{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":206,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":206,"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":"2062595c8689","filters":{"topic":"Digital Holography and Microscopy"}},"results":[{"id":"W1993693555","doi":"10.1364/ao.45.000836","title":"Digital in-line holographic microscopy","year":2006,"lang":"en","type":"article","venue":"Applied Optics","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":640,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Holography; Digital holographic microscopy; Digital holography; Optics; Microscopy; Tracking (education); Microfluidics; Depth of field; Underwater; Computer science; Line (geometry); Computer vision; Physics; Geology; Mathematics","authors":[{"name":"Jorge Garcı́a-Sucerquia","is_ca":true},{"name":"Wenbo Xu","is_ca":true},{"name":"S. K. Jericho","is_ca":true},{"name":"P. Klages","is_ca":true},{"name":"M. H. Jericho","is_ca":true},{"name":"H. J. Kreuzer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004283139857175515,"gpt":0.2189720572048023,"spread":0.2146889173476268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003098247,0.000368467,0.000345199,0.0009258298,0.0002838725,0.001054248,0.001277594,0.0005882442,0.008418859],"category_scores_gemma":[0.0006508562,0.0003024885,0.000208212,0.0008555451,0.0005159226,0.00106947,0.0007941928,0.000628636,0.002204105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005492388,"about_ca_system_score_gemma":0.0003139707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004867497,"about_ca_topic_score_gemma":0.0007197861,"domain_scores_codex":[0.9996291,0.00004580381,0.00002399404,0.00004741913,0.0002253382,0.00002836077],"domain_scores_gemma":[0.9997336,0.00009163279,0.00002842487,0.0000669474,0.00006037095,0.00001892656],"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":[0.0001634209,0.0001352587,0.001131559,0.00243707,0.00005485366,0.0004100202,0.0002682176,0.004724669,0.2597733,0.115404,0.03967372,0.5758239],"study_design_scores_gemma":[0.00003574889,0.0001672502,0.001711099,0.0002397627,0.00004261839,0.003771935,0.0001226263,0.04158598,0.2919157,0.02237674,0.6379405,0.00009006135],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01367319,0.04196077,0.8547796,0.0018449,0.001266832,0.0003133683,0.001351687,0.002922219,0.08188746],"genre_scores_gemma":[0.1869646,0.04458967,0.714783,0.001870753,0.001490589,0.0002850809,0.001744756,0.000229972,0.04804156],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008418859,"threshold_uncertainty_score":0.02816391,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006948821","doi":"10.1073/pnas.191361398","title":"Digital in-line holography for biological applications","year":2001,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":572,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Digital holography; Holography; Digital holographic microscopy; Biological specimen; Computer science; Microscopy; Optics; Line (geometry); Iterative reconstruction; Computer vision; Artificial intelligence; Computer graphics (images); Materials science; Physics; Mathematics","authors":[{"name":"Wenbo Xu","is_ca":true},{"name":"M. H. Jericho","is_ca":true},{"name":"Ian A. Meinertzhagen","is_ca":true},{"name":"H. J. Kreuzer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04522935681710434,"gpt":0.3243316630636965,"spread":0.2791023062465922,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004160711,0.0003940011,0.0003336027,0.0004814998,0.0002574155,0.0006702269,0.0006336026,0.0003257683,0.01422245],"category_scores_gemma":[0.0007995238,0.0002505138,0.0002302798,0.0006744845,0.0003577813,0.0007673432,0.0006571818,0.0008036918,0.00437813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003782234,"about_ca_system_score_gemma":0.0005086799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003278767,"about_ca_topic_score_gemma":0.0007212617,"domain_scores_codex":[0.9997945,0.00003116519,0.00001247477,0.00002035359,0.0001279007,0.00001357648],"domain_scores_gemma":[0.9996506,0.0001014066,0.00002249362,0.0001171084,0.00007945266,0.00002889845],"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":[0.0001898833,0.00008232071,0.0006125306,0.0007368618,0.0000286011,0.0001086098,0.0001526845,0.003099786,0.3360153,0.03713026,0.02121022,0.6006331],"study_design_scores_gemma":[0.0001116793,0.0002627179,0.00203976,0.000142093,0.0000828244,0.000933704,0.00007234186,0.05944731,0.3926582,0.02515934,0.5190361,0.00005396662],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01320412,0.00594623,0.9452954,0.000645668,0.0003658731,0.0001404968,0.0005596004,0.008284847,0.02555778],"genre_scores_gemma":[0.1055738,0.006681588,0.8698796,0.0003135433,0.0001522632,0.0001785006,0.001325961,0.000749508,0.01514526],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01422245,"threshold_uncertainty_score":0.04757881,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3198236655","doi":"10.1364/oe.435915","title":"Roadmap on digital holography [Invited]","year":2021,"lang":"en","type":"article","venue":"Optics Express","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":293,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Office of Naval Research; Agencia Estatal de Investigación; Board of Research in Nuclear Sciences; European Research Council; Natural Sciences and Engineering Research Council of Canada; National Science Foundation; Science and Engineering Research Board; Horizon 2020 Framework Programme; Army Research Office; Universitat Jaume I; Canada Foundation for Innovation; Israel Science Foundation; Generalitat Valenciana; National Research Foundation Singapore; Intelligence Advanced Research Projects Activity; Ford Motor Company; National Research Foundation of Korea; Canada Excellence Research Chairs, Government of Canada; Hong Kong Polytechnic University; Austrian Science Fund; European Regional Development Fund; Fundacja na rzecz Nauki Polskiej; European Commission; Government of Canada","keywords":"Digital holography; Holography; Field (mathematics); Digital holographic microscopy; Virtual reality; Holographic display; Digital imaging; Section (typography)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.008353460001799515,"gpt":0.2337185621919021,"spread":0.2253651021901026,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003266418,0.001083453,0.00057838,0.002638618,0.001183372,0.004035334,0.001179982,0.003708012,0.07578046],"category_scores_gemma":[0.005199058,0.0004646626,0.0005612719,0.001825376,0.001013626,0.005526754,0.003374556,0.004119154,0.03099264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001733704,"about_ca_system_score_gemma":0.004001358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002425433,"about_ca_topic_score_gemma":0.003578381,"domain_scores_codex":[0.9982134,0.000272026,0.00009816058,0.0001775016,0.0009386785,0.0003003072],"domain_scores_gemma":[0.9952613,0.0009764482,0.0001507365,0.0001852762,0.002651038,0.0007754232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004758018,0.00003390364,0.00007363081,0.0006524909,0.000007850478,0.00008848034,0.00005482616,0.0002098341,0.0008043108,0.0216253,0.7893636,0.1870382],"study_design_scores_gemma":[0.000002955629,0.00001682587,0.00006295766,0.0001330698,0.000002049113,0.00005634717,0.00002931312,0.00004123253,0.0001585868,0.002008355,0.9974826,0.000005733872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.00136647,0.3086587,0.01499133,0.1170446,0.2370017,0.0003745906,0.001164614,0.001397212,0.3180009],"genre_scores_gemma":[0.01995816,0.3791196,0.01900671,0.0467027,0.07595669,0.0003448952,0.002482873,0.0007873242,0.455641],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.07578046,"threshold_uncertainty_score":0.2535109,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036916124","doi":"10.1364/ol.28.000164","title":"Tracking particles in four dimensions with in-line holographic microscopy","year":2003,"lang":"en","type":"article","venue":"Optics Letters","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":186,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Holography; Optics; Tracking (education); Spurious relationship; Digital holographic microscopy; Digital holography; Suspension (topology); Microscopy; Particle (ecology); Line (geometry); Interference (communication); Micrometer; Physics; Materials science; Computer science; Mathematics; Geology","authors":[{"name":"Wenbo Xu","is_ca":true},{"name":"M. H. Jericho","is_ca":true},{"name":"H. J. Kreuzer","is_ca":true},{"name":"Ian A. Meinertzhagen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01300943647381038,"gpt":0.2427013130712947,"spread":0.2296918765974843,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002202505,0.0002502767,0.0002698607,0.0003999787,0.0002433449,0.0005095471,0.0008239889,0.0004039324,0.0007877143],"category_scores_gemma":[0.0004212212,0.0003224279,0.0001929172,0.0004439836,0.0004082618,0.0006533537,0.0005958689,0.0004482036,0.0003426417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002603102,"about_ca_system_score_gemma":0.0002132461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007782595,"about_ca_topic_score_gemma":0.001783573,"domain_scores_codex":[0.9998158,0.0000269897,0.00001482667,0.00002503673,0.0001009956,0.00001650298],"domain_scores_gemma":[0.999696,0.0001110809,0.00006056312,0.0000776304,0.00003409361,0.00002064292],"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":[0.0000685245,0.00006665481,0.001252213,0.00008114347,0.0000208655,0.00007858532,0.0001075998,0.003292457,0.9595019,0.00186114,0.0004792094,0.03318983],"study_design_scores_gemma":[0.00005633431,0.0001961618,0.003383884,0.00001209849,0.00003471441,0.000384551,0.0000481159,0.06069892,0.9224156,0.001658191,0.01106206,0.0000492832],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.461127,0.001308655,0.5313694,0.0004435694,0.0001364442,0.0001608443,0.0005083994,0.001305962,0.00363971],"genre_scores_gemma":[0.3331256,0.001161369,0.6623756,0.0001703557,0.0000713367,0.0001510904,0.0003925251,0.00005564287,0.002496483],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0008239889,"threshold_uncertainty_score":0.002635121,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2148810568","doi":"10.1364/ao.41.005367","title":"Digital in-line holography of microspheres","year":2002,"lang":"en","type":"article","venue":"Applied Optics","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":181,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Optics; Holography; Opacity; Digital holography; Materials science; Position (finance); Particle (ecology); Resolution (logic); Micrometer; Light intensity; Image resolution; SPHERES; Wavelength; Physics; Computer science; Artificial intelligence","authors":[{"name":"Wenbo Xu","is_ca":true},{"name":"M. H. Jericho","is_ca":true},{"name":"Ian A. Meinertzhagen","is_ca":true},{"name":"H. J. Kreuzer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00881286599442516,"gpt":0.2083346788414353,"spread":0.1995218128470102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000236497,0.0001395976,0.0001809956,0.0002344948,0.0001244347,0.0003167599,0.0003897422,0.0001490014,0.0009386851],"category_scores_gemma":[0.0004751357,0.0001445857,0.0001282628,0.0002175171,0.0003254426,0.0003282305,0.0003322674,0.0002253229,0.0001897151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004042521,"about_ca_system_score_gemma":0.0002304612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006841117,"about_ca_topic_score_gemma":0.0008936538,"domain_scores_codex":[0.9998481,0.00002162059,0.000009407345,0.00002403418,0.00006930468,0.00002754555],"domain_scores_gemma":[0.9998074,0.00005384982,0.0000357978,0.00004846986,0.00003354007,0.00002103956],"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":[0.00008989052,0.00002863967,0.0007706925,0.0001186283,0.000008606687,0.00007765093,0.0000636391,0.002183706,0.9624636,0.003046102,0.0003163356,0.03083257],"study_design_scores_gemma":[0.00001812467,0.00008061795,0.001284143,0.000003782267,0.000006875507,0.0001750831,0.00001545332,0.007746064,0.9859937,0.0003290782,0.004337599,0.000009479219],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8311833,0.002775608,0.1519014,0.0003434349,0.0001038676,0.0001156612,0.0006203326,0.0006506233,0.01230588],"genre_scores_gemma":[0.8691875,0.001039207,0.1256225,0.00008795245,0.00003093401,0.00003508514,0.0003268863,0.00004680327,0.00362297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009386851,"threshold_uncertainty_score":0.003140211,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170840069","doi":"10.1364/ol.38.003538","title":"Noninterferometric single-shot quantitative phase microscopy","year":2013,"lang":"en","type":"article","venue":"Optics Letters","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":156,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"China Scholarship Council; University of Toronto; Ministry of Education, India; Ministry of Education of the People's Republic of China; Ministry of Education - Singapore","keywords":"Optics; Microlens; Microscope; Single shot; Microscopy; Bright-field microscopy; Phase (matter); Phase imaging; Materials science; Frame rate; Physics; Lens (geology)","authors":[{"name":"Chao Zuo","is_ca":false},{"name":"Qian Chen","is_ca":false},{"name":"Weijuan Qu","is_ca":false},{"name":"Anand Asundi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02552493228352484,"gpt":0.2956612320161185,"spread":0.2701362997325937,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007607442,0.0006305306,0.0004531148,0.0008935418,0.0002864177,0.0008142774,0.001957319,0.0007090732,0.00238681],"category_scores_gemma":[0.001130909,0.0003935244,0.0003418221,0.000466921,0.0007531008,0.001243554,0.0008615034,0.00106254,0.0006087727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000559187,"about_ca_system_score_gemma":0.0004685033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002579899,"about_ca_topic_score_gemma":0.0004833631,"domain_scores_codex":[0.9990194,0.0001445284,0.00004183096,0.0001926213,0.0005237137,0.00007793929],"domain_scores_gemma":[0.9991291,0.0003013396,0.0001780642,0.0001736987,0.000174161,0.00004367148],"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":[0.0000660056,0.00005305065,0.0002232183,0.0001464111,0.00001060325,0.00005114254,0.00004623247,0.0006550231,0.9731601,0.00421406,0.0001736348,0.02120064],"study_design_scores_gemma":[0.00001923031,0.0001366973,0.0004254817,0.000005967838,0.00001081956,0.0002492572,0.00001569155,0.03039153,0.9658058,0.00105513,0.001858176,0.0000261787],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1950934,0.0007434544,0.798138,0.0001995652,0.000133506,0.0002330587,0.0003005262,0.001083707,0.004074655],"genre_scores_gemma":[0.4470438,0.0007127426,0.5462086,0.0000780598,0.00007832333,0.0002960819,0.0002737943,0.0001332785,0.005175299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00238681,"threshold_uncertainty_score":0.007984698,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1975017145","doi":"10.1063/1.2193827","title":"Submersible digital in-line holographic microscope","year":2006,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":131,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Office of Naval Research; Natural Sciences and Engineering Research Council of Canada","keywords":"Holography; Microscope; Optics; Digital holographic microscopy; Pixel; Resolution (logic); Digital holography; Line (geometry); Microscopy; Image resolution; Materials science; Volume (thermodynamics); Computer science; Physics; Artificial intelligence; Geometry","authors":[{"name":"S. K. Jericho","is_ca":true},{"name":"Jorge Garcı́a-Sucerquia","is_ca":true},{"name":"Wenbo