{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":10,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":10,"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":"c5f2f597e0ae","filters":{"venue":"Instrumentation Science & Technology"}},"results":[{"id":"W2035782450","doi":"10.1081/ci-100100965","title":"VACUUM ULTRAVIOLET AND EXTREME ULTRAVIOLET LASERS: PRINCIPLES, INSTRUMENTATION, AND APPLICATIONS","year":2000,"lang":"en","type":"article","venue":"Instrumentation Science & Technology","topic":"Laser-Matter Interactions and Applications","field":"Physics and Astronomy","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"","keywords":"Extreme ultraviolet; Ultraviolet; Spectroscopy; Laser; Ionization; Mass spectrometry; Vacuum ultraviolet; Fluorescence spectroscopy; Optics; Materials science; Instrumentation (computer programming); Optoelectronics; Atomic physics; Physics; Fluorescence; Ion; Computer science; Astronomy","authors":[{"name":"R. H. Lipson","is_ca":true},{"name":"S. S. Dimov","is_ca":true},{"name":"P. Wang","is_ca":true},{"name":"Yujun Shi","is_ca":true},{"name":"Dong Mao","is_ca":true},{"name":"X. K. Hu","is_ca":true},{"name":"J. A. Vanstone","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01597248904456309,"gpt":0.2780286001954245,"spread":0.2620561111508614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001369098,0.0001627549,0.0001354315,0.0003891328,0.000670611,0.0001937196,0.0002769972,0.00005166414,0.0007719189],"category_scores_gemma":[0.000003117443,0.0001615881,0.00002263024,0.001115798,0.0008831321,0.0006713469,0.00005806385,0.0001597628,0.0001065136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005069071,"about_ca_system_score_gemma":0.00007789386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001195604,"about_ca_topic_score_gemma":0.00000985696,"domain_scores_codex":[0.9986572,0.00001358041,0.0003422655,0.0005182198,0.0001836906,0.0002850593],"domain_scores_gemma":[0.9993118,0.00002604289,0.0001312964,0.0003292634,0.00009249847,0.000109118],"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":[0.000008429266,0.0002222779,0.1247999,0.000008475456,0.00002515943,4.231123e-7,0.0003485009,0.00004100022,0.0501426,0.1283121,0.0001184599,0.6959726],"study_design_scores_gemma":[0.004708485,0.0003781844,0.176487,0.0001529607,0.0002020826,0.000219458,0.02053255,0.002267382,0.3138245,0.1285007,0.3508515,0.001875118],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856788,0.00001332976,0.00634751,0.001780185,0.00003906581,0.0005136058,0.00008325119,0.0001172303,0.005427055],"genre_scores_gemma":[0.9955082,0.00003519549,0.003110773,0.0002002672,0.00005022804,0.0005130625,0.00006137414,0.0000111832,0.0005097232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6940975,"threshold_uncertainty_score":0.845197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052404112","doi":"10.1080/10739140701436520","title":"Planar Drift Tube for Ion Mobility Spectrometry","year":2007,"lang":"en","type":"article","venue":"Instrumentation Science & Technology","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Ion-mobility spectrometry; Drift tube; Mass spectrometry; Ion; Planar; Ion-mobility spectrometry–mass spectrometry; Materials science; Tube (container); Chemistry; Computer science; Analytical Chemistry (journal); Chromatography; Tandem mass spectrometry; Computer graphics (images); Selected reaction monitoring; Composite material; Organic chemistry","authors":[{"name":"Gary A. Eiceman","is_ca":false},{"name":"H. Schmidt","is_ca":false},{"name":"Jaime E. Rodriguez","is_ca":false},{"name":"Corey R. White","is_ca":false},{"name":"Evgeny V. Krylov","is_ca":false},{"name":"John