{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000336691,0.0002257878,0.0002951034,0.0004115936,0.0005980235,0.001102006,0.0006066904,0.0009448793,0.002377441],"category_scores_gemma":[0.0003917696,0.0002445591,0.0001578268,0.0008987504,0.0008206227,0.000827058,0.0006052433,0.0008308867,0.0007802864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006337705,"about_ca_system_score_gemma":0.0008632396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001155337,"about_ca_topic_score_gemma":0.001550317,"domain_scores_codex":[0.9996217,0.00005264,0.00001232556,0.00005041824,0.0002162597,0.00004660986],"domain_scores_gemma":[0.9998497,0.0000365687,0.0000240633,0.00001445646,0.00005330156,0.0000219696],"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":[0.000245451,0.00009469532,0.003126226,0.001082367,0.00003713655,0.0003561754,0.0004563462,0.002888813,0.3216304,0.1730472,0.01223709,0.484798],"study_design_scores_gemma":[0.00004263159,0.0006188387,0.005536054,0.0004693279,0.00005136362,0.002992481,0.0005530888,0.01235125,0.1895569,0.0687402,0.7189724,0.0001154465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1147567,0.2887148,0.4570832,0.005692119,0.001392776,0.0003032406,0.0004637149,0.001865717,0.1297277],"genre_scores_gemma":[0.6054265,0.1148724,0.2119544,0.001558592,0.0007840088,0.0004120415,0.0003437299,0.000146573,0.06450171],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002377441,"threshold_uncertainty_score":0.007953346,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007322263,0.0009075117,0.0007282402,0.0009820557,0.0004505994,0.0007184552,0.00157163,0.001191111,0.006157113],"category_scores_gemma":[0.001339937,0.0003790124,0.0003328517,0.0008104317,0.0005032595,0.0009765741,0.0008787655,0.001064695,0.003092863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005635848,"about_ca_system_score_gemma":0.0004997377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002733576,"about_ca_topic_score_gemma":0.0003630226,"domain_scores_codex":[0.9991602,0.0001131471,0.00002776963,0.0002251655,0.0004152516,0.00005860743],"domain_scores_gemma":[0.9993895,0.0001962712,0.00007764318,0.00009502794,0.0001944065,0.00004701385],"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":[0.0002777796,0.00004734981,0.0004871505,0.000590101,0.00003810478,0.0002550192,0.00005225265,0.0006318513,0.9449841,0.008848636,0.005317296,0.03847028],"study_design_scores_gemma":[0.00005842701,0.000693245,0.00113533,0.00005626115,0.00007546465,0.001685976,0.00004164388,0.01075524,0.8968012,0.002058003,0.08656075,0.00007830061],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08601777,0.01609447,0.8655649,0.001339187,0.002669926,0.001145075,0.001825242,0.007053662,0.01828971],"genre_scores_gemma":[0.2439852,0.006451861,0.7277568,0.0009890974,0.0004051729,0.0008828294,0.001680749,0.0003544812,0.01749387],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006157113,"threshold_uncertainty_score":0.02059758,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002514904,0.0003683778,0.000346702,0.0004254492,0.0002345894,0.0003389848,0.0006697219,0.0003975719,0.0006950195],"category_scores_gemma":[0.0004353433,0.0002895018,0.0002886862,0.0002205071,0.0002550213,0.0004302635,0.0004626058,0.0003124043,0.0002794408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003876843,"about_ca_system_score_gemma":0.0003566305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004610467,"about_ca_topic_score_gemma":0.0007945815,"domain_scores_codex":[0.999631,0.0000376672,0.00002298425,0.000141433,0.0001286115,0.00003827088],"domain_scores_gemma":[0.9998026,0.00007953988,0.00004393624,0.00002414297,0.00002842396,0.0000213553],"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":[0.0000642594,0.00004533086,0.0005960251,0.00007834456,0.00001191955,0.00004513398,0.00003015651,0.0003885996,0.9871529,0.0003358664,0.0002685259,0.01098297],"study_design_scores_gemma":[0.00001501623,0.0002039816,0.001983993,0.00000446582,0.00001727448,0.0001643479,0.00001412699,0.006779942,0.9864058,0.00007255342,0.004314339,0.00002410468],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7237217,0.003592799,0.2626676,0.0006477522,0.0004312243,0.0004036926,0.0009230874,0.00224987,0.005362396],"genre_scores_gemma":[0.7964063,0.001099949,0.1969844,0.0004533512,0.00009617216,0.0004015224,0.0003467467,0.00003644276,0.004175123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006950195,"threshold_uncertainty_score":0.002812862,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00138435,0.0005298955,0.0003196296,0.0004976378,0.0001974332,0.0003534022,0.0007961596,0.001030811,0.0007597687],"category_scores_gemma":[0.0009638297,0.0003589501,0.0003360594,0.0003587132,0.0003080986,0.0004615797,0.0005682105,0.0003270314,0.0004517203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003712552,"about_ca_system_score_gemma":0.00054661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007159529,"about_ca_topic_score_gemma":0.00133806,"domain_scores_