Xu","is_ca":true},{"name":"M. H. Jericho","is_ca":true},{"name":"H. J. Kreuzer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008637701190148799,"gpt":0.2502224476584134,"spread":0.2415847464682646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003031277,0.0002534143,0.0002993631,0.000369637,0.0001687983,0.0004457408,0.0007954065,0.0003924243,0.003280815],"category_scores_gemma":[0.0003380173,0.0001917154,0.0001286029,0.0002682595,0.0002955818,0.0006838509,0.0003627982,0.0003728811,0.0008950607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004046568,"about_ca_system_score_gemma":0.0003256624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003616497,"about_ca_topic_score_gemma":0.000616025,"domain_scores_codex":[0.9997457,0.00002026215,0.00001302363,0.00003816046,0.0001696519,0.00001316563],"domain_scores_gemma":[0.9997446,0.00008469942,0.00004562563,0.00004997061,0.00005660468,0.00001843847],"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":[0.0001292423,0.00003607645,0.0006685357,0.0005844467,0.00001707864,0.0001441363,0.00009050651,0.0008194977,0.8118758,0.007444412,0.003694479,0.174496],"study_design_scores_gemma":[0.00006240778,0.0004383516,0.003747861,0.00008249997,0.0000775173,0.002013573,0.0001071323,0.01626516,0.7870148,0.003397406,0.1867269,0.00006648312],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1285722,0.02310646,0.8054662,0.001124989,0.000699828,0.0004103642,0.0009493447,0.003587546,0.03608313],"genre_scores_gemma":[0.3205076,0.01010151,0.6421397,0.0005599831,0.0002194343,0.000187515,0.0004981717,0.00006536772,0.02572084],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003280815,"threshold_uncertainty_score":0.01097542,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1980079346","doi":"10.1364/ol.31.001211","title":"Immersion digital in-line holographic microscopy","year":2006,"lang":"en","type":"article","venue":"Optics Letters","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":116,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Optics; Digital holographic microscopy; Refractive index; Holography; Materials science; Microscopy; Numerical aperture; Digital holography; Wavelength; Laser; Resolution (logic); Image resolution; Physics; Computer science","authors":[{"name":"Jorge Garcı́a-Sucerquia","is_ca":true},{"name":"Wenbo Xu","is_ca":true},{"name":"M. H. Jericho","is_ca":true},{"name":"H. J. Kreuzer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004038938692265405,"gpt":0.2175489838101968,"spread":0.2135100451179314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001777187,0.00027828,0.0002344769,0.000441751,0.0002243982,0.0006902516,0.0008155777,0.000415051,0.01153526],"category_scores_gemma":[0.0004363325,0.0002371107,0.0001322393,0.0003726221,0.0003653848,0.0006252183,0.0007957853,0.00057562,0.00230302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004481548,"about_ca_system_score_gemma":0.0003256031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005134707,"about_ca_topic_score_gemma":0.001037899,"domain_scores_codex":[0.9996746,0.00002402699,0.00001862788,0.0000571457,0.0001872171,0.00003852368],"domain_scores_gemma":[0.9997355,0.00005138482,0.00002880597,0.00008163284,0.00007112256,0.00003146377],"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":[0.00009453177,0.00004000689,0.0003472711,0.0002813469,0.0000122946,0.0001209378,0.00006191384,0.0006071317,0.9330099,0.006244082,0.004160344,0.05502018],"study_design_scores_gemma":[0.00004285513,0.00009683755,0.001393266,0.00002472023,0.00001903701,0.00101593,0.00005249283,0.01348591,0.9143327,0.003077075,0.06642565,0.00003346887],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1883374,0.004579241,0.6996534,0.001451365,0.0007446468,0.0004303237,0.004818839,0.006219309,0.0937655],"genre_scores_gemma":[0.523772,0.003738258,0.4141921,0.0005032612,0.0001501159,0.0002574997,0.00250124,0.0005407047,0.0543448],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01153526,"threshold_uncertainty_score":0.0385893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3187191703","doi":"10.1073/pnas.2021416118","title":"Robust surface-to-mass coupling and turgor-dependent cell width determine bacterial dry-mass density","year":2021,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":91,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"Agence Nationale de la Recherche","keywords":"Turgor pressure; Dry weight; Chemistry; Caulobacter crescentus; Biomass (ecology); Biophysics; Biology; Cell; Biochemistry; Ecology; Botany; Cell cycle","authors":[{"name":"Enno R. Oldewurtel","is_ca":false},{"name":"Yuki Kitahara","is_ca":true},{"name":"Sven van Teeffelen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02742632834932026,"gpt":0.259841924914847,"spread":0.2324155965655267,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004120646,0.0003766679,0.0003317407,0.000678578,0.0001774092,0.0006977411,0.000547104,0.0003718444,0.00106331],"category_scores_gemma":[0.001607099,0.0003613735,0.000175324,0.0005050681,0.0005784191,0.0006903355,0.0009014343,0.0005174426,0.00032962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003955642,"about_ca_system_score_gemma":0.0002766441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006734058,"about_ca_topic_score_gemma":0.001371721,"domain_scores_codex":[0.9997776,0.00002543212,0.00001515383,0.00007754617,0.00008491347,0.00001944401],"domain_scores_gemma":[0.9993737,0.0002036192,0.0001654284,0.0001326737,0.00007485904,0.00004974119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00007791975,0.00002826637,0.008727324,0.00009237312,0.00001561254,0.0000281475,0.0001103851,0.001324696,0.9696015,0.000855391,0.0001095454,0.01902887],"study_design_scores_gemma":[0.00002941548,0.0001252649,0.08841524,0.00002421669,0.00003182462,0.0002440638,0.0001305734,0.09924558,0.8078353,0.001849288,0.002015684,0.00005361344],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8105042,0.000622772,0.1851089,0.0001233234,0.00004771506,0.00004477992,0.0005270137,0.0008053406,0.002215977],"genre_scores_gemma":[0.9591682,0.0002025478,0.03951205,0.00004957138,0.00001403483,0.00004911919,0.0002378636,0.00008488863,0.0006816884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00106331,"threshold_uncertainty_score":0.003557146,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051401871","doi":"10.4319/lom.2013.11.28","title":"Development and deployment of a point‐source digital inline holographic microscope for the study of plankton and particles to a depth of 6000 m","year":2013,"lang":"en","type":"article","venue":"Limnology and Oceanography Methods","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Woods Hole Oceanographic Institution; National Science Foundation","keywords":"Marine snow; Water column; Microscope; Oceanography; Plankton; Remote sensing; Geology; Optics; Physics","authors":[{"name":"Alexander B. Bochdansky","is_ca":false},{"name":"M. H. Jericho","is_ca":true},{"name":"Gerhard J. Herndl","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02009178740735292,"gpt":0.3094616057906258,"spread":0.2893698183832729,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009237987,0.0004233689,0.0003650853,0.0007359297,0.0003841919,0.0004363173,0.001222459,0.0006371985,0.001780104],"category_scores_gemma":[0.0005034166,0.000428933,0.0003437747,0.0003031603,0.000319147,0.0006321875,0.0007866919,0.0006458662,0.001154288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005263145,"about_ca_system_score_gemma":0.001585522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003571088,"about_ca_topic_score_gemma":0.006085547,"domain_scores_codex":[0.9996009,0.00002456655,0.00003120287,0.00009150049,0.0002128599,0.0000389074],"domain_scores_gemma":[0.9994751,0.00006009499,0.00004136547,0.0000795114,0.0002362529,0.0001077999],"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":[0.00003891068,0.00006002536,0.002716638,0.00009709239,0.000008841657,0.00008088673,0.00009370308,0.0005717389,0.9545833,0.0003925635,0.0005912161,0.04076504],"study_design_scores_gemma":[0.000106974,0.001291078,0.0419559,0.00008339019,0.0000772679,0.001395805,0.0002772993,0.03765443,0.8754483,0.000320659,0.04129685,0.0000920266],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2183432,0.0006045437,0.7682167,0.0003119633,0.0001525481,0.001698505,0.001926445,0.003120612,0.005625353],"genre_scores_gemma":[0.09332694,0.0003760814,0.9011205,0.0001040205,0.00001935622,0.0005734726,0.00103901,0.0001053034,0.003335319],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003571088,"threshold_uncertainty_score":0.007100642,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3217695954","doi":"10.3390/jimaging7120252","title":"Roadmap on Digital Holography-Based Quantitative Phase Imaging","year":2021,"lang":"en","type":"review","venue":"Journal of Imaging","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":80,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Université Laval; Centres Intégré Universitaires de Santé et de Services Sociaux","funders":"Narodowe Centrum Badań i Rozwoju; Korea Advanced Institute of Science and Technology; Université de Lausanne; European Regional Development Fund; Fundacja na rzecz Nauki Polskiej; European Commission; Politechnika Warszawska; Canada Excellence Research Chairs, Government of Canada; Natural Sciences and Engineering Research Council of Canada; Ministry of Science and Technology, Taiwan; École Polytechnique Fédérale de Lausanne; King Abdullah University of Science and Technology","keywords":"Digital holographic microscopy; Holography; Digital holography; Phase imaging; Computer science; Holographic interferometry; Microscopy; Digital imaging; Interferometry; Computer vision; Optics; Artificial intelligence; Computer graphics (images); Image processing; Digital image; Physics; Image (mathematics)","authors":[{"name":"Vinoth Balasubramani","is_ca":false},{"name":"Małgorzata Kujawińska","is_ca":false},{"name":"Cédric Allier","is_ca":false},{"name":"Vijayakumar Anand","is_ca":false},{"name":"Chau-Jern Cheng","is_ca":false},{"name":"Christian Depeursinge","is_ca":false},{"name":"Nathaniel Hai","is_ca":false},{"name":"Saulius Juodkazis","is_ca":false},{"name":"Jeroen Kalkman","is_ca":false},{"name":"Arkadiusz Kuś","is_ca":false},{"name":"Moosung Lee","is_ca":false},{"name":"Pierre J. Magistretti","is_ca":false},{"name":"Pierre Marquet","is_ca":true},{"name":"Soon Hock Ng","is_ca":false},{"name":"Joseph Rosen","is_ca":false},{"name":"YongKeun Park","is_ca":false},{"name":"Michał Ziemczonok","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03096310209066342,"gpt":0.3896594526695301,"spread":0.3586963505788666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002515396,0.001145227,0.001299408,0.004022681,0.0004311302,0.001858913,0.001282359,0.001742429,0.009671444],"category_scores_gemma":[0.002394236,0.000538242,0.0008298379,0.003318434,0.0008987628,0.003770904,0.001634312,0.003369335,0.004272198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001017772,"about_ca_system_score_gemma":0.003426295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000966612,"about_ca_topic_score_gemma":0.001044331,"domain_scores_codex":[0.9994355,0.0001003175,0.00005744487,0.00009095936,0.0002510367,0.00006475759],"domain_scores_gemma":[0.9975389,0.001330401,0.0001487928,0.00008501641,0.0007504443,0.0001464384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007143075,0.0001340777,0.0001818247,0.01526874,0.00004968157,0.0001834248,0.00009282456,0.0006704896,0.004518366,0.04161592,0.04983116,0.887382],"study_design_scores_gemma":[0.00001097511,0.0001107453,0.0003019211,0.002509264,0.00004464056,0.0003884123,0.00005759578,0.0002119701,0.0009681891,0.006457303,0.9889163,0.00002255225],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002849305,0.9878588,0.002092056,0.001865305,0.001083778,0.00003664434,0.00007819234,0.00005534176,0.006644993],"genre_scores_gemma":[0.001415287,0.992512,0.002705683,0.0008407419,0.0005367756,0.00004481765,0.0001462553,0.0000120583,0.001786347],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009671444,"threshold_uncertainty_score":0.03235424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2154661284","doi":"10.1080/00218460701377388","title":"Digital In-Line Holography as a Three-Dimensional Tool to Study Motile Marine Organisms During Their Exploration of Surfaces","year":2007,"lang":"en","type":"article","venue":"The Journal of Adhesion","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Dalhousie University","keywords":"Zoospore; Spore; Holography; Oceanography; Materials science; Optics; Biology; Geology; Physics; Botany","authors":[{"name":"Matthias Heydt","is_ca":false},{"name":"Axel Rosenhahn","is_ca":false},{"name":"M. Grunze","is_ca":false},{"name":"Michala E. Pettitt","is_ca":false},{"name":"Maureen E. Callow","is_ca":false},{"name":"J. A. Callow","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01340738799662472,"gpt":0.2527908392488024,"spread":0.2393834512521777,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001276766,0.0001919317,0.000184161,0.0005490565,0.0001243147,0.0002371611,0.0002791846,0.0001726427,0.001060459],"category_scores_gemma":[0.0002736958,0.0001297638,0.000111283,0.0004088704,0.0003270189,0.0002696755,0.0002988851,0.0002407411,0.0001365239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001997783,"about_ca_system_score_gemma":0.0001894156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007870488,"about_ca_topic_score_gemma":0.001524247,"domain_scores_codex":[0.9999417,0.00000892091,0.000003542322,0.000008809313,0.00002650698,0.00001051961],"domain_scores_gemma":[0.9997817,0.000077921,0.00004792728,0.00003631998,0.00003159151,0.00002459694],"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":[0.00006525431,0.00004577844,0.004408344,0.000154273,0.00001253415,0.00009192282,0.0001153747,0.0005417551,0.9699214,0.0003288861,0.0002916747,0.02402301],"study_design_scores_gemma":[0.00005607281,0.0005202058,0.1332011,0.00003824239,0.00008751607,0.001999553,0.0004993487,0.01828662,0.8369691,0.0007161204,0.007578581,0.00004754927],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520499,0.001637693,0.04266812,0.0001618611,0.0000622436,0.00007232486,0.0005008407,0.0001488641,0.002698219],"genre_scores_gemma":[0.9554288,0.001260233,0.04106812,0.0001152201,0.00003567562,0.00005512931,0.0002625126,0.000020848,0.001753509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001060459,"threshold_uncertainty_score":0.003547549,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094829114","doi":"10.1364/ao.51.001503","title":"Quantitative phase and refractive index measurements with point-source digital in-line holographic microscopy","year":2012,"lang":"en","type":"article","venue":"Applied Optics","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Digital holographic microscopy; Optics; Refractive index; Microscopy; Digital holography; Holography; Materials science; Optical path length; Interference microscopy; Phase (matter); Optical microscope; Phase-contrast imaging; Phase contrast microscopy; Physics; Scanning electron microscope","authors":[{"name":"M. H. Jericho","is_ca":true},{"name":"H. J. Kreuzer","is_ca":true},{"name":"Mario Kanka","is_ca":false},{"name":"Rainer