"threshold_uncertainty_score":0.004072905,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4232924793","doi":"10.4302/plp.2009.4.15","title":"Integrated MMI couplers based 4Ä‚â€”4 all optical switch with absolute loss uniformity","year":2009,"lang":"en","type":"article","venue":"Photonics Letters of Poland","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Splitter; Optical switch; Insertion loss; Photonics; Beam splitter; Physics; Optoelectronics; Materials science; Optics; Telecommunications; Computer science; Laser","authors":[{"name":"Ghanshyam Singh","is_ca":false},{"name":"R. P. Yadav","is_ca":false},{"name":"Vijay Janyani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00766328124229059,"gpt":0.2039034269238439,"spread":0.1962401456815533,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001513653,0.0004864232,0.0003183223,0.0003953104,0.0003594793,0.0007864735,0.001051538,0.0005131801,0.002416708],"category_scores_gemma":[0.0001378778,0.0002648742,0.0003954131,0.0003190825,0.0002372405,0.0007017052,0.0003846824,0.0004331275,0.0007442597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006179393,"about_ca_system_score_gemma":0.0002675828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009326866,"about_ca_topic_score_gemma":0.001312676,"domain_scores_codex":[0.9998146,0.0000145562,0.00001008919,0.00004645731,0.00007523137,0.00003915901],"domain_scores_gemma":[0.9998804,0.000009836836,0.00003745466,0.00002382632,0.00003110877,0.00001738443],"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":[0.0002233415,0.0001747826,0.0006476192,0.00006784366,0.0000340378,0.0001780234,0.00004355597,0.001840441,0.9717751,0.002053762,0.001457855,0.02150371],"study_design_scores_gemma":[0.00006579013,0.0009355198,0.003092815,0.000007278328,0.00006708036,0.0004641501,0.00002430178,0.03045927,0.9479528,0.0003953089,0.01649125,0.00004440334],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9121084,0.0008456545,0.05946505,0.0003965287,0.0004070816,0.0001061277,0.0004893353,0.002861006,0.02332075],"genre_scores_gemma":[0.9112756,0.0003570333,0.06797553,0.0001663343,0.00009216664,0.0001008711,0.0005557645,0.0001339211,0.01934286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002416708,"threshold_uncertainty_score":0.008084655,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2894898204","doi":"10.4302/plp.v10i3.839","title":"A study of the frequency characteristics of a photovoltaic convertor РРС-4Е","year":2018,"lang":"en","type":"article","venue":"Photonics Letters of Poland","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Photovoltaic system; Photodetector; Photonics; Optical fiber; Power (physics); Electrical engineering; Electronics; Telecommunications; Optoelectronics; Electronic engineering; Computer science; Physics; Engineering","authors":[{"name":"Jovan Shikoski","is_ca":false},{"name":"Румен Арнаудов","is_ca":false},{"name":"Tinko Eftimov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01095330406298427,"gpt":0.2120488813884825,"spread":0.2010955773254982,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003273417,0.0001464126,0.0002263953,0.0003477744,0.0002711686,0.0004873452,0.0005276489,0.0003834559,0.002857792],"category_scores_gemma":[0.0009590157,0.0001294867,0.0002542965,0.0004691337,0.0002483439,0.0005057725,0.0001568151,0.0003571034,0.0006296221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004780491,"about_ca_system_score_gemma":0.0001619922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000714498,"about_ca_topic_score_gemma":0.0004393935,"domain_scores_codex":[0.9996815,0.00002473597,0.000005883644,0.00006048381,0.0001937241,0.00003369212],"domain_scores_gemma":[0.9993705,0.000339246,0.00008586599,0.00004587125,0.0001391251,0.00001934513],"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":[0.0005829667,0.0001530325,0.004440845,0.000256089,0.00004435326,0.0003552993,0.000362568,0.007868449,0.9051734,0.004596035,0.0008714385,0.07529543],"study_design_scores_gemma":[0.00002653875,0.001127692,0.008826725,0.00003286011,0.00004563354,0.0009148459,0.0001968022,0.07278995,0.90158,0.0007486502,0.01367656,0.00003366404],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9385734,0.001973178,0.04320592,0.0002478298,0.00007714965,0.00006492861,0.0001801768,0.0002178372,0.01545954],"genre_scores_gemma":[0.9902139,0.0003559628,0.004049978,0.00002602925,0.00001494416,0.00001117863,0.0000701856,0.00002853856,0.005229156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002857792,"threshold_uncertainty_score":0.009560287,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973086215","doi":"10.4302/plp.2012.1.04","title":"Measurement