A. Stone","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01476717884927258,"gpt":0.3149276259198107,"spread":0.3001604470705381,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005905342,0.0001415644,0.0001537312,0.001027521,0.0003972285,0.00005268851,0.0006680965,0.0001836855,0.0006603596],"category_scores_gemma":[0.0001511081,0.0001446097,0.00005402227,0.002811649,0.0007715696,0.0002383455,0.0000731748,0.00020118,0.00001748918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003803023,"about_ca_system_score_gemma":0.00008925345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002008293,"about_ca_topic_score_gemma":0.00001747234,"domain_scores_codex":[0.9982206,0.000002365455,0.0003710027,0.0005613158,0.0003265265,0.0005181889],"domain_scores_gemma":[0.998987,0.00006265863,0.000167064,0.0005571733,0.0001374261,0.00008865388],"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":[0.00001151475,0.00008118773,0.008629267,0.00001226552,0.000003673283,7.173481e-7,0.00002465096,5.426477e-7,0.7600695,0.2113987,0.00006634365,0.01970161],"study_design_scores_gemma":[0.0002791042,0.00007726398,0.001874467,0.000007266449,0.000007227478,0.00002448289,0.0006504561,0.00008978786,0.907405,0.08191051,0.007522869,0.0001515501],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8998139,0.00001839637,0.0748024,0.001257158,0.00008923053,0.0003108892,0.00002776972,0.0007228021,0.02295745],"genre_scores_gemma":[0.9576155,0.000009312022,0.0418953,0.00007600297,0.00005593258,0.0001446754,0.00002007976,0.00001155394,0.0001716365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1473355,"threshold_uncertainty_score":0.7230475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022938358","doi":"10.1080/10739149.2012.673199","title":"ALGAE DETECTION AND SHIP'S BALLAST WATER ANALYSIS BY A MICROFLUIDIC LAB-ON-CHIP DEVICE","year":2012,"lang":"en","type":"article","venue":"Instrumentation Science & Technology","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Ballast; Algae; Lab-on-a-chip; Chip; Microfluidics; Chlorella vulgaris; Environmental science; Pulp and paper industry; Materials science; Nanotechnology; Electrical engineering; Biology; Engineering; Ecology","authors":[{"name":"Yongxin Song","is_ca":false},{"name":"Jizhe Wang","is_ca":false},{"name":"Jiandong Yang","is_ca":false},{"name":"Yanbin Wu","is_ca":false},{"name":"Nan Li","is_ca":false},{"name":"Ning Gong","is_ca":false},{"name":"Xinxiang Pan","is_ca":false},{"name":"Yeqing Sun","is_ca":false},{"name":"Dongqing Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008864796735868733,"gpt":0.2353312828038621,"spread":0.2264664860679933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005229501,0.0001384708,0.0001451301,0.0006070105,0.0005200261,0.00004755015,0.0003119317,0.000125608,0.001749287],"category_scores_gemma":[0.0000702038,0.0001101867,0.00003130276,0.002104701,0.00173992,0.0007325676,0.0003165611,0.0001556357,0.0005208915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002167382,"about_ca_system_score_gemma":0.000008354574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001263911,"about_ca_topic_score_gemma":0.0001866105,"domain_scores_codex":[0.998571,0.00003696991,0.0002057227,0.0004144186,0.0002615464,0.000510308],"domain_scores_gemma":[0.9995406,0.00002743354,0.00007506566,0.0002351433,0.00001769463,0.000104041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000006719512,0.00003754504,0.5004866,0.000001049817,0.00001583149,3.842823e-7,0.0002111391,0.000004295399,0.4852363,0.0002593076,0.0001862661,0.01355466],"study_design_scores_gemma":[0.0002081863,0.000124118,0.2539615,0.000001329427,0.00004984866,0.00001858341,0.0005426271,0.00006931252,0.7333879,0.0003890934,0.01109284,0.0001546265],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932924,0.0000408423,0.0006397654,0.00122604,0.0001772278,0.00014679,0.000003197363,0.00008215409,0.004391562],"genre_scores_gemma":[0.9987232,0.0000443461,0.0002680782,0.0006397474,0.00001444985,0.0000365268,0.000005784103,0.000005485356,0.000262396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2481516,"threshold_uncertainty_score":0.9991633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964607863","doi":"10.1081/ci-200066205","title":"Evaluation of Halogen‐Specific Detector (XSD<sup>TM</sup>) for Trace Analysis of Chlorinated Fatty Acids in Fish","year":2005,"lang":"en","type":"article","venue":"Instrumentation Science & Technology","topic":"Analytical Chemistry and Chromatography","field":"Chemistry","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Environment and Climate Change Canada; University of Toronto","funders":"U.S. Forest Service; University of Toronto; Alberta-Pacific Forest Industries","keywords":"Halogen; Chemistry; Detector; Detection limit; Analyte; Gas chromatography; Flame ionization