Riesenberg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02005629090772096,"gpt":0.2928529291471154,"spread":0.2727966382393944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007061741,0.0005046168,0.0003293285,0.001059898,0.0002193289,0.0007198008,0.0008155302,0.0004397078,0.002386601],"category_scores_gemma":[0.001837904,0.0003480965,0.0002040984,0.0009950792,0.0006356339,0.001102735,0.0006880246,0.0005615226,0.0006131992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004225344,"about_ca_system_score_gemma":0.0003575883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005877892,"about_ca_topic_score_gemma":0.0009430961,"domain_scores_codex":[0.9990767,0.0001622323,0.00005029602,0.0001382,0.0005330052,0.00003961043],"domain_scores_gemma":[0.9989488,0.0003876542,0.000165019,0.0002207847,0.0002393222,0.00003842463],"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":[0.0001028217,0.00004498538,0.0009362396,0.000125773,0.00001300999,0.00002246185,0.00004176233,0.001428413,0.9766426,0.001389175,0.0001936046,0.01905916],"study_design_scores_gemma":[0.00003373884,0.00009795083,0.003555451,0.00001149813,0.00002269701,0.0002006081,0.00005344228,0.02431603,0.9684543,0.001280378,0.00193398,0.00003987428],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3371949,0.001308445,0.645076,0.0001815609,0.0001060335,0.0003758869,0.001994377,0.001477492,0.01228531],"genre_scores_gemma":[0.4971638,0.001165947,0.4976459,0.00006691627,0.00003479273,0.0002282765,0.0007930613,0.0001915634,0.002709926],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002386601,"threshold_uncertainty_score":0.007983983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3124184912","doi":"10.1364/oe.412510","title":"Optimizing illumination in three-dimensional deconvolution microscopy for accurate refractive index tomography","year":2021,"lang":"en","type":"article","venue":"Optics Express","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":65,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"Korea Advanced Institute of Science and Technology; National Research Foundation of Korea","keywords":"Deconvolution; Optics; Microscopy; Tomographic reconstruction; Phase-contrast imaging; Iterative reconstruction; Tomography; Refractive index; Optical transfer function; Point spread function; Diffuse optical imaging; Materials science; Blind deconvolution; Computer science; Computer vision; Physics; Phase contrast microscopy","authors":[{"name":"Hervé Hugonnet","is_ca":true},{"name":"Moosung Lee","is_ca":true},{"name":"YongKeun Park","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.012518351625343,"gpt":0.2739792617069416,"spread":0.2614609100815986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005471219,0.0005492485,0.0002776418,0.0002309383,0.0002799792,0.000420743,0.0002800713,0.0003834471,0.0003864303],"category_scores_gemma":[0.0008607736,0.0002909914,0.0002971202,0.0002768006,0.0004850936,0.000337473,0.0003233079,0.0004671278,0.0001910835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006600884,"about_ca_system_score_gemma":0.0005798758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009055134,"about_ca_topic_score_gemma":0.001925829,"domain_scores_codex":[0.9997968,0.00004990173,0.0000141756,0.00004005765,0.00007839676,0.00002060601],"domain_scores_gemma":[0.9997882,0.00009243124,0.00004386493,0.00002979939,0.00003769116,0.000007985442],"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":[0.0001133088,0.00009368808,0.000711619,0.0002049586,0.00003281699,0.00004334835,0.0001241843,0.1030188,0.8567495,0.009594479,0.0002578434,0.02905559],"study_design_scores_gemma":[0.00001843038,0.0000688065,0.0006282092,0.000009657744,0.00001530564,0.00005347879,0.00001378643,0.4488263,0.5467501,0.001679819,0.001902287,0.00003382409],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1433652,0.0003424025,0.8540365,0.0000883157,0.00002240402,0.00005741082,0.00005732345,0.0003400407,0.00169044],"genre_scores_gemma":[0.3904999,0.0002750557,0.6083167,0.00003110063,0.000005224735,0.00008572929,0.00005739007,0.0001491916,0.0005798348],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0009055134,"threshold_uncertainty_score":0.004789293,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999622502","doi":"10.1364/ol.34.001162","title":"Reconstruction of high-resolution holographic microscopic images","year":2009,"lang":"en","type":"article","venue":"Optics Letters","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Optics; Holography; Iterative reconstruction; Digital holographic microscopy; Physics; Computer science; Computer vision","authors":[{"name":"Mario Kanka","is_ca":false},{"name":"Rainer Riesenberg","is_ca":false},{"name":"H. J. Kreuzer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004468475695901154,"gpt":0.2120153310899867,"spread":0.2075468553940855,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002187633,0.0003164785,0.0003308989,0.0004219086,0.0001340327,0.000534793,0.0003432334,0.0002057744,0.001731263],"category_scores_gemma":[0.0004923803,0.00033038,0.0002300334,0.000450163,0.0002834393,0.0005634677,0.0004607161,0.0004725557,0.000487591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001855664,"about_ca_system_score_gemma":0.0002698532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003321467,"about_ca_topic_score_gemma":0.0005286303,"domain_scores_codex":[0.999903,0.00001408199,0.000005714875,0.00001250592,0.00005072715,0.00001389496],"domain_scores_gemma":[0.9997756,0.00006341283,0.00002436747,0.00007083332,0.00004634579,0.00001949862],"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":[0.000319388,0.00006383344,0.001144925,0.000277095,0.00004509118,0.0004710198,0.0002055662,0.03816489,0.7951774,0.01264786,0.001694635,0.1497883],"study_design_scores_gemma":[0.00006660002,0.000191639,0.004365793,0.0000191435,0.00003182636,0.001488639,0.0001583885,0.4143001,0.5613133,0.009549151,0.008466617,0.00004881142],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1878661,0.0004804741,0.8069955,0.0001469315,0.0000864007,0.00004951247,0.0003165401,0.001019835,0.00303874],"genre_scores_gemma":[0.4825903,0.000786129,0.511614,0.00004354123,0.00003427346,0.00003089666,0.0004474096,0.0001316485,0.004321785],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001731263,"threshold_uncertainty_score":0.005791724,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401995944","doi":"10.1007/s00340-024-08280-3","title":"Roadmap on computational methods in optical imaging and holography [invited]","year":2024,"lang":"en","type":"review","venue":"Applied Physics B","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"National Institute on Deafness and Other Communication Disorders; Natural Sciences and Engineering Research Council of Canada; National Institute on Aging; Russian Science Foundation; Ben-Gurion University of the Negev; Fonds Wetenschappelijk Onderzoek; Life Sciences Research Foundation; Government of Jiangsu Province; Israel Innovation Authority; National Institute of Neurological Disorders and Stroke; National Institute of General Medical Sciences; Fundamental Research Funds for the Central Universities; Narodowe Centrum Nauki; Fundacja na rzecz Nauki Polskiej; Science and Engineering Research Board; Japan Society for the Promotion of Science; Israel Science Foundation; Academy of Finland; National Natural Science Foundation of China; National Institutes of Health; Canada Research Chairs; Chan Zuckerberg Initiative","keywords":"Holography; Quantum optics; Optics; Computer science; Materials science; Physics","authors":[{"name":"Joseph Rosen","is_ca":false},{"name":"Simon Alford","is_ca":false},{"name":"Blake M. Allan","is_ca":false},{"name":"Vijayakumar Anand","is_ca":false},{"name":"Shlomi Arnon","is_ca":false},{"name":"Francis Gracy Arockiaraj","is_ca":false},{"name":"Jonathan Art","is_ca":false},{"name":"Bijie Bai","is_ca":false},{"name":"Ganesh M. Balasubramaniam","is_ca":false},{"name":"Tobias Birnbaum","is_ca":false},{"name":"Nandan S. Bisht","is_ca":false},{"name":"David Blinder","is_ca":false},{"name":"Liangcai Cao","is_ca":false},{"name":"Qian Chen","is_ca":false},{"name":"Ziyang Chen","is_ca":false},{"name":"Vishesh Dubey","is_ca":false},{"name":"Karen Egiazarian","is_ca":false},{"name":"Mert Ercan","is_ca":false},{"name":"Andrew Forbes","is_ca":false},{"name":"G. Gopakumar","is_ca":false},{"name":"Yunhui Gao","is_ca":false},{"name":"Sylvain Gigan","is_ca":false},{"name":"Paweł Gocłowski","is_ca":false},{"name":"Shivasubramanian Gopinath","is_ca":false},{"name":"Alon Greenbaum","is_ca":false},{"name":"Ryoichi Horisaki","is_ca":false},{"name":"Daniel Ierodiaconou","is_ca":false},{"name":"Saulius Juodkazis","is_ca":false},{"name":"Tanushree Karmakar","is_ca":false},{"name":"Vladimir Katkovnik","is_ca":false},{"name":"Svetlana N. Khonina","is_ca":false},{"name":"Peter Kner","is_ca":false},{"name":"Vladislav Kravets","is_ca":false},{"name":"Kumar Ravi","is_ca":false},{"name":"Yingming Lai","is_ca":true},{"name":"Chen Li","is_ca":false},{"name":"Jiaji Li","is_ca":false},{"name":"Shaoheng Li","is_ca":false},{"name":"Yuzhu Li","is_ca":false},{"name":"Jinyang Liang","is_ca":true},{"name":"Gokul Manavalan","is_ca":false},{"name":"Aditya Chandra Mandal","is_ca":false},{"name":"Manisha Manisha","is_ca":false},{"name":"Christopher Mann","is_ca":false},{"name":"Marcin Marzejon","is_ca":false},{"name":"Chané Moodley","is_ca":false},{"name":"Junko Morikawa","is_ca":false},{"name":"Inbarasan Muniraj","is_ca":false},{"name":"D. Narbutis","is_ca":false},{"name":"Soon Hock Ng","is_ca":false},{"name":"Fazilah Nothlawala","is_ca":false},{"name":"Jeonghun Oh","is_ca":false},{"name":"Aydogan Özcan","is_ca":false},{"name":"YongKeun Park","is_ca":false},{"name":"Alexey P. Porfirev","is_ca":false},{"name":"Mariana Potcoava","is_ca":false},{"name":"Shashi Prabhakar","is_ca":false},{"name":"Jixiong Pu","is_ca":false},{"name":"Mikołaj Rogalski","is_ca":false},{"name":"Meguya Ryu","is_ca":false},{"name":"Sakshi Choudhary","is_ca":false},{"name":"Gangi Reddy Salla","is_ca":false},{"name":"Peter Schelkens","is_ca":false},{"name":"Sarp Feykun Şener","is_ca":false},{"name":"Igor Shevkunov","is_ca":false},{"name":"Tomoyoshi Shimobaba","is_ca":false},{"name":"Rakesh Kumar Singh","is_ca":false},{"name":"R. P. Singh","is_ca":false},{"name":"Adrian Stern","is_ca":false},{"name":"Jiasong Sun","is_ca":false},{"name":"Shun Zhou","is_ca":false},{"name":"Chao Zuo","is_ca":false},{"name":"Zack Zurawski","is_ca":false},{"name":"Tatsuki Tahara","is_ca":false},{"name":"Vipin Tiwari","is_ca":false},{"name":"Maciej Trusiak","is_ca":false},{"name":"R. V. Vinu","is_ca":false},{"name":"Hasan Yılmaz","is_ca":false},{"name":"Hilton B. de Aguiar","is_ca":false},{"name":"Balpreet Singh Ahluwalia","is_ca":false},{"name":"Azeem Ahmad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02680094768986857,"gpt":0.3864708805324217,"spread":0.3596699328425532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002834652,0.001538659,0.001626942,0.00357818,0.0005450306,0.00232702,0.001745599,0.002567027,0.03113331],"category_scores_gemma":[0.005088778,0.0007088164,0.001154595,0.004035436,0.0009233411,0.004771629,0.002188418,0.005081676,0.02084013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001370117,"about_ca_system_score_gemma":0.00325577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001327708,"about_ca_topic_score_gemma":0.00165618,"domain_scores_codex":[0.9989713,0.0002414758,0.0001162442,0.0001551767,0.000391926,0.0001238558],"domain_scores_gemma":[0.9959496,0.001907135,0.000186647,0.0001700603,0.001444857,0.0003416712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004667899,0.00006264378,0.00009760052,0.008394653,0.00007131978,0.00008389638,0.00007495291,0.001007569,0.000921567,0.03123632,0.3583753,0.5996274],"study_design_scores_gemma":[0.00000686186,0.00003101326,0.0001251707,0.001683971,0.0000181307,0.0001223087,0.00001531419,0.0002008126,0.0001925122,0.008276396,0.9893118,0.00001582776],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002008042,0.9588082,0.006139816,0.007929098,0.01007279,0.00007183866,0.0003350377,0.0002556534,0.0161868],"genre_scores_gemma":[0.001803494,0.9669649,0.007833118,0.003669156,0.006096965,0.0001489102,0.0008500963,0.0001803333,0.01245297],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03113331,"threshold_uncertainty_score":0.1041514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2809319664","doi":"10.1364/oe.26.017498","title":"Comparative study of quantitative phase imaging techniques for refractometry of optical waveguides","year":2018,"lang":"en","type":"article","venue":"Optics Express","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Excellence Research Chairs, Government of Canada; Canada Foundation for Innovation","keywords":"Optics; Refractometry; Refractive index; Femtosecond; Materials science; Interferometry; Phase-contrast imaging; Holography; Phase (matter); Phase imaging; Holographic interferometry; Reference beam; Laser; Microscopy; Physics","authors":[{"name":"Erik Bélanger","is_ca":true},{"name":"Jean-Philippe Bérubé","is_ca":true},{"name":"Bertrand de Dorlodot","is_ca":true},{"name":"Pierre Marquet","is_ca":true},{"name":"Réal Vallée","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03914704135970742,"gpt":0.3944115326287096,"spread":0.3552644912690022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003458067,0.001084025,0.000478094,0.001623316,0.0002745248,0.0007284731,0.001051121,0.0006762368,0.001239145],"category_scores_gemma":[0.005670787,0.000536808,0.0005235685,0.000816954,0.0006446092,0.0008984653,0.0005893846,0.0008515088,0.0003118514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006254769,"about_ca_system_score_gemma":0.0004338279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005341168,"about_ca_topic_score_gemma":0.0007310695,"domain_scores_codex":[0.9970964,0.0009244055,0.0001478077,0.0003511566,0.001331714,0.0001483936],"domain_scores_gemma":[0.993418,0.003509057,0.0009600812,0.0007611527,0.00125692,0.00009482441],"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":[0.0001171202,0.00004752898,0.000439706,0.0002412087,0.00002365946,0.00003758547,0.00008998366,0.0004858504,0.9803771,0.0006421677,0.00004692438,0.01745123],"study_design_scores_gemma":[0.00001606828,0.0004700062,0.002375441,0.00002330081,0.00004891361,0.0005328326,0.00005587325,0.00585123,0.9884368,0.0002262485,0.001923852,0.00003952579],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4104822,0.008376027,0.5757045,0.0001866633,0.0001595902,0.0003440712,0.0003236521,0.0007545472,0.003668737],"genre_scores_gemma":[0.4159831,0.005236014,0.5746052,0.00007309951,0.00009238299,0.0004496133,0.0003555608,0.0002622694,0.002942691],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003458067,"threshold_uncertainty_score":0.01828825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210383484","doi":"","title":"Roadmap on digital holography [Invited]","year":2021,"lang":"en","type":"review","venue":"Dipòsit Digital de la Universitat de Barcelona (Universitat de Barcelona)","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Office of Naval Research; Agencia Estatal de Investigación; Board of Research in Nuclear Sciences; European Research Council; Army Research Office; Natural Sciences and Engineering Research Council of Canada; Science and Engineering Research Board; Horizon 2020 Framework Programme; Israel Science Foundation; Universitat Jaume I; Hong Kong Polytechnic University; Generalitat Valenciana; Intelligence Advanced Research Projects Activity; Ford Motor Company; National Research Foundation Singapore; National Research Foundation of Korea; Canada Excellence Research Chairs, Government of Canada; European Commission; Canada Foundation for Innovation; National Science Foundation","keywords":"Digital holography; Holography; Digital holographic microscopy; Computer science; Virtual reality; Field (mathematics); Computer graphics (images); Digital imaging; Augmented reality; Identification (biology); Optics; Artificial intelligence; Computer vision; Digital image; Image processing; Physics; Image (mathematics)","authors":[{"name":"Bahram Javidi","is_ca":false},{"name":"Artur Carnicer","is_ca":false},{"name":"George Barbastathis","is_ca":false},{"name":"Wen Chen","is_ca":false},{"name":"Pietro Ferraro","is_ca":false},{"name":"Joseph W. Goodman","is_ca":false},{"name":"Ryoichi Horisaki","is_ca":false},{"name":"Kedar Khare","is_ca":false},{"name":"Małgorzata Kujawińska","is_ca":false},{"name":"Rainer A. Leitgeb","is_ca":false},{"name":"Pierre Marquet","is_ca":true},{"name":"Takanori Nomura","is_ca":false},{"name":"Aydogan Özcan","is_ca":false},{"name":"YongKeun