{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"90b1425bfadf","filters":{"venue":"Metrology and Measurement Systems"}},"results":[{"id":"W4384935110","doi":"10.24425/mms.2021.137134","title":"Trajectory determination for pipelines using an inspection robot and pipeline features","year":2021,"lang":"en","type":"article","venue":"Metrology and Measurement Systems","topic":"Image and Object Detection Techniques","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Mitacs","keywords":"Pipeline transport; Pipeline (software); Trajectory; Computer science; Robot; Marine engineering; Artificial intelligence; Computer vision; Engineering; Mechanical engineering; Physics","authors":[{"name":"Stevan Dubljević","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06035514589318156,"gpt":0.2879158678915461,"spread":0.2275607219983646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001945844,0.0004428457,0.0003168239,0.0005214098,0.0003747871,0.000227015,0.0003911264,0.0003684421,0.0007328895],"category_scores_gemma":[0.0007724874,0.0002499922,0.0002928544,0.0005622079,0.0003661612,0.000743408,0.0004288843,0.0003824833,0.0002867428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003650934,"about_ca_system_score_gemma":0.0008844665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006531117,"about_ca_topic_score_gemma":0.00515419,"domain_scores_codex":[0.9997637,0.00002750831,0.00001023798,0.00008732442,0.0000910229,0.00002014694],"domain_scores_gemma":[0.9996444,0.00005248279,0.00009312733,0.00006211764,0.0001321472,0.00001581333],"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":[0.0003401038,0.00006794081,0.01163029,0.0003052688,0.00007401842,0.0004638734,0.0006315961,0.2215127,0.1751167,0.006390214,0.002983846,0.5804834],"study_design_scores_gemma":[0.00002690832,0.0002175239,0.007622634,0.00002135679,0.00003472224,0.0004808848,0.0001192705,0.9472184,0.03787616,0.001460451,0.004868811,0.00005282063],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03427256,0.00008965525,0.9640988,0.00004470077,0.00001400203,0.00001588214,0.00004580584,0.000925543,0.0004931124],"genre_scores_gemma":[0.6187015,0.0001744785,0.3786702,0.00002348379,0.00001312093,0.00003854331,0.0002416362,0.00006298557,0.002074013],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006531117,"threshold_uncertainty_score":0.01298618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2149860302","doi":"10.2478/v10178-011-0015-2","title":"A Complex Current Ratio Device for the Calibration of Current Transformer Test Sets","year":2011,"lang":"en","type":"article","venue":"Metrology and Measurement Systems","topic":"Advanced Electrical Measurement Techniques","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Environment and Climate Change Canada; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu","keywords":"Current transformer; Transformer; Calibration; Subtraction; Current ratio; Current (fluid); Comparator; Electronic engineering; Computer science; Electrical engineering; Control theory (sociology); Voltage; Engineering; Mathematics; Statistics; Arithmetic","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1704101322548238,"gpt":0.3008506672753555,"spread":0.1304405350205317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003420634,0.0009687874,0.0007732302,0.00246744,0.000475904,0.001304192,0.002391624,0.001185591,0.00891877],"category_scores_gemma":[0.008647071,0.0005204568,0.0003056565,0.001180139,0.0008468812,0.001732245,0.001146511,0.001067161,0.002706276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006451707,"about_ca_system_score_gemma":0.0006117125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002177972,"about_ca_topic_score_gemma":0.0002689384,"domain_scores_codex":[0.9946602,0.0009296843,0.0003419729,0.0008059282,0.003111642,0.0001506044],"domain_scores_gemma":[0.9938113,0.002311525,0.0006147404,0.001220659,0.001856437,0.0001853142],"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":[0.0007179968,0.0002023942,0.001845521,0.0006476617,0.00004389786,0.0003131302,0.0004301787,0.002204537,0.6274876,0.02525929,0.007006167,0.3338416],"study_design_scores_gemma":[0.0001843497,0.001419724,0.004198018,0.0001504526,0.00008868641,0.003328787,0.00009209729,0.04426843,0.8590687,0.003922169,0.08310068,0.0001779178],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02802862,0.001171686,0.9508604,0.0003311617,0.0006188867,0.0006495311,0.0003754261,0.005211425,0.01275299],"genre_scores_gemma":[0.3402237,0.0005615841,0.6481149,0.0006917946,0.000269003,0.0006602869,0.0003326284,0.0005482936,0.008597717],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00891877,"threshold_uncertainty_score":0.02983624,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384933106","doi":"10.24425/mms.2020.132784","title":"Comparison