detector; Ionization; Organic chemistry; Chromatography; Ion; Computer science","authors":[{"name":"Wenshan Zhuang","is_ca":true},{"name":"A. Bruce McKague","is_ca":true},{"name":"Douglas W. Reeve","is_ca":true},{"name":"John H. Carey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02961669697820463,"gpt":0.3107963863039522,"spread":0.2811796893257476,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009013484,0.0001392757,0.000326913,0.001292914,0.00008373977,0.00001607368,0.0005055263,0.0002163434,0.0004551618],"category_scores_gemma":[0.0002842511,0.000145623,0.0001427383,0.0059516,0.0009248938,0.000257424,0.00005047315,0.0001320989,0.000001723627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002681636,"about_ca_system_score_gemma":0.0001489375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001052527,"about_ca_topic_score_gemma":0.00004721733,"domain_scores_codex":[0.9979017,0.00001430081,0.000611688,0.0004420406,0.0007393405,0.0002909196],"domain_scores_gemma":[0.9986258,0.00005942809,0.0003028871,0.000394007,0.0005684564,0.00004946203],"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":[0.00004502011,0.0002043604,0.07073461,0.00004111287,0.0001350331,4.929456e-7,0.000287454,0.004873812,0.8810191,0.0006165844,0.00000520525,0.04203722],"study_design_scores_gemma":[0.0009465996,0.00003510055,0.007290642,0.00001541686,0.0003302389,0.000002340169,0.001575054,0.06604695,0.9228241,0.0006746437,0.0001352772,0.000123616],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997752,0.00004536387,0.0009866043,0.000215175,0.00001303358,0.0001397414,0.00006923002,0.00005454133,0.0007242965],"genre_scores_gemma":[0.9984448,0.00001445228,0.00138705,0.0000110903,0.00001159428,0.00007815556,0.00003464474,0.000006523223,0.00001171057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06344397,"threshold_uncertainty_score":0.5938334,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084312210","doi":"10.1080/10739140601000616","title":"Construction and Evaluation of a Low Cost Interface for the Determination of Elemental Speciation by Gas Chromatography Coupled to Inductively Coupled Plasma Mass Spectrometry (GC‐ICP‐MS)","year":2006,"lang":"en","type":"article","venue":"Instrumentation Science & Technology","topic":"Marine Biology and Environmental Chemistry","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; British Geological Survey; National Research Council Canada; Government of the United Kingdom","keywords":"Chemistry; Inductively coupled plasma mass spectrometry; Injector; Chromatography; Isotope dilution; Mass spectrometry; Analyte; Gas chromatography; Analytical Chemistry (journal); Inductively coupled plasma; Argon; Gas chromatography–mass spectrometry; Certified reference materials; Detection limit; Plasma","authors":[{"name":"Michael J. Watts","is_ca":false},{"name":"Alex W. Kim","is_ca":false},{"name":"Daniel S. Vidler","is_ca":false},{"name":"Richard O. Jenkins","is_ca":false},{"name":"John F. Hall","is_ca":false},{"name":"Chris F. Harrington","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007455442713316474,"gpt":0.2462323012641546,"spread":0.2387768585508381,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004463475,0.0001079038,0.0001279663,0.0003898178,0.0001036117,0.00001447798,0.0001593998,0.00009906252,0.00003744942],"category_scores_gemma":[0.00004731699,0.0001019185,0.00002196942,0.0007999124,0.0006691006,0.0002006581,0.00003581835,0.0000732413,0.00000115224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000242802,"about_ca_system_score_gemma":0.00002446855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002028402,"about_ca_topic_score_gemma":0.0000264699,"domain_scores_codex":[0.9990548,0.00001074265,0.0003100094,0.0002101739,0.000256038,0.0001582188],"domain_scores_gemma":[0.9995497,0.00004292876,0.0001706833,0.0001244565,0.0000913082,0.00002088672],"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":[0.00002179479,0.00002134973,0.02296351,0.00002034843,0.00001039776,2.622659e-8,0.00004104831,0.0008324074,0.9518764,0.0001905593,0.00001065773,0.0240115],"study_design_scores_gemma":[0.00078885,0.00008095543,0.01390342,0.00001326661,0.00003042106,0.00001048483,0.0007345746,0.1011001,0.8823341,0.0008769319,0.00003480384,0.00009208536],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9440836,0.0000373094,0.05482759,0.00008628338,0.0001381143,0.0006467518,0.00002870464,0.00004057063,0.0001110541],"genre_scores_gemma":[0.9931119,0.00002551717,0.006677168,0.000004404717,0.00001423262,0.0001270196,0.0000299321,0.000006888466,0.000002943003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1002677,"threshold_uncertainty_score":0.4156116,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039030110","doi":"10.1080/10739149.2013.869756","title":"SPECIATION