of high time-bandwidth pulses on a chip with SPIDER","year":2012,"lang":"en","type":"article","venue":"Photonics Letters of Poland","topic":"Laser-Matter Interactions and Applications","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":"Ultrashort pulse; Frequency-resolved optical gating; Physics; Optics; Picosecond; Oscilloscope; Interferometry; Photonics; Pulse shaping; Optoelectronics; Bandwidth-limited pulse; Laser","authors":[{"name":"Alessia Pasquazi","is_ca":true},{"name":"Marco Peccianti","is_ca":true},{"name":"Roberto Morandotti","is_ca":true},{"name":"José Azaña","is_ca":true},{"name":"David Moss","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01066234694134614,"gpt":0.2263869966611126,"spread":0.2157246497197665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002722535,0.0002106775,0.0002706667,0.0003921771,0.0001706632,0.0003571975,0.0004647288,0.0003771988,0.0009190952],"category_scores_gemma":[0.0005108127,0.0001759196,0.000140826,0.0003807728,0.0002460585,0.0005658228,0.0005246858,0.0003752418,0.0003452251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000238597,"about_ca_system_score_gemma":0.000231769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002348851,"about_ca_topic_score_gemma":0.0005056806,"domain_scores_codex":[0.9997131,0.00003011673,0.00001233451,0.00005196413,0.0001663271,0.00002610776],"domain_scores_gemma":[0.9995555,0.000134741,0.00008777559,0.00008918711,0.00009615114,0.00003656283],"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":[0.00005226721,0.0000316383,0.0006301749,0.00004075219,0.000009174611,0.00003611223,0.00005518453,0.0004513725,0.978686,0.0009470043,0.0002023095,0.01885812],"study_design_scores_gemma":[0.0000100941,0.0002115335,0.002369534,0.000005813975,0.000009711583,0.0001850168,0.00002587953,0.01500956,0.9782804,0.0003984619,0.003471261,0.00002264364],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7927386,0.0006425951,0.2004524,0.0001774936,0.00009089277,0.00009730412,0.0005004935,0.001477079,0.003823035],"genre_scores_gemma":[0.7889926,0.0003620605,0.2069789,0.0001226671,0.00003269208,0.0001058116,0.000347593,0.00009956663,0.00295809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009190952,"threshold_uncertainty_score":0.003074706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1974309917","doi":"","title":"Scanning setup for the investigation of fluorescence beam spectra","year":2010,"lang":"en","type":"article","venue":"Photonics Letters of Poland","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Optics; Optical fiber; Fluorescence; Autofluorescence; Fluorescence spectroscopy; Laser beams; Microscopy; Materials science; Photonics; Fluorescence-lifetime imaging microscopy; Physics; Nanotechnology; Laser","authors":[{"name":"Łukasz Kłonowski","is_ca":false},{"name":"Elżbieta Bereś‐Pawlik","is_ca":false},{"name":"Marek Rząca","is_ca":false},{"name":"Roman Czarnecki","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007138693922993082,"gpt":0.2571355045907763,"spread":0.2499968106677832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001057431,0.001596304,0.001317217,0.003001026,0.001429609,0.0008125103,0.002402523,0.002356505,0.03244965],"category_scores_gemma":[0.001316719,0.001241009,0.0008298996,0.001172748,0.0006192202,0.001350812,0.002568811,0.002730736,0.00985367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001005367,"about_ca_system_score_gemma":0.001330036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001029558,"about_ca_topic_score_gemma":0.00129022,"domain_scores_codex":[0.9976652,0.0002062895,0.0001416251,0.0007207527,0.001028861,0.0002373458],"domain_scores_gemma":[0.9987534,0.0002533181,0.0001107448,0.0003349975,0.0004192797,0.0001282258],"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":[0.0002056569,0.00007926716,0.0005494077,0.0003223736,0.00002623894,0.0002991944,0.000183089,0.0005541656,0.9475717,0.003394836,0.006068478,0.04074561],"study_design_scores_gemma":[0.0001064006,0.0007757891,0.004865156,0.0001569447,0.00008293199,0.001725409,0.0001719799,0.01647126,0.8463781,0.001661262,0.1273216,0.0002830841],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07432759,0.002155924,0.881865,0.000951445,0.00121519,0.002117822,0.004197351,0.01850618,0.01466341],"genre_scores_gemma":[0.1248436,0.001307893,0.8447239,0.001000273,0.0002058196,0.00541519,0.003612956,0.001046183,0.01784418],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03244965,"threshold_uncertainty_score":0.108555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}