codex":[0.9990482,0.000220613,0.00003999343,0.0002119455,0.0004345709,0.00004469451],"domain_scores_gemma":[0.9994965,0.0001628556,0.00006188838,0.00002550214,0.0002037238,0.00004961019],"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":[0.0001289321,0.00001990193,0.001199941,0.0001142301,0.00001953848,0.0000350723,0.00001968928,0.0001822612,0.9906067,0.00008364319,0.00009119386,0.007498979],"study_design_scores_gemma":[0.00001831514,0.0004276484,0.002483213,0.00001078155,0.00003508266,0.0002918252,0.00002885683,0.004681693,0.9896827,0.00002989182,0.00229569,0.00001433185],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8171338,0.006435571,0.1715402,0.0003623991,0.0001656307,0.0002837465,0.0006489938,0.001151827,0.002277851],"genre_scores_gemma":[0.7807304,0.003699034,0.2093803,0.0006203536,0.00003587133,0.0002917728,0.0006857599,0.000102078,0.00445451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00138435,"threshold_uncertainty_score":0.007321239,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00212589,0.0008269996,0.0008585206,0.00104348,0.0005742813,0.0008629711,0.001761728,0.001072869,0.001130572],"category_scores_gemma":[0.002478381,0.0005880716,0.000506272,0.0003300344,0.0005898544,0.0009051606,0.0007965193,0.0006374345,0.0007958854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005732466,"about_ca_system_score_gemma":0.0009812794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001222552,"about_ca_topic_score_gemma":0.001143295,"domain_scores_codex":[0.9982752,0.0002319224,0.00009465224,0.0002290616,0.001069965,0.00009923577],"domain_scores_gemma":[0.9986431,0.000321162,0.0001282918,0.0001196396,0.0006890032,0.0000987095],"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":[0.0000895565,0.00006745828,0.0004651388,0.00006475863,0.0000111631,0.00004542057,0.000030849,0.0001628833,0.9881393,0.0001482623,0.0001786056,0.0105966],"study_design_scores_gemma":[0.00004529576,0.0005572911,0.002587574,0.000009159016,0.00004909672,0.0003825749,0.00002778892,0.005210165,0.9858478,0.00007671151,0.005175665,0.00003081256],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3337538,0.0009307893,0.657462,0.0004402709,0.0001574847,0.001615396,0.0007856465,0.003499872,0.001354612],"genre_scores_gemma":[0.2627185,0.0005261952,0.7297243,0.0003672609,0.00008293388,0.00132558,0.001474157,0.0003864894,0.003394578],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00212589,"threshold_uncertainty_score":0.01124293,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006380143,0.0009829412,0.0007015548,0.002025988,0.0002256841,0.000663858,0.0008620314,0.0007115232,0.0008382905],"category_scores_gemma":[0.0004144733,0.0002668193,0.0003770674,0.001685082,0.0003106837,0.0009942633,0.000359112,0.0004857157,0.0009216049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004070157,"about_ca_system_score_gemma":0.0005505064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001006909,"about_ca_topic_score_gemma":0.001239988,"domain_scores_codex":[0.9997184,0.00003088683,0.0000300845,0.00008660954,0.0001142742,0.00001983491],"domain_scores_gemma":[0.9997165,0.0001061331,0.00004388743,0.000009150263,0.0001099943,0.00001436346],"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":[0.0001025425,0.0001263865,0.001053086,0.01391778,0.0001401856,0.0003993711,0.0001921703,0.001159201,0.07359604,0.002978435,0.004789536,0.9015452],"study_design_scores_gemma":[0.00002355062,0.0005920746,0.004829422,0.00246503,0.0003409574,0.003844825,0.0002657972,0.002481785,0.2034839,0.002620358,0.7789302,0.0001221078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003858568,0.9889698,0.00493027,0.0001329898,0.0001297501,0.00001229126,0.00002786382,0.00003327381,0.001905197],"genre_scores_gemma":[0.01749479,0.9730796,0.005914503,0.0001641485,0.0002010206,0.00002474142,0.00009543666,0.00001437731,0.003011375],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002025988,"threshold_uncertainty_score":0.003374159,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004321789,0.0003878189,0.0003676277,0.0002368282,0.0002353164,0.0002711841,0.0002658556,0.0004513731,0.0007620608],"category_scores_gemma":[0.000992537,0.0001817308,0.0002598153,0.0002654598,0.000236742,0.0005311364,0.0003167418,0.0003278818,0.000178143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001870802,"about_ca_system_score_gemma":0.0006966381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004006448,"about_ca_topic_score_gemma":0.004488374,"domain_scores_codex":[0.9997914,0.00006132643,0.00001540574,0.00002861256,0.00008284846,0.00002041266],"domain_scores_gemma":[0.9997566,0.00008621028,0.00004216904,0.00002530626,0.00008143115,0.00000824593],"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":[0.0003777065,0.0001005696,0.003280557,0.0002405525,0.00006859925,0.0001362326,0.0002744321,0.4208817,0.06975606,0.006168345,0.001293925,0.4974214],"study_design_scores_gemma":[0.0000135766,0.00009337269,0.0007873256,0.000007342447,0.00001371111,0.00004127