Park","is_ca":false},{"name":"Giancarlo Pedrini","is_ca":false},{"name":"Pascal Picart","is_ca":false},{"name":"Joseph Rosen","is_ca":false},{"name":"Genaro Saavedra","is_ca":false},{"name":"Natan T. Shaked","is_ca":false},{"name":"Adrian Stern","is_ca":false},{"name":"Enrique Tajahuerce","is_ca":false},{"name":"Lei Tian","is_ca":false},{"name":"Gordon Wetzstein","is_ca":false},{"name":"Masahiro Yamaguchi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009549449229188467,"gpt":0.2743697597392732,"spread":0.2648203105100848,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001165512,0.0009779657,0.000858685,0.00309614,0.0005640695,0.002238752,0.0008132124,0.001899879,0.03072731],"category_scores_gemma":[0.001960811,0.0004101268,0.0005162245,0.002814817,0.0006691145,0.003765596,0.00177745,0.003353147,0.01471182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082496,"about_ca_system_score_gemma":0.001971946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001269835,"about_ca_topic_score_gemma":0.002013359,"domain_scores_codex":[0.9994355,0.00008804438,0.00005409998,0.00008847246,0.0002499181,0.00008398017],"domain_scores_gemma":[0.9987857,0.0004296145,0.00008170272,0.00003596194,0.0005275509,0.0001394897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005064655,0.00004674812,0.00008232633,0.005887999,0.00002364157,0.0001526006,0.00008377085,0.0001782111,0.001360236,0.01673599,0.3397797,0.6356181],"study_design_scores_gemma":[0.000002476682,0.00001738644,0.00008575764,0.0006004273,0.000005109161,0.0001628559,0.00002261546,0.00001228609,0.00009278795,0.001178545,0.9978144,0.000005311401],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001474105,0.9657375,0.0005237492,0.004357278,0.01064098,0.00002680403,0.00008711124,0.00005322658,0.01842595],"genre_scores_gemma":[0.001526685,0.9699059,0.00070179,0.004411146,0.00544258,0.00003315875,0.0001858287,0.00002341645,0.01776953],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03072731,"threshold_uncertainty_score":0.102793,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383212984","doi":"10.1126/sciadv.adh1439","title":"Intensity interferometry for holography with quantum and classical light","year":2023,"lang":"en","type":"article","venue":"Science Advances","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; National Research Council Canada","funders":"","keywords":"Interferometry; Physics; Holography; Optics; Interference (communication); Wavefront; Reference beam; SIGNAL (programming language); Photon; Intensity (physics); Phase (matter); Amplitude; Light intensity; Signal beam; Holographic interferometry; Quantum imaging; Quantum; Quantum entanglement; Beam (structure); Computer science; Quantum mechanics; Telecommunications","authors":[{"name":"Guillaume Thekkadath","is_ca":true},{"name":"Duncan England","is_ca":true},{"name":"Frédéric Bouchard","is_ca":true},{"name":"Yingwen Zhang","is_ca":true},{"name":"Myungshik Kim","is_ca":false},{"name":"Benjamin Sussman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00999202354279126,"gpt":0.280089171495329,"spread":0.2700971479525377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001018528,0.0004651009,0.0003923388,0.0008965151,0.0004880153,0.001242821,0.0009721863,0.0006517293,0.001967326],"category_scores_gemma":[0.001863383,0.0003873849,0.0004457788,0.001007491,0.003053407,0.002367326,0.001557793,0.00165535,0.0004475041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009855049,"about_ca_system_score_gemma":0.0008175717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004781042,"about_ca_topic_score_gemma":0.0005750012,"domain_scores_codex":[0.9990421,0.0001949805,0.00004575334,0.0001610438,0.0004893541,0.00006677559],"domain_scores_gemma":[0.9994005,0.0002092175,0.0001118592,0.0001603058,0.00008727888,0.00003077112],"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":[0.00006873202,0.00005415178,0.0004312342,0.0001477651,0.0000269266,0.00008217035,0.0001543238,0.002335437,0.1048672,0.8357205,0.0007996763,0.05531178],"study_design_scores_gemma":[0.0001207055,0.0004521966,0.003788419,0.0001858087,0.00007952977,0.001455422,0.0002247876,0.1670207,0.2722837,0.4850018,0.06917552,0.000211462],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02913212,0.004053843,0.9341842,0.0007775485,0.0003476994,0.0001443232,0.0001140646,0.0004370671,0.03080914],"genre_scores_gemma":[0.3381158,0.003299307,0.6511546,0.0006629135,0.0003900784,0.0003798002,0.0001302813,0.0001414773,0.005725758],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001967326,"threshold_uncertainty_score":0.007150352,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2890181355","doi":"10.1364/boe.9.004714","title":"Quantification of stored red blood cell fluctuations by time-lapse holographic cell imaging","year":2018,"lang":"en","type":"article","venue":"Biomedical Optics Express","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"National Research Foundation of Korea; Ministry of Science, ICT and Future Planning","keywords":"Sphericity; Holography; Red blood cell; Materials science; Mean corpuscular volume; Volume (thermodynamics); Optics; Millisecond; Cell size; Hemoglobin; Chemistry; Physics; Biology","authors":[{"name":"Keyvan Jaferzadeh","is_ca":false},{"name":"Inkyu Moon","is_ca":false},{"name":"Manon Bardyn","is_ca":false},{"name":"Michel Prudent","is_ca":false},{"name":"Jean‐Daniel Tissot","is_ca":false},{"name":"Benjamin Rappaz","is_ca":false},{"name":"Bahram Javidi","is_ca":false},{"name":"Gerardo Turcatti","is_ca":false},{"name":"Pierre Marquet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00590930561322687,"gpt":0.2315184863703898,"spread":0.2256091807571629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004223655,0.0002700218,0.0003001198,0.0006070342,0.000108895,0.0003888538,0.0006618245,0.0002725392,0.0004163373],"category_scores_gemma":[0.0007416695,0.0001524766,0.0001263355,0.0003837868,0.0002936932,0.0005315847,0.0002006591,0.000393233,0.000156735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003949342,"about_ca_system_score_gemma":0.0002419653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006305465,"about_ca_topic_score_gemma":0.0007904947,"domain_scores_codex":[0.9997784,0.00002039854,0.0000146869,0.00004923702,0.0001241494,0.00001313327],"domain_scores_gemma":[0.9995329,0.0001554744,0.0001204986,0.0000541961,0.000108132,0.00002874227],"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":[0.00005649659,0.00003337768,0.002741255,0.00006143968,0.00001243663,0.00004380874,0.00004925845,0.001960163,0.967844,0.0007185662,0.0001233539,0.02635585],"study_design_scores_gemma":[0.000007607113,0.0001148195,0.01051097,0.000006892486,0.00001778405,0.0001458486,0.00003600146,0.06908202,0.9186829,0.0005084834,0.0008531857,0.00003354202],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5482973,0.001737789,0.4475269,0.0001812452,0.00006646372,0.00006791842,0.0005632931,0.0006545304,0.0009044726],"genre_scores_gemma":[0.827496,0.001076792,0.170098,0.00006506627,0.00005671513,0.0001158844,0.0002449501,0.00004906436,0.0007975618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006618245,"threshold_uncertainty_score":0.002865493,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3205271236","doi":"10.1364/ol.446159","title":"Single-shot wide-field topography measurement using spectrally multiplexed reflection intensity holography via space-domain Kramers–Kronig relations","year":2022,"lang":"en","type":"article","venue":"Optics Letters","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"Institute for Information and Communications Technology Promotion; National Research Foundation of Korea","keywords":"Optics; Holography; Metrology; Multiplexing; Ptychography; Physics; Reflection (computer programming); Spatial frequency; Phase retrieval; Image resolution; Materials science; Fourier transform; Diffraction; Computer science","authors":[{"name":"Chungha Lee","is_ca":true},{"name":"YoonSeok Baek","is_ca":true},{"name":"Hervé Hugonnet","is_ca":true},{"name":"YongKeun Park","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03202900284152402,"gpt":0.2460421863559529,"spread":0.2140131835144289,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003399604,0.0005677926,0.0004337289,0.0005771511,0.0002211337,0.0005634261,0.000710691,0.0005019421,0.001319494],"category_scores_gemma":[0.0004037447,0.000365907,0.0002262048,0.0006131384,0.0005926845,0.001024721,0.000511914,0.0006254751,0.0003561078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003075521,"about_ca_system_score_gemma":0.0002983155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004206576,"about_ca_topic_score_gemma":0.001061565,"domain_scores_codex":[0.9996482,0.0000357808,0.00002174404,0.00008587183,0.0001611455,0.00004728285],"domain_scores_gemma":[0.9996468,0.00008126209,0.00009503319,0.00009223018,0.00005560566,0.00002910825],"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":[0.00004860644,0.00004149654,0.0002298879,0.0000542124,0.00001020316,0.00007241475,0.00004934025,0.0004306037,0.9890838,0.0007315305,0.0002043209,0.009043466],"study_design_scores_gemma":[0.00001332971,0.0001195319,0.001698488,0.000004170975,0.000009553578,0.0002529306,0.00005786429,0.01387898,0.9826636,0.0004830659,0.0007917544,0.00002662553],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8580766,0.0007251744,0.1316528,0.00025303,0.00009651294,0.0001698878,0.0008029169,0.001371056,0.006851948],"genre_scores_gemma":[0.8540054,0.0006209167,0.1430915,0.00009181986,0.00003669103,0.00009429287,0.0002906026,0.00007220914,0.001696653],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001319494,"threshold_uncertainty_score":0.004414141,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050305470","doi":"10.1063/1.4904449","title":"A Mach-Zender digital holographic microscope with sub-micrometer resolution for imaging and tracking of marine micro-organisms","year":2014,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"McGill University; California Institute of Technology; Gordon and Betty Moore Foundation","keywords":"Digital holographic microscopy; Holography; Microscope; Optics; Microscopy; Resolution (logic); Digital holography; Optical microscope; Image resolution; Materials science; Flagellum; Physics; Biology; Bacteria; Scanning electron microscope; Computer science; Artificial intelligence","authors":[{"name":"Jonas Kühn","is_ca":false},{"name":"Bimochan Niraula","is_ca":true},{"name":"K. M. Liewer","is_ca":false},{"name":"J. Kent Wallace","is_ca":false},{"name":"Eugene Serabyn","is_ca":false},{"name":"Emilio Graff","is_ca":false},{"name":"Christian Lindensmith","is_ca":false},{"name":"Jay Nadeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007688425404390935,"gpt":0.2341082397098118,"spread":0.2264198143054209,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007709714,0.0004121004,0.0004759637,0.001105471,0.0003265824,0.0006544898,0.0007846637,0.0007625794,0.002871035],"category_scores_gemma":[0.0006743155,0.0004230836,0.000384993,0.0007809589,0.0006453484,0.0009525461,0.0005022565,0.0006643865,0.001227608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005304183,"about_ca_system_score_gemma":0.0007351363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003784557,"about_ca_topic_score_gemma":0.001046176,"domain_scores_codex":[0.9994104,0.0000634657,0.00004242716,0.00007922885,0.0003797436,0.00002475845],"domain_scores_gemma":[0.9993874,0.0002460884,0.00008539086,0.0001238119,0.0001207919,0.00003645508],"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":[0.00009007862,0.00005675268,0.00118109,0.0006465904,0.00003070033,0.0001008507,0.00005800149,0.0003650664,0.8499787,0.005485794,0.002368409,0.139638],"study_design_scores_gemma":[0.00007035456,0.0008888473,0.009736347,0.0001015107,0.0001327801,0.003211472,0.00008979095,0.008351669,0.8568355,0.002492123,0.1179995,0.00009013808],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1116551,0.03747234,0.8098198,0.001407975,0.001242721,0.0008864022,0.001241001,0.003613126,0.03266153],"genre_scores_gemma":[0.1458043,0.01165352,0.8277439,0.0006530416,0.0002304737,0.0003004424,0.0004436942,0.000105933,0.01306452],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002871035,"threshold_uncertainty_score":0.009604573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2033794569","doi":"10.1016/j.optcom.2007.05.011","title":"Digital off-axis holography without zero-order diffraction via phase manipulation","year":2007,"lang":"en","type":"article","venue":"Optics Communications","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":34,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Holography; Digital holography; Optics; Diffraction; Phase (matter); Reference beam; Object (grammar); Zero order; Subtraction; Beam (structure); Path (computing); Computer science; Diffraction efficiency; Physics; First order; Artificial intelligence; Mathematics","authors":[{"name":"Jorge Alexis Herrera Ramírez","is_ca":false},{"name":"Jorge Garcı́a-Sucerquia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02102544385117106,"gpt":0.3150851680697083,"spread":0.2940597242185373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001566978,0.0006760583,0.0004636308,0.0006223313,0.0004630719,0.001547388,0.0006706873,0.0004523648,0.009204133],"category_scores_gemma":[0.0004882903,0.0004318772,0.0002163794,0.0008129788,0.0009580115,0.001907032,0.001239976,0.0006518408,0.001882083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000377594,"about_ca_system_score_gemma":0.0005418239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002950919,"about_ca_topic_score_gemma":0.000896188,"domain_scores_codex":[0.9996607,0.00002765193,0.0000158597,0.00005517455,0.0001987713,0.00004178164],"domain_scores_gemma":[0.9996474,0.00008805582,0.00005345768,0.0001410839,0.00004422424,0.00002573798],"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":[0.0007034295,0.000233507,0.0007893115,0.0004076027,0.00002721038,0.0002478212,0.0002224854,0.001431411,0.6629366,0.1550204,0.006383575,0.1715967],"study_design_scores_gemma":[0.0001280584,0.0002186863,0.001110261,0.00005637639,0.00003809717,0.001249483,0.0001034924,0.01914638,0.9144591,0.01682311,0.04658696,0.00008005361],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2089254,0.002764942,0.5551059,0.001351553,0.001452629,0.0003927993,0.001294448,0.00282883,0.2258835],"genre_scores_gemma":[0.5645753,0.001818231,0.3783803,0.0004555467,0.0002612853,0.0001575047,0.0006087447,0.0003410121,0.05340221],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009204133,"threshold_uncertainty_score":0.03079087,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3199156589","doi":"10.3390/cells10092455","title":"Single Cell Analysis of Stored Red Blood Cells Using Ultra-High Throughput Holographic Cytometry","year":2021,"lang":"en","type":"article","venue":"Cells","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institutes of Health; World Anti-Doping Agency","keywords":"Cytometry; Throughput; Computer science; Flow cytometry; Volume (thermodynamics); Holography; Cell counting; Holographic data storage; Biomedical engineering; Cell; Computer hardware; Biology; Computer data storage; Medicine; Molecular biology; Physics; Optics; Cell cycle","authors":[{"name":"Hansang Park","is_ca":false},{"name":"Hillel Price","is_ca":false},{"name":"Silvia Ceballos","is_ca":false},{"name":"Jen‐Tsan Chi","is_ca":false},{"name":"Adam