OF SULFIDES AND CYANICIDES IN THE CYANIDATION OF PRECIOUS METAL BEARING ORES USING CAPILLARY ELECTROPHORESIS—A REVIEW","year":2013,"lang":"en","type":"article","venue":"Instrumentation Science & Technology","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":6,"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":"Gold cyanidation; Capillary electrophoresis; Cyanide; Sulfide; Chemistry; Sulfur; Electrophoresis; Genetic algorithm; Chromatography; Inorganic chemistry; Organic chemistry; Ecology","authors":[{"name":"Fariba Safizadeh","is_ca":true},{"name":"Faı̈çal Larachi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009470860209926865,"gpt":0.2427372683421009,"spread":0.233266408132174,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003402224,0.00008364231,0.0001629555,0.0004711227,0.00007000173,0.00001699142,0.0002572397,0.0000499824,0.00002386791],"category_scores_gemma":[0.00006201311,0.0000688383,0.00001841835,0.001708949,0.0003225451,0.0002796666,0.00003258955,0.00008726837,0.00000211839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007558092,"about_ca_system_score_gemma":0.00004451665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000108635,"about_ca_topic_score_gemma":0.00001278773,"domain_scores_codex":[0.9990722,0.00002273357,0.0003752396,0.0001530759,0.0002109816,0.0001658006],"domain_scores_gemma":[0.999528,0.00002915031,0.0001272427,0.0001995041,0.000101683,0.00001442118],"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":[8.316956e-7,0.000009818259,0.003358902,0.00006356382,0.000005394018,1.084278e-7,0.0001363,0.00002974883,0.9854603,0.00297696,0.00006796119,0.007890084],"study_design_scores_gemma":[0.000111084,0.00005345969,0.01893568,0.0001053914,0.00002271178,0.00002427698,0.0005917649,0.001145288,0.9759913,0.0028237,0.0001125923,0.00008271207],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977358,0.02119931,0.0006631758,0.0001914035,0.0000189354,0.0004267587,0.000001338816,0.00002982149,0.0001112205],"genre_scores_gemma":[0.9401439,0.05926771,0.0004999887,0.0000293442,0.000005280669,0.00004336009,0.000003551063,0.000005924375,9.610127e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03806841,"threshold_uncertainty_score":0.2807145,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002823602","doi":"10.1080/10739149.2012.673192","title":"AUGMENTED FAST ORTHOGONAL SEARCH/KALMAN FILTERING (FOS/KF) POSITIONING AND ORIENTATION SOLUTION USING MEMS-BASED INERTIAL NAVIGATION SYSTEM (INS) IN DRILLING APPLICATIONS","year":2012,"lang":"en","type":"article","venue":"Instrumentation Science & Technology","topic":"Inertial Sensor and Navigation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Military College of Canada; Queen's University","funders":"","keywords":"Kalman filter; Microelectromechanical systems; Inertial navigation system; Orientation (vector space); Computer science; Process (computing); Inertial frame of reference; Inertial measurement unit; Control theory (sociology); Simulation; Artificial intelligence; Materials science; Mathematics; Physics","authors":[{"name":"Rong Li","is_ca":false},{"name":"Ali Massoud","is_ca":true},{"name":"Jacques Georgy","is_ca":true},{"name":"Umar Iqbal","is_ca":true},{"name":"Jianhui Zhao","is_ca":false},{"name":"Aboelmagd