302,0.00001902014,0.9864965,0.01035745,0.0005675211,0.001592099,0.00001082419],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04781294,0.0001579244,0.9508458,0.00005979091,0.00003618839,0.00001732912,0.000015758,0.0002897216,0.0007645398],"genre_scores_gemma":[0.6889575,0.0002536277,0.3082818,0.00003242245,0.00002472269,0.00005934976,0.00008458429,0.00003028928,0.002275749],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004006448,"threshold_uncertainty_score":0.00796628,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007370808,0.0006462116,0.0003416514,0.001021916,0.0003546248,0.0002900038,0.0004186037,0.0006458782,0.001068713],"category_scores_gemma":[0.0007206835,0.0003666657,0.0001738307,0.0004535721,0.0003733998,0.0003778745,0.0002401286,0.0006581875,0.0006276919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003908784,"about_ca_system_score_gemma":0.0004379986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008705122,"about_ca_topic_score_gemma":0.002520574,"domain_scores_codex":[0.9993809,0.0001250119,0.00002479155,0.0001469364,0.0002793802,0.00004288227],"domain_scores_gemma":[0.9996057,0.0001394846,0.00008134451,0.00003444885,0.00009289665,0.00004603834],"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":[0.00002844159,0.000006508703,0.0001854221,0.00003646272,0.000003088526,0.00002583805,0.000005349187,0.00003719245,0.9964103,0.00003575065,0.00005631016,0.003169396],"study_design_scores_gemma":[0.000007992167,0.000108722,0.002224831,0.000006997495,0.000009607976,0.0003672544,0.000005671832,0.0005624029,0.9940029,0.00005265944,0.002644423,0.000006517197],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5696199,0.02374223,0.3959027,0.0005231481,0.0002605801,0.0003185333,0.001991154,0.00152408,0.006117694],"genre_scores_gemma":[0.7325778,0.006145856,0.2509047,0.0001962919,0.0001254183,0.000194998,0.001320102,0.00009930168,0.008435441],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001068713,"threshold_uncertainty_score":0.003898144,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001414548,0.001786706,0.002477574,0.002283844,0.001144161,0.001351822,0.00315789,0.002669808,0.005305651],"category_scores_gemma":[0.001527852,0.001650755,0.0007919963,0.00190639,0.0007396279,0.001432429,0.001453605,0.002410809,0.005452687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008637005,"about_ca_system_score_gemma":0.001445389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008343942,"about_ca_topic_score_gemma":0.001663701,"domain_scores_codex":[0.9969789,0.0004059002,0.0002054583,0.000961263,0.001280316,0.0001681071],"domain_scores_gemma":[0.9980928,0.0006448744,0.000199281,0.0002008652,0.0006083761,0.0002537518],"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":[0.0002546834,0.0002700217,0.0005333377,0.0005453467,0.00008143624,0.0001343646,0.00004308233,0.0004836963,0.9568944,0.001064251,0.003575935,0.03611934],"study_design_scores_gemma":[0.0001623358,0.0005905795,0.002613594,0.00004319126,0.0001390097,0.002789196,0.00004001211,0.03786923,0.924081,0.0009644068,0.030485,0.0002224334],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03126704,0.001682173,0.945698,0.000337735,0.0004075956,0.0008781228,0.001326072,0.01469298,0.003710271],"genre_scores_gemma":[0.05692496,0.00132274,0.9279379,0.0007233354,0.0001392191,0.002543976,0.001648413,0.0004567347,0.008302692],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005305651,"threshold_uncertainty_score":0.01774913,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002000301,0.001164916,0.0007864981,0.002057318,0.0005935322,0.0009725115,0.001604604,0.0009706768,0.005023971],"category_scores_gemma":[0.001603025,0.0005724301,0.0009890873,0.000634338,0.0008777798,0.001220147,0.001106641,0.001347833,0.002180218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006400559,"about_ca_system_score_gemma":0.001534333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003365598,"about_ca_topic_score_gemma":0.001218992,"domain_scores_codex":[0.9975587,0.0002487731,0.0003017446,0.0005069797,0.001210829,0.0001729706],"domain_scores_gemma":[0.9986176,0.0001641663,0.0004643032,0.0003701164,0.0002723563,0.0001114128],"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":[0.0006433602,0.0006411754,0.002178865,0.001301677,0.00007257141,0.000240122,0.0001262702,0.0006254478,0.9081695,0.002661491,0.001494911,0.08184469],"study_design_scores_gemma":[0.0001824213,0.003630278,0.01287305,0.0002323434,0.0002107287,0.001954673,0.00006495896,0.002429892,0.9050463,0.0005819594,0.07269789,0.00009547858],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4016836,0.008278546,0.5640062,0.0005663466,0.001326164,0.003675873,0.002057476,0.005101161,0.01330474],"genre_scores_gemma":[0.4619632,0.004814975,0.4999907,0.0006661679,0.0002477625,0.006030497,0.00317029,0.0005007008,0.02261559],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005023971,"threshold_uncertainty_score":0.0168069,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}