Wax","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01179342703223901,"gpt":0.2323672924649149,"spread":0.2205738654326759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006817479,0.0002286326,0.0004349588,0.0007702399,0.0002978403,0.0006627564,0.0004299496,0.0003230377,0.0006764818],"category_scores_gemma":[0.0007861163,0.0001289804,0.000203218,0.0004709523,0.000389651,0.0004556522,0.0003367536,0.0003646403,0.0002629276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004490913,"about_ca_system_score_gemma":0.000355482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001103475,"about_ca_topic_score_gemma":0.001840449,"domain_scores_codex":[0.9996237,0.00005660193,0.00003465317,0.00009645527,0.0001556167,0.00003299239],"domain_scores_gemma":[0.9995277,0.0001742439,0.00007580509,0.0000716661,0.0001255672,0.0000249987],"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":[0.0001293145,0.00006052382,0.006651127,0.00007496859,0.00001960919,0.00006194458,0.0001146728,0.001333101,0.9604766,0.0005678911,0.0002283529,0.03028192],"study_design_scores_gemma":[0.00001410512,0.000253791,0.02206504,0.00001237649,0.00003088478,0.0002413025,0.0001098558,0.03301971,0.9416404,0.0008109991,0.001769902,0.00003168801],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6701493,0.001966738,0.3238983,0.0002333729,0.0001121779,0.0002080869,0.001104822,0.0006736583,0.001653626],"genre_scores_gemma":[0.8440402,0.001089688,0.1517578,0.0001340095,0.0000466814,0.0002008546,0.0006670446,0.00003838403,0.002025337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001103475,"threshold_uncertainty_score":0.003605425,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3166644213","doi":"10.1186/s12862-021-01839-0","title":"Plankton classification with high-throughput submersible holographic microscopy and transfer learning","year":2021,"lang":"en","type":"article","venue":"BMC Ecology and Evolution","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Water and Wastewater Association; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Marine Environmental Observation Prediction and Response Network","keywords":"Computer science; Artificial intelligence; Convolutional neural network; Transfer of learning; Holography; Digital holography; Deep learning; Machine learning; Pattern recognition (psychology)","authors":[{"name":"Liam MacNeil","is_ca":true},{"name":"Sergey Missan","is_ca":true},{"name":"Junliang Luo","is_ca":true},{"name":"Thomas Trappenberg","is_ca":true},{"name":"Julie LaRoche","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009079930850921052,"gpt":0.221497935144139,"spread":0.212418004293218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005948483,0.001008976,0.0003657007,0.00071902,0.0003026325,0.0006615108,0.0009660784,0.000946731,0.00119164],"category_scores_gemma":[0.001116849,0.0002960432,0.0005786082,0.0004738073,0.0004511893,0.001089747,0.0008244837,0.0008356546,0.0005329839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001035215,"about_ca_system_score_gemma":0.000733432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004889794,"about_ca_topic_score_gemma":0.005347279,"domain_scores_codex":[0.9997322,0.00003371534,0.00001154844,0.0001005839,0.00008013836,0.00004180607],"domain_scores_gemma":[0.9995731,0.0001474151,0.00006283136,0.0000637843,0.000122563,0.00003039363],"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":[0.0003990442,0.0005780727,0.01954784,0.0003079688,0.0002922325,0.0003102241,0.0002571755,0.2664572,0.1730643,0.001796615,0.004957751,0.5320317],"study_design_scores_gemma":[0.00001176978,0.0001020385,0.004311048,0.000009076363,0.00001988845,0.00004391838,0.00004145236,0.957846,0.03538765,0.00152806,0.0006806615,0.00001833654],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6232521,0.001064577,0.3655016,0.0007326673,0.0001252081,0.0002061595,0.0007345486,0.003866702,0.004516379],"genre_scores_gemma":[0.8538656,0.0002141491,0.1408904,0.0001835844,0.00004442996,0.0001218226,0.0008029307,0.00005523484,0.003821993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004889794,"threshold_uncertainty_score":0.00972265,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3169102718","doi":"10.1016/j.sigpro.2021.108173","title":"Quantitative imaging for optical field via a single-pixel detector","year":2021,"lang":"en","type":"article","venue":"Signal Processing","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":31,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Natural Science Foundation of Shandong Province; National Natural Science Foundation of China; Shandong University","keywords":"Pixel; Detector; Phase retrieval; Optics; Diffraction; Coherent diffraction imaging; Phase (matter); Interferometry; Computer science; Wavelength; Artificial intelligence; Computer vision; Physics; Fourier transform","authors":[{"name":"Xianye Li","is_ca":true},{"name":"Yafei Sun","is_ca":false},{"name":"Yikang He","is_ca":false},{"name":"Xun Li","is_ca":true},{"name":"Baoqing Sun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0170935277161613,"gpt":0.2842659647766524,"spread":0.2671724370604911,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005452179,0.0005509878,0.0005876618,0.0005762854,0.0003563009,0.0009381236,0.0009386002,0.0007766082,0.003465442],"category_scores_gemma":[0.0008158801,0.0004630054,0.0002469108,0.0004320897,0.0005825462,0.001511441,0.0005111638,0.0005620495,0.0008619788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006749054,"about_ca_system_score_gemma":0.0007045816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004665438,"about_ca_topic_score_gemma":0.001052228,"domain_scores_codex":[0.9996698,0.00004425207,0.00001407623,0.000109836,0.0001395535,0.00002250695],"domain_scores_gemma":[0.999582,0.0001838717,0.00004756772,0.00007589514,0.00008207732,0.00002857139],"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":[0.0001638743,0.00007133661,0.000644599,0.0001908315,0.00001737795,0.00004056606,0.00005735918,0.002379413,0.9259138,0.01676381,0.0007939557,0.0529631],"study_design_scores_gemma":[0.00001705453,0.000149308,0.001135562,0.00001249202,0.0000218291,0.0003642696,0.00002323657,0.1181123,0.8696529,0.005225344,0.005259337,0.00002625629],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06599449,0.0004250464,0.9292349,0.0001669814,0.00005315145,0.00008474522,0.0002394452,0.00108136,0.0027199],"genre_scores_gemma":[0.2748115,0.000368394,0.721186,0.00007996988,0.00003056552,0.0001093866,0.0001380145,0.00009198132,0.003184213],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003465442,"threshold_uncertainty_score":0.01159304,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4237699322","doi":"10.1103/physrevlett.123.143603","title":"Quantum Nonlocal Aberration Cancellation","year":2019,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Office of Naval Research","keywords":"Physics; Photon; Optics; Quantum; Position (finance); Degrees of freedom (physics and chemistry); Momentum (technical analysis); Photon entanglement; Transverse plane; Quantum imaging; Quantum mechanics; Quantum entanglement; Quantum network","authors":[{"name":"A. Nicholas Black","is_ca":false},{"name":"Enno Giese","is_ca":true},{"name":"Boris Braverman","is_ca":true},{"name":"Nicholas Zollo","is_ca":false},{"name":"Stephen M. Barnett","is_ca":false},{"name":"Robert W. Boyd","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008453397025136712,"gpt":0.2729935275401696,"spread":0.2645401305150329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042132,0.000515235,0.0005917577,0.0003689664,0.0005313063,0.001084852,0.0007871576,0.0006645293,0.005158409],"category_scores_gemma":[0.001645502,0.0002665823,0.0002557417,0.0004930395,0.001071189,0.001293243,0.001631785,0.0008524091,0.0008554049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000642796,"about_ca_system_score_gemma":0.0006240321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004113902,"about_ca_topic_score_gemma":0.0009968821,"domain_scores_codex":[0.9990214,0.00007950897,0.0000469895,0.000172501,0.0005736226,0.0001058422],"domain_scores_gemma":[0.9986265,0.0002700761,0.000331732,0.0004818642,0.0002214071,0.00006838714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001593484,0.00006373823,0.001165464,0.000292021,0.00004539151,0.0003382272,0.0002527586,0.007931235,0.7553924,0.1659007,0.00238621,0.06607252],"study_design_scores_gemma":[0.00003976409,0.0001100557,0.001019323,0.000022415,0.00002861968,0.000583289,0.00005677737,0.0617228,0.8967637,0.02084771,0.01873734,0.00006812946],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2499812,0.001957447,0.6894444,0.001332432,0.0006896795,0.0001445532,0.0003267052,0.002522066,0.05360152],"genre_scores_gemma":[0.892123,0.0006504196,0.09483164,0.0002826568,0.00006786764,0.00005590552,0.0001347748,0.0002367587,0.0116169],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005158409,"threshold_uncertainty_score":0.01725656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065251914","doi":"10.1364/ao.47.004723","title":"High resolution Talbot self-imaging applied to structural characterization of self-assembled monolayers of microspheres","year":2008,"lang":"en","type":"article","venue":"Applied Optics","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Optics; Talbot effect; Characterization (materials science); Holography; Materials science; Microscopy; Monolayer; Resolution (logic); Image resolution; Moiré pattern; Physics; Diffraction; Nanotechnology; Computer science","authors":[{"name":"Jorge Garcı́a-Sucerquia","is_ca":false},{"name":"D. C. Alvarez-Palacio","is_ca":false},{"name":"H. J. Kreuzer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004480557804869625,"gpt":0.2006486937771496,"spread":0.19616813597228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002256895,0.0001779739,0.0002188584,0.00023759,0.000109512,0.0002400793,0.000269684,0.0002478831,0.000425245],"category_scores_gemma":[0.0003923031,0.0001880965,0.0001116814,0.0001636512,0.0002958324,0.0002090943,0.000226159,0.0002079382,0.0001385369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002473614,"about_ca_system_score_gemma":0.0001254305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004338581,"about_ca_topic_score_gemma":0.0004910914,"domain_scores_codex":[0.9998368,0.00002741185,0.000006258605,0.00002815643,0.00007465291,0.00002666405],"domain_scores_gemma":[0.9997928,0.00006362642,0.00004507097,0.00003343773,0.00004258704,0.00002260515],"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":[0.0000132605,0.000003453882,0.0001024936,0.00002126046,0.000001966913,0.00001710535,0.00001804483,0.0001830037,0.9977822,0.0001154026,0.00001087297,0.001730962],"study_design_scores_gemma":[0.000003724973,0.00004801481,0.0008985811,0.000001255095,0.000003874767,0.00005903321,0.000009832077,0.004084997,0.9945421,0.00003799023,0.0003074125,0.000003324996],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.953732,0.001373102,0.04346465,0.00007864255,0.0000200941,0.00003135084,0.00005731662,0.0001761615,0.001066635],"genre_scores_gemma":[0.9688042,0.0003548161,0.0301664,0.00002771438,0.000009201456,0.00001597715,0.00004450974,0.00001633749,0.0005608622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004338581,"threshold_uncertainty_score":0.001794696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2996325746","doi":"10.1021/acsphotonics.9b01152","title":"Marker-Free Automatic Quantification of Drug-Treated Cardiomyocytes with Digital Holographic Imaging","year":2019,"lang":"en","type":"article","venue":"ACS Photonics","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Université Laval; Centres Intégré Universitaires de Santé et de Services Sociaux","funders":"National Research Foundation of Korea; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Induced pluripotent stem cell; Phase imaging; Drug; Biomedical engineering; Drug discovery; Bradycardia; Computer science; Materials science; Chemistry; Microscopy; Medicine; Pharmacology; Biology; Bioinformatics; Internal medicine; Physics; Optics","authors":[{"name":"Keyvan Jaferzadeh","is_ca":false},{"name":"Benjamin Rappaz","is_ca":false},{"name":"Fabien Kuttler","is_ca":false},{"name":"Bo Kyoung Kim","is_ca":false},{"name":"Inkyu Moon","is_ca":false},{"name":"Pierre Marquet","is_ca":true},{"name":"Gerardo Turcatti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003518389022376516,"gpt":0.2037178052961281,"spread":0.2001994162737516,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006446805,0.0003339397,0.0003916391,0.0008712005,0.0001672469,0.0005492676,0.000646952,0.0005142079,0.0008202571],"category_scores_gemma":[0.0007266183,0.0002313809,0.000195439,0.0004614989,0.0003818279,0.0004778065,0.0004408463,0.0004792579,0.0003611207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003287682,"about_ca_system_score_gemma":0.0003212791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003290799,"about_ca_topic_score_gemma":0.0005894823,"domain_scores_codex":[0.9995375,0.00006649527,0.0000351733,0.0001093082,0.0002167157,0.00003483493],"domain_scores_gemma":[0.9996517,0.0001193915,0.00007291147,0.00006333058,0.00007136683,0.00002131399],"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":[0.00003897105,0.00002362929,0.0003498769,0.00006744546,0.000006916214,0.00001543714,0.00001975064,0.0002341849,0.9844039,0.0002456169,0.00008843835,0.01450589],"study_design_scores_gemma":[0.0000104321,0.0000978571,0.002991171,0.000006309299,0.00001575377,0.00008013614,0.00001274061,0.0125489,0.9828005,0.0001661426,0.001256012,0.00001415272],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3628326,0.003376317,0.6263863,0.0002379771,0.000162901,0.0003167787,0.001171229,0.001545284,0.003970689],"genre_scores_gemma":[0.5055615,0.002460327,0.4875715,0.0002081594,0.00006182088,0.0005610633,0.0007439022,0.0001784976,0.002653104],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0008712005,"threshold_uncertainty_score":0.003409445,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3094532695","doi":"10.1117/1.nph.7.4.040501","title":"Polychromatic digital holographic microscopy: a quasicoherent-noise-free imaging technique to explore the connectivity of living neuronal networks","year":2020,"lang":"en","type":"article","venue":"Neurophotonics","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Excellence Research Chairs, Government of Canada","keywords":"Holography; Digital holographic microscopy; Microscopy; Noise (video); Computer science; Digital holography; Pixel; Physics; Optics; Artificial intelligence","authors":[{"name":"Céline Larivière-Loiselle","is_ca":true},{"name":"Erik Bélanger","is_ca":false},{"name":"Pierre Marquet","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01467103448745243,"gpt":0.2422896403610525,"spread":0.2276186058736001,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003256013,0.0003744801,0.0001769047,0.0005790761,0.0001751235,0.0004555302,0.0005253988,0.0003848743,0.001433847],"category_scores_gemma":[0.0003521082,0.0002083162,0.0001687044,0.0003585173,0.0007229952,0.0005324454,0.0004788038,0.0005773368,0.000319203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004634477,"about_ca_system_score_gemma":0.0004488681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002823246,"about_ca_topic_score_gemma":0.0006233696,"domain_scores_codex":[0.9998296,0.00002355805,0.00001017645,0.00004237531,0.00008219628,0.00001201415],"domain_scores_gemma":[0.9997713,0.00008234417,0.0000493326,0.0000455377,0.00002999825,0.00002150849],"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":[0.00003314773,0.00003458,0.0004492278,0.000366206,0.00001260353,0.00007795429,0.00003501158,0.0006322294,0.960456,0.004358536,0.0005880326,0.03295652],"study_design_scores_gemma":[0.0000412946,0.0002081968,0.00321154,0.00004161609,0.00003020417,0.0008590007,0.00004075007,0.02155022,0.9561025,0.001720558,0.01616382,0.00003033977],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1878078,0.01577514,0.7817879,0.001372286,0.0004839495,0.0003886758,0.0008438055,0.0008015331,0.01073892],"genre_scores_gemma":[0.5587908,0.008852693,0.4253962,0.0005413205,0.0002335439,0.0003005518,0.0003741469,0.00009505205,0.005415719],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001433847,"threshold_uncertainty_score":0.004796684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381615841","doi":"10.1364/optica.482926","title":"Quantum-enhanced