Noureldin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01491110020855752,"gpt":0.2750611911034114,"spread":0.2601500908948539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005479459,0.0001611899,0.0001440303,0.001157127,0.0004801185,0.00008861336,0.000139592,0.0001341998,0.000006985271],"category_scores_gemma":[0.00001395148,0.0001879878,0.00002236975,0.002257516,0.0002801438,0.001247831,0.00004448709,0.0002048971,0.000008118795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008502741,"about_ca_system_score_gemma":0.00004938723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007688184,"about_ca_topic_score_gemma":0.000009723298,"domain_scores_codex":[0.9984274,0.00003172443,0.000434708,0.0002881755,0.0003606071,0.0004574111],"domain_scores_gemma":[0.9995058,0.00001885778,0.0001015335,0.0001597432,0.0001277665,0.00008625365],"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":[0.00001021524,0.00002271859,0.0160274,0.0000598279,0.000004807704,9.929842e-7,0.0005156978,0.06150825,0.8986477,0.002552327,2.968027e-7,0.02064974],"study_design_scores_gemma":[0.0005450332,0.000032742,0.00702508,0.0001503786,0.0000151084,0.00004790821,0.001454372,0.5241086,0.4663558,0.00004928713,0.00001612659,0.0001995648],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7697855,0.00004796993,0.2290967,0.00004019449,0.0002459502,0.0003817211,0.000006662343,0.000307116,0.00008825657],"genre_scores_gemma":[0.9923568,0.000004270433,0.007323975,0.00001470843,0.00008142296,0.0001006642,0.0000975181,0.00001941477,0.000001207738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4626004,"threshold_uncertainty_score":0.7665918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014293150","doi":"10.1080/10739140600605340","title":"1‐Pyrenemethanol, a Useful Fluorometric Reagent for the Detection and Determination of Carboxylic Acids in Atmospheric Samples","year":2006,"lang":"en","type":"article","venue":"Instrumentation Science & Technology","topic":"Analytical Chemistry and Chromatography","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University","funders":"Health Canada","keywords":"Derivatization; Reagent; Chemistry; Chromatography; Detection limit; Dichloromethane; High-performance liquid chromatography; Acetonitrile; Solvent; Carboxylic acid; Resolution (logic); Organic chemistry","authors":[{"name":"Lisandra Cubero‐Herrera","is_ca":true},{"name":"Robert D. Guy","is_ca":true},{"name":"Louis Ramaley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01362291252734766,"gpt":0.262079755239266,"spread":0.2484568427119184,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002263115,0.00009437671,0.0001246659,0.000237236,0.0001524587,0.00002777254,0.0002445862,0.0001154206,0.00002983242],"category_scores_gemma":[0.0001750957,0.00007861696,0.00003634723,0.003136541,0.0008429748,0.0001578364,0.00005266361,0.00008633031,3.726755e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009177649,"about_ca_system_score_gemma":0.0000415808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001040888,"about_ca_topic_score_gemma":0.00006164581,"domain_scores_codex":[0.9990143,0.000004998239,0.000292925,0.0002765961,0.0002113539,0.0001998289],"domain_scores_gemma":[0.9994162,0.000115061,0.000159027,0.0001975711,0.00009105293,0.00002107662],"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":[0.00001288116,0.00004057934,0.08058456,0.0000414542,0.000004247591,5.1257e-7,0.00004320193,0.00001613705,0.8080386,0.0006563842,6.200049e-7,0.1105608],"study_design_scores_gemma":[0.0004376672,0.00004547726,0.02210025,0.00001562505,0.00002313709,0.0000160086,0.0008442631,0.005844494,0.9662545,0.004159234,0.0001659226,0.00009341173],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832458,0.0001532837,0.01593901,0.0001182301,0.00002809404,0.0001069001,0.000005385157,0.00004767494,0.0003556495],"genre_scores_gemma":[0.9964228,0.00003757084,0.003406654,0.000008330452,0.00001282505,0.00008345015,0.000003203851,0.000005310268,0.00001982413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1582159,"threshold_uncertainty_score":0.3205906,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2000638274","doi":"10.1081/ci-100100971","title":"TWO-DIMENSIONAL CHROMATOGRAPHIC ARRAY DETECTOR USING LASER INDUCED FLUORESCENCE WITH AUTORANGING","year":2000,"lang":"en","type":"article","venue":"Instrumentation Science & Technology","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":1,"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; Dalhousie University","keywords":"Detector; Anthracene; Detection limit; Laser; Fluorescence; Optics; Wavelength; Spectral line; Dynamic range; Linear range; Laser-induced fluorescence; Materials science; Fluorescence spectroscopy; Analytical Chemistry (journal); Chemistry; Physics; Chromatography; Photochemistry","authors":[{"name":"Louis Ramaley","is_ca":true},{"name":"J. Larry Campbell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01124260153070281,"gpt":0.2502284736154709,"spread":0.2389858720847681,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006343085,0.0002082164,0.0001752342,0.0007927363,0.0003029497,0.0000600317,0.0004824257,0.0001384088,0.0000962885],"category_scores_gemma":[0.00002986017,0.0001902332,0.00002517032,0.003867716,0.00111168,0.000589792,0.00003768483,0.0002995638,0.00002752405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002415496,"about_ca_system_score_gemma":0.00002925148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001718048,"about_ca_topic_score_gemma":0.000007605348,"domain_scores_codex":[0.9984282,0.000005647098,0.0002388816,0.0004086643,0.0003827698,0.0005358401],"domain_scores_gemma":[0.9994398,0.00001785073,0.00005238727,0.0003573828,0.00006663756,0.00006597801],"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":[0.000005759075,0.000008517782,0.0008709643,0.000004281927,0.000006196801,0.000006389949,0.0000235816,0.01635328,0.9312674,0.00008976244,0.000001381165,0.05136253],"study_design_scores_gemma":[0.0003942173,0.0000508922,0.0002030491,0.00004341011,0.000007321859,0.00009921814,0.0001841371,0.01828288,0.979574,0.0008696158,0.00004574901,0.0002455377],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964311,0.00001758022,0.0006002096,0.00007967715,0.00009499519,0.0001740043,0.000003350909,0.002242688,0.000356388],"genre_scores_gemma":[0.9625933,0.000005019689,0.03730482,0.00002807141,0.00001241357,0.00002401111,0.000001599839,0.0000246102,0.000006216643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.051117,"threshold_uncertainty_score":0.7757485,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4395463515","doi":"10.1080/10739149.2024.2344713","title":"DIY peristaltic perfusion pump and rotarod apparatuses from common and recycled materials","year":2024,"lang":"en","type":"article","venue":"Instrumentation Science & Technology","topic":"Advanced materials and composites","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University","funders":"","keywords":"Peristaltic pump; Peristalsis; Perfusion; Biomedical engineering; Medicine; Process engineering; Mechanical engineering; Physical medicine and rehabilitation; Engineering; Internal medicine","authors":[{"name":"Mohammed S. M. Almuslehi","is_ca":false},{"name":"Jens R. Coorssen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006096553681361102,"gpt":0.2489450016852024,"spread":0.2428484480038413,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007247073,0.0001002745,0.0001274842,0.0002724149,0.0001353829,0.0002442645,0.0001077797,0.000060138,0.00004331597],"category_scores_gemma":[0.000008125294,0.00009171435,0.000005785374,0.0003660128,0.0003590086,0.000392982,0.00009412092,0.00005084809,0.000008937001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003980368,"about_ca_system_score_gemma":0.00001160978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003685103,"about_ca_topic_score_gemma":0.00001085588,"domain_scores_codex":[0.9993384,0.000007314376,0.000160652,0.0002433733,0.00009451898,0.0001557195],"domain_scores_gemma":[0.9997974,0.00001846063,0.00001877519,0.0001184543,0.00001340377,0.00003351429],"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":[0.000003899733,0.000002752382,0.0004918274,0.00001546945,0.000002620439,0.000003173915,0.0001811572,0.00001698185,0.9637132,0.002191509,0.000004203071,0.03337316],"study_design_scores_gemma":[0.0001258239,0.00004415321,0.001779871,0.00005681091,0.000008594347,0.00002797161,0.0004189253,0.00287339,0.980974,0.01284194,0.0007230408,0.0001254842],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970357,0.0006077377,0.001016842,0.000201172,0.0004571881,0.00009574054,0.00002096555,0.0004663027,0.00009828835],"genre_scores_gemma":[0.9981145,0.0004214938,0.001367284,0.00002095014,0.0000205027,0.00002821414,0.000007681558,0.00001086191,0.000008554426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03324768,"threshold_uncertainty_score":0.3740003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}