phase imaging without coincidence counting","year":2023,"lang":"en","type":"article","venue":"Optica","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Office of Naval Research; Natural Sciences and Engineering Research Council of Canada; U.S. Department of Energy; National Science Foundation","keywords":"Coincidence; Optics; Phase (matter); Physics; Interference (communication); Photon; Parametric statistics; Quantum imaging; Wavelength; Coincidence detection in neurobiology; Quantum; Photon counting; Ghost imaging; Coincidence counting; Phase imaging; Quantum optics; Microscopy; Computer science; Quantum computer; Quantum network; Mathematics; Quantum mechanics; Telecommunications","authors":[{"name":"A. Nicholas Black","is_ca":false},{"name":"Long Nguyen","is_ca":false},{"name":"Boris Braverman","is_ca":false},{"name":"Kevin T. Crampton","is_ca":false},{"name":"James Evans","is_ca":false},{"name":"Robert W. Boyd","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01133986314025596,"gpt":0.3048264519215514,"spread":0.2934865887812954,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001019316,0.000410109,0.0007113205,0.0007409984,0.0003689224,0.00125393,0.001719961,0.0009643004,0.00316487],"category_scores_gemma":[0.002603256,0.0005969017,0.0002742556,0.001056534,0.000913488,0.002497228,0.001304396,0.001248967,0.000895593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007076787,"about_ca_system_score_gemma":0.0008310296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005128733,"about_ca_topic_score_gemma":0.001290383,"domain_scores_codex":[0.9983596,0.0002548335,0.00006047501,0.0003369286,0.0008793719,0.0001086988],"domain_scores_gemma":[0.9983302,0.0007177775,0.000235017,0.0003767299,0.000264666,0.0000756162],"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":[0.0005358546,0.0002183908,0.001582642,0.0002512469,0.00005275071,0.0003144367,0.0001078831,0.004517897,0.8186572,0.0525898,0.001606807,0.119565],"study_design_scores_gemma":[0.00009523387,0.000291092,0.001367863,0.00002022356,0.00003656508,0.0009296007,0.00002805272,0.1445082,0.8334839,0.01073444,0.008415107,0.00008973901],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1184744,0.0007325001,0.867759,0.0002730273,0.0001813193,0.0001261176,0.0001975487,0.001429057,0.01082705],"genre_scores_gemma":[0.4292431,0.0005184005,0.5647057,0.0001540877,0.00008003056,0.0001381465,0.0002020139,0.000155387,0.004803084],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00316487,"threshold_uncertainty_score":0.01058751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3120510778","doi":"10.1039/d0lc01061h","title":"Label-free three-dimensional observations and quantitative characterisation of on-chip vasculogenesis using optical diffraction tomography","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"Korea Advanced Institute of Science and Technology; National Research Foundation of Korea","keywords":"Vasculogenesis; Diffraction; Diffraction tomography; Refractive index; Tomography; Organelle; Biomedical engineering; Chip; Optics; Materials science; Chemistry; Cell biology; Biology; Computer science; Optoelectronics; Endothelial stem cell; Physics; Medicine; Biochemistry","authors":[{"name":"Chungha Lee","is_ca":false},{"name":"Seunggyu Kim","is_ca":false},{"name":"Hervé Hugonnet","is_ca":false},{"name":"Moosung Lee","is_ca":false},{"name":"Weisun Park","is_ca":false},{"name":"Jessie S. Jeon","is_ca":true},{"name":"YongKeun Park","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04393582551358589,"gpt":0.2795271258383375,"spread":0.2355913003247516,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004447575,0.0004852601,0.0004229717,0.0003977753,0.0002812406,0.0006600278,0.0005426169,0.0005522483,0.001016026],"category_scores_gemma":[0.0005640797,0.0003905288,0.0003013245,0.0003796217,0.0008543826,0.0004346757,0.0006218223,0.0008339508,0.0004097828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005969944,"about_ca_system_score_gemma":0.0004836554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001476843,"about_ca_topic_score_gemma":0.002697646,"domain_scores_codex":[0.9996952,0.00003121861,0.00001384492,0.00006708039,0.000134763,0.00005788462],"domain_scores_gemma":[0.9994753,0.0002097904,0.00007956216,0.0001121547,0.00007965464,0.00004348381],"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":[0.00003033526,0.00001583755,0.0002448846,0.00003925357,0.000003951646,0.0000350396,0.00003534831,0.001184295,0.9957286,0.0004939334,0.00007184551,0.00211667],"study_design_scores_gemma":[0.000007733718,0.00004788559,0.002624347,0.000006020981,0.000006376385,0.00009901387,0.0000345013,0.0185707,0.9768552,0.000219807,0.001512302,0.00001619108],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6288946,0.0007937422,0.364121,0.0001156526,0.00006030085,0.0001254254,0.001129367,0.0009124466,0.003847575],"genre_scores_gemma":[0.8064837,0.0007810135,0.1886758,0.00007862657,0.00001275772,0.0002318256,0.0005998723,0.0001997522,0.002936591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001476843,"threshold_uncertainty_score":0.004331589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2053420134","doi":"10.1364/ol.31.002845","title":"Comment on \"Reconstruction algorithm for high-numerical-aperture holograms with diffraction-limited resolution\"","year":2006,"lang":"en","type":"letter","venue":"Optics Letters","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Holography; Optics; Numerical aperture; Diffraction; Digital holography; Line (geometry); Aperture (computer memory); Algorithm; Computer science; Iterative reconstruction; Physics; Mathematics; Artificial intelligence","authors":[{"name":"Jorge Garcı́a-Sucerquia","is_ca":true},{"name":"D. C. Alvarez-Palacio","is_ca":true},{"name":"M. H. Jericho","is_ca":true},{"name":"H. J. Kreuzer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007208013366926653,"gpt":0.2120889462941515,"spread":0.2048809329272249,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004379623,0.001108542,0.001062352,0.0008293837,0.002628017,0.002174185,0.003560373,0.01841228,0.007770853],"category_scores_gemma":[0.02513571,0.0008235721,0.001283771,0.0006688983,0.003938109,0.002917722,0.001391831,0.01523202,0.009602366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003779656,"about_ca_system_score_gemma":0.001594008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004418716,"about_ca_topic_score_gemma":0.004122177,"domain_scores_codex":[0.9952318,0.0008684257,0.0006047327,0.0005514213,0.002387469,0.0003561817],"domain_scores_gemma":[0.9900184,0.004422327,0.00105898,0.0004765148,0.003568513,0.0004551936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002133362,0.00003501968,0.0003443819,0.000184376,0.00001939935,0.0008752883,0.0001304812,0.0003502825,0.002400581,0.010461,0.9722757,0.01271013],"study_design_scores_gemma":[0.000195371,0.0001377525,0.001352717,0.0002359466,0.00004650755,0.001803459,0.0001756905,0.003937073,0.008957583,0.01720882,0.9658036,0.000145489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001395295,0.004019747,0.009519231,0.8897651,0.08864117,0.00008809332,0.0004089068,0.0008237787,0.00533872],"genre_scores_gemma":[0.01424026,0.003054011,0.009049315,0.9078403,0.05042528,0.0001912978,0.000208736,0.0003298578,0.01466094],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01841228,"threshold_uncertainty_score":0.02742338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3119958268","doi":"10.7554/elife.56426","title":"Random access parallel microscopy","year":2021,"lang":"en","type":"article","venue":"eLife","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Heart and Stroke Foundation of Canada","keywords":"Microscopy; Image processing; Image (mathematics); Random access; Medical imaging; Monolayer; Scheme (mathematics); Resolution (logic); Microscope","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01267635284538349,"gpt":0.3018372812413725,"spread":0.2891609283959891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004296637,0.0004843008,0.0003507723,0.0004078117,0.0003876821,0.000728722,0.001419848,0.0005936728,0.006673871],"category_scores_gemma":[0.0006882052,0.00047612,0.0002481466,0.0003443776,0.0004909874,0.001235839,0.001338911,0.001065237,0.001790879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000388156,"about_ca_system_score_gemma":0.0003003345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002702451,"about_ca_topic_score_gemma":0.000561005,"domain_scores_codex":[0.9994988,0.00006963644,0.00001981849,0.0001671022,0.0001867259,0.00005792675],"domain_scores_gemma":[0.9994755,0.0001243495,0.00008559988,0.0001844261,0.00008268228,0.00004741691],"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":[0.0002206649,0.0001066807,0.0004420161,0.0003672433,0.00004335885,0.0002191863,0.0001214695,0.002842368,0.8954723,0.0258659,0.005114899,0.06918395],"study_design_scores_gemma":[0.00009426405,0.0003653491,0.001254153,0.00005225478,0.00003539807,0.001582645,0.00006279269,0.08300382,0.824735,0.01387206,0.07483114,0.0001111077],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08636189,0.002170946,0.873118,0.0007631788,0.0003357953,0.0002800556,0.0008362051,0.00513235,0.03100157],"genre_scores_gemma":[0.4089429,0.001916706,0.5695332,0.0006459253,0.0002227109,0.0005924961,0.0006555912,0.0005060183,0.01698436],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006673871,"threshold_uncertainty_score":0.02232635,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1989587239","doi":"10.1002/cyto.a.20199","title":"A miniaturized wide‐angle 2D cytometer","year":2006,"lang":"en","type":"article","venue":"Cytometry Part A","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Waveguide; Scattering; Microfluidics; Light scattering; Optics; Microchannel; Materials science; Lens (geology); Lab-on-a-chip; Coupling (piping); Prism; Optoelectronics; Physics; Nanotechnology","authors":[{"name":"Kirat Pal Singh","is_ca":true},{"name":"Xuantao Su","is_ca":true},{"name":"Caigen Liu","is_ca":true},{"name":"C. E. Capjack","is_ca":true},{"name":"W. Rozmus","is_ca":true},{"name":"C. Backhouse","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007407622409628559,"gpt":0.2344660262512367,"spread":0.2270584038416082,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001165001,0.0006635921,0.0009072272,0.00128898,0.0006367405,0.001332209,0.002313959,0.001194012,0.007427901],"category_scores_gemma":[0.001315182,0.0006979157,0.0004965452,0.0006133839,0.0005871357,0.0008901588,0.001445343,0.001527242,0.003644941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008923039,"about_ca_system_score_gemma":0.001063726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004132702,"about_ca_topic_score_gemma":0.0006410008,"domain_scores_codex":[0.9986325,0.0001403155,0.00007976625,0.0003244597,0.0007578723,0.00006506335],"domain_scores_gemma":[0.9985632,0.0005296359,0.0001202142,0.0002622354,0.0003661087,0.0001584804],"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":[0.0002550811,0.0001733682,0.002767354,0.0002400247,0.00003777306,0.0001269021,0.0001043733,0.006351746,0.9121589,0.003645605,0.00759234,0.06654657],"study_design_scores_gemma":[0.0002514368,0.0004644452,0.0070424,0.00007986087,0.00009332932,0.001304423,0.00006067602,0.1605633,0.7223022,0.00284992,0.1047228,0.0002653252],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07589467,0.0007691421,0.9033626,0.0009175005,0.0007139173,0.0006656833,0.003522818,0.008469796,0.005683893],"genre_scores_gemma":[0.09962063,0.0005052489,0.889709,0.0006915919,0.0003095475,0.001968854,0.002134682,0.0002337291,0.004826694],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007427901,"threshold_uncertainty_score":0.02484882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2886931679","doi":"10.1038/s41377-018-0049-2","title":"Digital plasmonic holography","year":2018,"lang":"en","type":"article","venue":"Light Science & Applications","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Optics; Plasmon; Holography; Digital holography; Lens (geology); Microscope; Plasmonic lens; Cardinal point; Physics; Digital holographic microscopy; Surface plasmon; Surface plasmon polariton","authors":[{"name":"Joseph W. Nelson","is_ca":false},{"name":"Greta R. Knefelkamp","is_ca":false},{"name":"Alexandre G. Brolo","is_ca":true},{"name":"Nathan C. Lindquist","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004833085529299361,"gpt":0.251945265392341,"spread":0.2471121798630417,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001149269,0.0003324591,0.0002144601,0.0005195814,0.0002243631,0.0005950329,0.0006572717,0.0003670737,0.006482235],"category_scores_gemma":[0.0002924137,0.0002139846,0.0002163303,0.0004121448,0.0005712414,0.0007529484,0.00074024,0.0005765252,0.001186025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000351911,"about_ca_system_score_gemma":0.0002829107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003343238,"about_ca_topic_score_gemma":0.0005978776,"domain_scores_codex":[0.9998353,0.000009682913,0.000009928422,0.00004061877,0.00008664717,0.00001789191],"domain_scores_gemma":[0.999822,0.0000375039,0.00002497245,0.00006797183,0.0000278394,0.00001971133],"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":[0.0001173031,0.00009733874,0.0004945395,0.0005737813,0.00002281632,0.0003039825,0.0001729637,0.001074462,0.828712,0.02461418,0.005483265,0.1383334],"study_design_scores_gemma":[0.00004386593,0.0001688154,0.001129343,0.00004065371,0.00002611719,0.0009158119,0.00005210282,0.006089302,0.9298331,0.003142509,0.05852766,0.00003077049],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2327917,0.01008505,0.5811044,0.002303065,0.001789072,0.0005548856,0.003362925,0.004806689,0.1632022],"genre_scores_gemma":[0.6533873,0.004925727,0.3060752,0.001188413,0.0002293457,0.0002491261,0.001116878,0.0001631885,0.03266482],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006482235,"threshold_uncertainty_score":0.02168524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2150168975","doi":"10.1364/oe.19.004357","title":"Blood cell assisted in vivo Particle Image Velocimetry using the confocal laser scanning microscope","year":2011,"lang":"en","type":"article","venue":"Optics Express","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Confocal; Confocal microscopy; Microscope; Particle image velocimetry; Velocimetry; Particle tracking velocimetry; Optics; Materials science; Microscopy; In vivo; Biomedical engineering; Blood flow; Capillary action; Physics; Biology; Medicine","authors":[{"name":"Sung Min Choi","is_ca":false},{"name":"Wi-Han Kim","is_ca":false},{"name":"Daniel Côté","is_ca":true},{"name":"Cheolwoo Park","is_ca":false},{"name":"Ho Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02097819022633,"gpt":0.2527173764626049,"spread":0.2317391862362749,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006472563,0.0004780318,0.0004136734,0.0003562525,0.0002799207,0.0003353931,0.0004996643,0.000481734,0.001032069],"category_scores_gemma":[0.0004470976,0.0002039002,0.0002420717,0.0001733662,0.0003976412,0.0002786953,0.0002631889,0.0006688387,0.0002926434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004277962,"about_ca_system_score_gemma":0.0006497453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002817383,"about_ca_topic_score_gemma":0.002000136,"domain_scores_codex":[0.9997564,0.00004280268,0.00001234092,0.00006606378,0.0000834451,0.00003897269],"domain_scores_gemma":[0.9997577,0.00008384989,0.00003667724,0.00003265714,0.00006733891,0.00002175943],"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":[0.00002663853,0.00001461537,0.0001086782,0.0000227075,0.000003062511,0.00002732783,0.00002365927,0.0003173724,0.996159,0.0006929685,0.0001138806,0.002490142],"study_design_scores_gemma":[0.00001168352,0.0001332268,0.0005028087,0.000003458877,0.000008938083,0.000128747,0.000006755704,0.008796894,0.9880005,0.0001259612,0.00226859,0.00001253182],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5198635,0.001284261,0.4727282,0.0004808368,0.0001111595,0.000258074,0.0005540014,0.0009616333,0.003758292],"genre_scores_gemma":[0.5760974,0.001714236,0.4173083,0.0001012634,0.00005177663,0.0003096878,0.0004302629,0.0001272502,0.003859896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002817383,"threshold_uncertainty_score":0.005602002,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1663500037","doi":"10.1111/j.1365-2818.2011.03516.x","title":"Laser interference microscopy of amphibian erythrocytes: impact of cell volume and refractive index","year":2011,"lang":"en","type":"article","venue":"Journal of Microscopy","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Interference microscopy; Differential interference contrast microscopy; Microscopy; Cytoplasm; Refractive index; Osmotic concentration; Biophysics; Volume (thermodynamics); Chemistry; Optics; Laser; Interference (communication); Biology; Biochemistry; Physics","authors":[{"name":"A. I. Yusipovich","is_ca":false},{"name":"M. V. Zagubizhenko","is_ca":false},{"name":"Г. Г. Левин","is_ca":false},{"name":"А. А. Platonova","is_ca":true},{"name":"E. Yu. Parshina","is_ca":false},{"name":"R. GRYGORZCYK","is_ca":false},{"name":"Г. В. Максимов","is_ca":false},{"name":"Andrey B. Rubin","is_ca":false},{"name":"Sergei N. Orlov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01162043913606639,"gpt":0.2698303778357313,"spread":0.2582099386996649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001630326,0.0001828437,0.0001299012,0.0002504581,0.0001239625,0.0002344859,0.0002558266,0.0001805403,0.0003797207],"category_scores_gemma":[0.0002848208,0.00009918668,0.0001128247,0.00009816884,0.0002458542,0.0002315778,0.0002218636,0.0002379214,0.00008755542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002097079,"about_ca_system_score_gemma":0.000118575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007405374,"about_ca_topic_score_gemma":0.0009089421,"domain_scores_codex":[0.9998512,0.00002775022,0.000006651103,0.00002195072,0.00007338614,0.00001900621],"domain_scores_gemma":[0.9998024,0.00009427711,0.00004514789,0.00001357102,0.00002919249,0.00001542854],"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":[0.00002243001,0.000003099109,0.0002892304,0.00001363505,0.000001540422,0.0000223021,0.00001524364,0.00005992276,0.9983943,0.00003657793,0.000004545032,0.001137259],"study_design_scores_gemma":[0.000005779945,0.0001567205,0.01312393,0.000003432836,0.000009985536,0.0002974546,0.00004331318,0.002263996,0.9834125,0.00006225439,0.0006142114,0.000006469824],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868948,0.001659033,0.009732353,0.00005802064,0.00001490082,0.00002195764,0.0000855441,0.00006053155,0.001472853],"genre_scores_gemma":[0.9885678,0.0007006559,0.009869013,0.00003208436,0.00001572364,0.00002341189,0.0001072033,0.00001556211,0.000668671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007405374,"threshold_uncertainty_score":0.001521528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2983239536","doi":"10.3389/fphy.2019.00172","title":"Measuring Absolute Cell Volume Using Quantitative-Phase Digital Holographic Microscopy and a Low-Cost, Open-Source, and 3D-Printed Flow Chamber","year":2019,"lang":"en","type":"article","venue":"Frontiers in Physics","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Excellence Research Chairs, Government of Canada; CMC Microsystems","keywords":"Digital holographic microscopy; Biomedical engineering; Materials science; Phase (matter); SIGNAL (programming language); Microscope; Refractive index; Microscopy; Optics; Computer science; Biological system; Chemistry; Optoelectronics; Physics; Medicine","authors":[{"name":"Erik Bélanger","is_ca":true},{"name":"Sébastien A. Lévesque","is_ca":true},{"name":"Émile Rioux-Péllerin","is_ca":true},{"name":"Pauline Lavergne","is_ca":true},{"name":"Pierre Marquet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.018360141322152,"gpt":0.2652174220506535,"spread":0.2468572807285015,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001354079,0.0008092163,0.0005898415,0.001042639,0.0003162086,0.00100253,0.00115566,0.0008446123,0.001462857],"category_scores_gemma":[0.001464486,0.0004995075,0.0005885154,0.0004404872,0.0007476787,0.000915996,0.0008879759,0.001031338,0.0006778952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007537988,"about_ca_system_score_gemma":0.00105214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005889806,"about_ca_topic_score_gemma":0.0009821245,"domain_scores_codex":[0.9984748,0.0001276289,0.0001089031,0.0003702827,0.0008369251,0.0000815075],"domain_scores_gemma":[0.9987729,0.0004862055,0.0002655752,0.0001853144,0.0002266095,0.00006337104],"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":[0.00004506475,0.00005152184,0.0003449965,0.000178612,0.000009734084,0.00004439436,0.00004389875,0.000737966,0.9800431,0.001160863,0.0002659451,0.01707391],"study_design_scores_gemma":[0.00001209599,0.0001084061,0.001485611,0.00002116561,0.00002549058,0.000255199,0.00001413389,0.009359693,0.9831699,0.0002210529,0.005274544,0.00005280672],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08981816,0.002548958,0.9002231,0.0002514458,0.0004367894,0.0004693949,0.0009371882,0.002179365,0.003135655],"genre_scores_gemma":[0.1951727,0.002444229,0.7967502,0.0002473817,0.0001434425,0.0009645896,0.0008591141,0.0002357644,0.003182578],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001462857,"threshold_uncertainty_score":0.00716114,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2340252305","doi":"10.3389/fchem.2016.00017","title":"Improved Tracking and Resolution of Bacteria in Holographic Microscopy Using Dye and Fluorescent Protein Labeling","year":2016,"lang":"en","type":"article","venue":"Frontiers in Chemistry","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Jet Propulsion Laboratory; McGill University; California Institute of Technology; Keck Institute for Space Studies; Gordon and Betty Moore Foundation","keywords":"Fluorescence; Microscopy; Fluorescence microscope; Bacteria; Resolution (logic); Fluorescent protein; Fluorescent labelling; Holography; Biophysics; Chemistry; Tracking (education); Materials science; Green fluorescent protein; Nanotechnology; Chromatography; Optics; Biology; Biochemistry; Computer science; Physics; Artificial intelligence","authors":[{"name":"Jay Nadeau","is_ca":true},{"name":"Yong Bin Cho","is_ca":true},{"name":"Jonas Kühn","is_ca":false},{"name":"K. M. Liewer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00660592438226711,"gpt":0.2275982603440562,"spread":0.2209923359617891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000590238,0.0004303316,0.000613376,0.0005743776,0.0002797105,0.001039172,0.000847041,0.0009332186,0.0007332762],"category_scores_gemma":[0.0008688234,0.000471184,0.0003353883,0.0006818917,0.0006632029,0.001092962,0.00114874,0.0008174817,0.0005985983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007604735,"about_ca_system_score_gemma":0.0005887906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001285195,"about_ca_topic_score_gemma":0.002027718,"domain_scores_codex":[0.9994957,0.00005547,0.00003698885,0.0001138552,0.0002323823,0.00006567279],"domain_scores_gemma":[0.9995689,0.0001592803,0.0001025944,0.00005829982,0.00007478496,0.00003615168],"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":[0.00002770923,0.00001290745,0.0002140149,0.00006449567,0.000002720291,0.00004228467,0.00004202641,0.0003495801,0.9928844,0.0006111049,0.00006013596,0.005688695],"study_design_scores_gemma":[0.00001252635,0.00004779056,0.001264147,0.000009534815,0.000007709608,0.0002019288,0.00002873968,0.005155382,0.9911281,0.0002761379,0.001854087,0.00001392023],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6596693,0.005167022,0.3250018,0.0007520884,0.0002295451,0.0001470779,0.0004105854,0.0009691141,0.007653442],"genre_scores_gemma":[0.5930916,0.002854151,0.39794,0.000356391,0.00005662125,0.00009518354,0.0003471494,0.0001259317,0.005132994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001285195,"threshold_uncertainty_score":0.005517721,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1968300528","doi":"10.1002/imic.200790157","title":"Digital In-line Holographic Microscopy","year":2007,"lang":"en","type":"article","venue":"Imaging & Microscopy","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Digital holographic microscopy; Holography; Microscopy; Line (geometry); Materials science; Optics; Digital holography; Physics; Mathematics; Geometry","authors":[{"name":"H. J. Kreuzer","is_ca":true},{"name":"M. H. Jericho","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005367392754578742,"gpt":0.2801711323031777,"spread":0.2748037395485989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002244288,0.0003004433,0.0003369086,0.0008712258,0.0002947384,0.0008890929,0.0009962986,0.0004489926,0.01861815],"category_scores_gemma":[0.0004501932,0.0002570922,0.0001974151,0.0006516261,0.0004053339,0.0008370956,0.0008914702,0.0005249022,0.005663626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004105213,"about_ca_system_score_gemma":0.0003937398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004486253,"about_ca_topic_score_gemma":0.0007343793,"domain_scores_codex":[0.9996608,0.00002571958,0.00001465628,0.00004420199,0.0002248207,0.00002970588],"domain_scores_gemma":[0.9996744,0.00005667643,0.00002613002,0.0001113591,0.0001013251,0.00003013788],"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":[0.0001827681,0.00009258431,0.0009191417,0.0008337747,0.00003570175,0.0002209852,0.0001739793,0.002384734,0.5743667,0.02936766,0.04516123,0.3462609],"study_design_scores_gemma":[0.00006724863,0.0001288854,0.001962344,0.00007944633,0.00004661092,0.001303194,0.00009872408,0.02450432,0.6066632,0.009126253,0.3559427,0.00007705551],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02998802,0.006731792,0.8325889,0.001236471,0.001065848,0.0004450798,0.004384446,0.007751178,0.1158084],"genre_scores_gemma":[0.2972485,0.009088916,0.5811523,0.0009901625,0.0004377898,0.0003578594,0.004141072,0.0004794926,0.1061039],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01861815,"threshold_uncertainty_score":0.06228399,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3209102928","doi":"10.1103/physrevlett.129.031102","title":"Distinguishing a Slowly Accelerating Black Hole by Differential Time Delays of Images","year":2022,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Perimeter Institute; University of Waterloo","funders":"HORIZON EUROPE Marie Sklodowska-Curie Actions; Natural Sciences and Engineering Research Council of Canada; Horizon 2020 Framework Programme; Iran Science Elites Federation; University of Guilan","keywords":"Physics; Differential (mechanical device); Black hole (networking); Classical mechanics; Computer science; Thermodynamics","authors":[{"name":"Amjad Ashoorioon","is_ca":false},{"name":"Mohammad Bagher Jahani Poshteh","is_ca":false},{"name":"Robert B. Mann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009343296395666938,"gpt":0.2605261883735489,"spread":0.2511828919778819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000148422,0.0002251599,0.0001187406,0.0004669732,0.0001605313,0.0005768479,0.0003429216,0.0002957278,0.001807664],"category_scores_gemma":[0.00107921,0.0001223639,0.0001203481,0.0002888751,0.0005783982,0.0007918714,0.000482852,0.0003230617,0.0001752523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000217705,"about_ca_system_score_gemma":0.0001412406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002944884,"about_ca_topic_score_gemma":0.0003312237,"domain_scores_codex":[0.9999487,0.000005507778,0.000002097701,0.00001794629,0.0000145573,0.00001116214],"domain_scores_gemma":[0.999559,0.00009646706,0.0001909931,0.00005162948,0.00004295778,0.00005887411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001074712,0.0000633016,0.01732551,0.0003024951,0.00005134931,0.001534589,0.0006389032,0.008957708,0.768465,0.1144102,0.001056921,0.08611929],"study_design_scores_gemma":[0.0001830814,0.0007790429,0.08297492,0.00008016423,0.0001394837,0.006006097,0.0008666039,0.1983848,0.6015809,0.08763744,0.0211543,0.000213309],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8812607,0.0004704614,0.1096406,0.0001371656,0.0001167993,0.00003204252,0.0001809904,0.0001462216,0.008015036],"genre_scores_gemma":[0.9788647,0.0002127428,0.01957241,0.0000250496,0.00003106984,0.00001133085,0.00005423023,0.00002223201,0.001206355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001807664,"threshold_uncertainty_score":0.006047249,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220675165","doi":"10.1364/oe.454533","title":"Quantitative phase and refractive index imaging of 3D objects via optical transfer function reshaping","year":2022,"lang":"en","type":"article","venue":"Optics Express","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"National Research Foundation of Korea","keywords":"Refractive index; Deconvolution; Optical transfer function; Phase-contrast imaging; Microscopy; Phase (matter); Point spread function; Spatial frequency; Phase retrieval; Interference microscopy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01289608179976836,"gpt":0.2775936947966506,"spread":0.2646976129968823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004840862,0.0007049147,0.0003189821,0.0008811392,0.0001907477,0.0006678658,0.0004809501,0.0005042211,0.0007845456],"category_scores_gemma":[0.0007735622,0.0004351373,0.0003813906,0.0005312989,0.0006251146,0.001087075,0.00068503,0.0005567773,0.000367222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003398045,"about_ca_system_score_gemma":0.000375227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003872976,"about_ca_topic_score_gemma":0.0008426259,"domain_scores_codex":[0.9997078,0.00005056936,0.00001353246,0.00005484019,0.0001451483,0.00002809561],"domain_scores_gemma":[0.9995616,0.0001755739,0.00009227652,0.0001017159,0.00005456072,0.00001425459],"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":[0.00005336061,0.00002886687,0.0003604378,0.00008115953,0.00001521185,0.00006754309,0.00004991465,0.006971107,0.95548,0.003623111,0.0001419415,0.03312729],"study_design_scores_gemma":[0.00001127109,0.00005545812,0.0009483505,0.000006758231,0.00001046507,0.0002665961,0.00001729907,0.0829594,0.9116135,0.002032285,0.002035488,0.00004316155],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.201966,0.0006004895,0.792652,0.00009561807,0.00004083803,0.00007078495,0.0003004326,0.0009237924,0.003350207],"genre_scores_gemma":[0.3815881,0.0007191352,0.615435,0.00005709555,0.00002235254,0.0001150152,0.0003281542,0.0001504385,0.001584706],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0008811392,"threshold_uncertainty_score":0.002624571,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2793264331","doi":"10.1016/j.ymeth.2018.02.001","title":"Sample and substrate preparation for exploring living neurons in culture with quantitative-phase imaging","year":2018,"lang":"en","type":"review","venue":"Methods","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Biological system; Microscopy; Holography; Digital holographic microscopy; Wavefront; Phase (matter); Substrate (aquarium); Nanotechnology; Phase imaging; Materials science; Biophysics; Chemistry; Physics; Optics; Biology","authors":[{"name":"Sébastien A. Lévesque","is_ca":true},{"name":"Jean-Michel Mugnès","is_ca":true},{"name":"Erik Bélanger","is_ca":true},{"name":"Pierre Marquet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1685725297356279,"gpt":0.4929255957821723,"spread":0.3243530660465445,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000681752,0.0009946389,0.0007433057,0.001639742,0.0002234089,0.0007359262,0.0009654348,0.0008578892,0.002540606],"category_scores_gemma":[0.00059539,0.0003683631,0.0002997835,0.001128381,0.0007564863,0.001282506,0.0006173057,0.001404263,0.001881492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004919507,"about_ca_system_score_gemma":0.001125104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005836472,"about_ca_topic_score_gemma":0.001606337,"domain_scores_codex":[0.9997212,0.00002459417,0.00003145065,0.00006229388,0.0001417569,0.00001876096],"domain_scores_gemma":[0.9997275,0.0001164033,0.00003826939,0.00002766327,0.0000750132,0.00001520971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004521296,0.00007882236,0.0003221976,0.0158387,0.0000453272,0.0002101004,0.00009066879,0.0004493757,0.1453625,0.0138375,0.01050456,0.8132151],"study_design_scores_gemma":[0.00001921838,0.0001242482,0.001352008,0.001423448,0.0001221831,0.001882718,0.000135177,0.0007228074,0.182085,0.008135768,0.8039371,0.00006047509],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.003555077,0.9073763,0.07195678,0.001053244,0.001330789,0.0001871467,0.0004844083,0.0002703608,0.01378581],"genre_scores_gemma":[0.01512316,0.9129334,0.06074689,0.0005004695,0.0004103464,0.0003264851,0.0006828356,0.000072059,0.009204349],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002540606,"threshold_uncertainty_score":0.008499205,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2788102064","doi":"10.3934/biophy.2018.1.36","title":"A machine learning algorithm for identifying and tracking bacteria in three dimensions using Digital Holographic Microscopy","year":2018,"lang":"en","type":"article","venue":"AIMS Biophysics","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"California Institute of Technology; Gordon and Betty Moore Foundation","keywords":"Holography; Microscopy; Computer science; Digital holographic microscopy; Speckle noise; Digital holography; Computer vision; Software; Artificial intelligence; Noise (video); Tracking (education); Speckle pattern; Optical microscope; Algorithm; Optics; Physics; Image (mathematics)","authors":[{"name":"Manuel Bedrossian","is_ca":false},{"name":"Marwan Elkholy","is_ca":true},{"name":"Daniel Neamati","is_ca":false},{"name":"Jay Nadeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02408313643914262,"gpt":0.2902535145016127,"spread":0.2661703780624701,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009425979,0.001001749,0.0008534436,0.000935815,0.0006559826,0.0008990232,0.001730372,0.001504972,0.002823912],"category_scores_gemma":[0.002966083,0.0005303416,0.0008431672,0.0009428397,0.0005086377,0.0009537943,0.001103052,0.001546702,0.002201597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00066542,"about_ca_system_score_gemma":0.001344497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005025757,"about_ca_topic_score_gemma":0.004514297,"domain_scores_codex":[0.9995593,0.00006956638,0.00003700433,0.000153882,0.0001436091,0.00003657095],"domain_scores_gemma":[0.9992769,0.0003631916,0.00006600181,0.00006627759,0.0001961939,0.00003141034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001361686,0.0001354077,0.001238862,0.0001468117,0.00009096412,0.0001385551,0.00008087546,0.2652806,0.01257164,0.006374214,0.006560535,0.7072454],"study_design_scores_gemma":[0.00001471657,0.0000329098,0.0002183282,0.00001237563,0.000007977566,0.00005659265,0.000008808626,0.9907761,0.003798429,0.002857942,0.002204646,0.00001118884],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003216068,0.0001187266,0.9939656,0.0000783852,0.00003466302,0.0000446067,0.00008735633,0.001882139,0.0005726272],"genre_scores_gemma":[0.03349933,0.0001361941,0.9635036,0.00009111677,0.00002766656,0.0002532419,0.0003525576,0.0001216601,0.002014789],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005025757,"threshold_uncertainty_score":0.009992957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052440066","doi":"10.1364/ao.45.000821","title":"Digital holography--coherent optics of the 21st century: introduction","year":2006,"lang":"en","type":"article","venue":"Applied Optics","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Citation; Holography; Optics; Computer science; Digital holography; Physics; Telecommunications; Computer graphics (images); World Wide Web","authors":[{"name":"Ting‐Chung Poon","is_ca":false},{"name":"Toyohiko Yatagai","is_ca":false},{"name":"Werner Jüptner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003421457382910951,"gpt":0.1896087284163141,"spread":0.1861872710334032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006899451,0.0003731046,0.0003013139,0.001422027,0.0005299877,0.002145318,0.0004897506,0.001706221,0.009192065],"category_scores_gemma":[0.0007853003,0.000226667,0.0002024276,0.00164155,0.001498223,0.003115764,0.001195859,0.001517082,0.00194242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001219613,"about_ca_system_score_gemma":0.0009359359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136501,"about_ca_topic_score_gemma":0.001956842,"domain_scores_codex":[0.9997119,0.00004300342,0.00002379393,0.00004063549,0.0001439059,0.00003665633],"domain_scores_gemma":[0.9995667,0.0001734375,0.00002572957,0.00002423125,0.0001521192,0.00005774068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006160674,0.0001012729,0.0005990303,0.001830221,0.00001567785,0.0001740313,0.0004215298,0.0006490418,0.00323921,0.2130157,0.2761976,0.5036951],"study_design_scores_gemma":[0.000003706151,0.00003080642,0.000579639,0.0002132705,0.000001891639,0.0002147576,0.0001041589,0.000162579,0.0002819946,0.01594696,0.9824514,0.000008902116],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002593386,0.7967041,0.01687784,0.02919842,0.03581651,0.000141568,0.0002060302,0.0001341233,0.118328],"genre_scores_gemma":[0.03333675,0.6852764,0.01443556,0.01969294,0.05409538,0.0001468389,0.0003949843,0.0001340741,0.192487],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009192065,"threshold_uncertainty_score":0.03075057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2019118674","doi":"10.1364/oe.18.027036","title":"Packed domain Rayleigh-Sommerfeld wavefield propagation for large targets","year":2010,"lang":"en","type":"article","venue":"Optics Express","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Fourier transform; Convolution (computer science); Optics; Fast Fourier transform; Kernel (algebra); Pointwise; Scalar (mathematics); Frequency domain; Algorithm; Discrete-time Fourier transform; Computer science; Fourier analysis; Physics; Mathematical analysis; Mathematics; Short-time Fourier transform; Geometry; Artificial intelligence","authors":[{"name":"Andreas Wuttig","is_ca":false},{"name":"Mario Kanka","is_ca":false},{"name":"H. J. Kreuzer","is_ca":true},{"name":"Rainer Riesenberg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006929547630851862,"gpt":0.2443653375481551,"spread":0.2374357899173033,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000223843,0.0004719163,0.000283129,0.0003255407,0.0003095162,0.0006845372,0.0006755852,0.0005222741,0.002937856],"category_scores_gemma":[0.0007155174,0.0002338498,0.0002671283,0.000429516,0.0003090361,0.001036696,0.0005754151,0.0006239295,0.001235093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003969158,"about_ca_system_score_gemma":0.0006282697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008840903,"about_ca_topic_score_gemma":0.001916644,"domain_scores_codex":[0.9999089,0.00001232818,0.000005652537,0.0000125287,0.00005195256,0.000008608329],"domain_scores_gemma":[0.9996541,0.0001422888,0.00003133932,0.00007793387,0.00007424094,0.00002013548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003259983,0.0001485545,0.0009943076,0.0001980348,0.00003780267,0.0003070534,0.0002974142,0.2051869,0.2656271,0.08299559,0.003241659,0.4406396],"study_design_scores_gemma":[0.0000192933,0.00005059149,0.0001563842,0.000004256915,0.000003982469,0.0001472313,0.00002549126,0.9257634,0.06293891,0.008532871,0.00234403,0.00001367283],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01585487,0.00003199377,0.9825208,0.00004068605,0.00001414243,0.00001957597,0.00002454192,0.0003928729,0.001100442],"genre_scores_gemma":[0.09190284,0.00007195164,0.9051238,0.00002292583,0.000008407552,0.00004792958,0.0001045923,0.0000730873,0.002644504],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002937856,"threshold_uncertainty_score":0.009828091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2964908797","doi":"10.1364/boe.10.004369","title":"Simple adaptive mobile phone screen illumination for dual phone differential phase contrast (DPDPC) microscopy","year":2019,"lang":"en","type":"article","venue":"Biomedical Optics Express","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Defense Advanced Research Projects Agency; Ministry of Science and Technology of the People's Republic of China","keywords":"Phone; Computer science; Contrast (vision); Mobile phone; Optics; Lens (geology); Phase (matter); Micrometer; Computer vision; Telecommunications; Physics","authors":[{"name":"Sara Kheireddine","is_ca":true},{"name":"Zachary J. Smith","is_ca":false},{"name":"Dan V. Nicolau","is_ca":true},{"name":"Sebastian Wachsmann‐Hogiu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009712055534346136,"gpt":0.2793794761603076,"spread":0.2696674206259614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001174133,0.0003665266,0.0002640641,0.0003135695,0.0002042384,0.0004589746,0.0006267163,0.0004849535,0.003202223],"category_scores_gemma":[0.0003893833,0.0002483743,0.0001759594,0.0002618396,0.0002223031,0.0002875962,0.0006297514,0.0005926744,0.001397115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002539391,"about_ca_system_score_gemma":0.0002404202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003704445,"about_ca_topic_score_gemma":0.0008976887,"domain_scores_codex":[0.9998106,0.00002083377,0.000009353533,0.00005519351,0.00008181894,0.00002229768],"domain_scores_gemma":[0.9998196,0.00005078356,0.00002282024,0.00004191712,0.00004231265,0.00002263473],"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":[0.00005157185,0.00003356481,0.0002891279,0.00006570367,0.000003443654,0.00009468189,0.00001545489,0.0002229422,0.9815997,0.0006106387,0.0007380996,0.01627505],"study_design_scores_gemma":[0.00003056313,0.0002052019,0.002269458,0.000009929629,0.00001167561,0.0008695097,0.00001881308,0.01517578,0.9700245,0.0003432636,0.0110077,0.00003370291],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3796253,0.001213464,0.6002327,0.0005528742,0.0004247842,0.000631051,0.0008312264,0.002502794,0.01398577],"genre_scores_gemma":[0.4161862,0.0005903219,0.5768961,0.000378697,0.00005000424,0.0004212649,0.000383935,0.0001545256,0.004938954],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003202223,"threshold_uncertainty_score":0.0107125,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4308994165","doi":"10.1364/boe.465066","title":"High-fidelity optical diffraction tomography of live organisms using iodixanol refractive index matching","year":2022,"lang":"en","type":"article","venue":"Biomedical Optics Express","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"Ministry of Science and ICT, South Korea; Korea Advanced Institute of Science and Technology; National Research Foundation of Korea","keywords":"Optics; Refractive index; Contrast (vision); Fidelity; Materials science; Iodixanol; Biological imaging; Computer science; Physics; Contrast medium; Medicine; Radiology","authors":[{"name":"Dohyeon Lee","is_ca":true},{"name":"Moosung Lee","is_ca":true},{"name":"Haechan Kwak","is_ca":true},{"name":"Young Seo Kim","is_ca":true},{"name":"Jaehyu Shim","is_ca":true},{"name":"Jik Han Jung","is_ca":true},{"name":"Wei-sun Park","is_ca":true},{"name":"Ji‐Ho Park","is_ca":true},{"name":"Sumin Lee","is_ca":false},{"name":"YongKeun Park","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009848659824959704,"gpt":0.2548368368150972,"spread":0.2449881769901375,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005145753,0.0004057058,0.0002938224,0.0004549564,0.0002224957,0.0006599447,0.000578878,0.0004656195,0.0007055602],"category_scores_gemma":[0.0007264432,0.000331423,0.0002770194,0.0005000436,0.0004986486,0.0008020619,0.0009275494,0.0007635709,0.0002498878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006646978,"about_ca_system_score_gemma":0.0007498597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001581082,"about_ca_topic_score_gemma":0.002453033,"domain_scores_codex":[0.9997488,0.00002749474,0.00001955516,0.00005410414,0.0001194243,0.00003066663],"domain_scores_gemma":[0.9996,0.0001153681,0.0001242741,0.00007433979,0.00005811274,0.00002782661],"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":[0.00003809574,0.00001685762,0.0005135752,0.00007160672,0.000006263779,0.0000886143,0.0000390319,0.001698663,0.9897602,0.001320707,0.0001172022,0.006329126],"study_design_scores_gemma":[0.00001380677,0.0000543858,0.001251669,0.00001527314,0.000009747917,0.0003333298,0.00003026442,0.02179224,0.9737973,0.0004042224,0.002273511,0.00002422835],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4683917,0.001191541,0.5225533,0.0003264535,0.00007321477,0.0001333317,0.0006011836,0.0009892463,0.005740088],"genre_scores_gemma":[0.5458962,0.00119616,0.449312,0.0001071372,0.00001853019,0.0001076054,0.0004203522,0.0001357604,0.002806235],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001581082,"threshold_uncertainty_score":0.004822731,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2323343671","doi":"10.1021/cg400664q","title":"Measurement of Two-Dimensional Crystal Shape Using Digital Holography","year":2013,"lang":"en","type":"article","venue":"Crystal Growth & Design","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"U.S. Food and Drug Administration; Nanyang Technological University","keywords":"Holography; Digital holography; Digital holographic microscopy; Optics; Materials science; Crystal (programming language); Volume (thermodynamics); Crystallization; Focus (optics); Measure (data warehouse); Computer science; Chemistry; Physics","authors":[{"name":"Taslima Khanam","is_ca":false},{"name":"Arvind Rajendran","is_ca":true},{"name":"Vinay Kariwala","is_ca":false},{"name":"Anand Asundi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02641359425692073,"gpt":0.2375049274347508,"spread":0.2110913331778301,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002380373,0.0002596041,0.0003267633,0.000778109,0.0002721424,0.0006261136,0.0006406026,0.0003258245,0.00103646],"category_scores_gemma":[0.0006952944,0.000288847,0.00015882,0.0005251897,0.0003990183,0.0005006829,0.0006104422,0.0004371447,0.0004000551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005071488,"about_ca_system_score_gemma":0.000552752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001361567,"about_ca_topic_score_gemma":0.002631693,"domain_scores_codex":[0.9995843,0.00002548867,0.00001881465,0.0000674035,0.0002821669,0.00002186429],"domain_scores_gemma":[0.999505,0.0001555655,0.00008397176,0.0000868062,0.0001343627,0.00003419337],"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":[0.00005264756,0.00002767794,0.001080967,0.0001059978,0.000006883134,0.00004276569,0.00003361113,0.0004423848,0.9610361,0.0006017999,0.0002029434,0.03636624],"study_design_scores_gemma":[0.00001620069,0.0001010832,0.004103516,0.000007282912,0.00001005012,0.0002784939,0.00003184925,0.01532104,0.9774773,0.0002205141,0.002399904,0.00003291306],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4090591,0.00202109,0.5756029,0.0002010189,0.0002059965,0.0002661007,0.001498663,0.00179011,0.009354961],"genre_scores_gemma":[0.7032132,0.001125408,0.2905482,0.00009528311,0.00003287179,0.0001715742,0.0004986716,0.00007680316,0.004237972],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001361567,"threshold_uncertainty_score":0.003679633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}