of methods for correcting outliers in ECG-based biometric identification","year":2020,"lang":"en","type":"article","venue":"Metrology and Measurement Systems","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Institut national de la recherche scientifique; Noda Institute for Scientific Research","keywords":"Biometrics; Outlier; Computer science; Pattern recognition (psychology); Heartbeat; Artificial intelligence; Identification (biology); Anomaly detection; Autoencoder; Euclidean distance; Data mining; Artificial neural network; Computer security","authors":[{"name":"Jun Su","is_ca":false},{"name":"M. Szmajda","is_ca":false},{"name":"Volodymyr Khoma","is_ca":false},{"name":"Yuriy Khoma","is_ca":false},{"name":"Dmytro Sabodashko","is_ca":false},{"name":"Орест Кочан","is_ca":false},{"name":"Jinfei Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2594407871444844,"gpt":0.4610721295953862,"spread":0.2016313424509019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003067637,0.001019124,0.001037553,0.002522072,0.000405316,0.001052462,0.001142049,0.001109331,0.0009958503],"category_scores_gemma":[0.01048303,0.0002684473,0.0007961001,0.001453983,0.0003654532,0.0009516603,0.0008309385,0.0005994744,0.0008165693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002942432,"about_ca_system_score_gemma":0.000549853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001555868,"about_ca_topic_score_gemma":0.001502716,"domain_scores_codex":[0.9962972,0.0009083572,0.0003558929,0.000566886,0.001677182,0.0001944527],"domain_scores_gemma":[0.9934761,0.003383118,0.0006385678,0.0006806148,0.001713136,0.0001085387],"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":[0.001845968,0.0002762262,0.01303814,0.001120671,0.0006318978,0.0002517612,0.0002106486,0.04469369,0.04614351,0.00108224,0.001502309,0.8892028],"study_design_scores_gemma":[0.0001635152,0.002055582,0.04766732,0.0003544118,0.0006466971,0.002905675,0.0004935678,0.7383293,0.1938973,0.001793952,0.01143766,0.0002550175],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1916439,0.01093859,0.7908748,0.0002316698,0.0004231235,0.0001903378,0.0004046726,0.003369112,0.001923897],"genre_scores_gemma":[0.5514256,0.004453395,0.4397368,0.00009649747,0.0002242788,0.0001221445,0.001181763,0.000355635,0.002403882],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003067637,"threshold_uncertainty_score":0.01622343,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2991369856","doi":"10.24425/118171","title":"APPLICATION OF ION CURRENT MEASUREMENT TO IDENTIFICATION OF COMBUSTION PARAMETERS IN A HOMOGENEOUS CHARGE COMPRESSION IGNITION ENGINE","year":2018,"lang":"en","type":"article","venue":"Metrology and Measurement Systems","topic":"Advanced Combustion Engine Technologies","field":"Chemical Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"Narodowym Centrum Nauki","keywords":"Homogeneous charge compression ignition; Ignition system; Materials science; Compression (physics); Homogeneous; Ion current; Current (fluid); Combustion; Compression ratio; Ion; Nuclear engineering; Charge (physics); Automotive engineering; Internal combustion engine; Combustion chamber; Engineering; Electrical engineering; Thermodynamics; Chemistry; Composite material; Physics","authors":[{"name":"Jacek Hunicz","is_ca":false},{"name":"P. Filipek","is_ca":false},{"name":"Andrzej Sobiesiak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04075859979340365,"gpt":0.2639727955293575,"spread":0.2232141957359539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003839526,0.0004387257,0.0003922693,0.0005381569,0.0002545199,0.0004171521,0.0005345097,0.0003633037,0.0003457652],"category_scores_gemma":[0.0009168849,0.0001914289,0.000171948,0.0003008411,0.0005652121,0.0003763172,0.0003954954,0.0002140014,0.0001163021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003721824,"about_ca_system_score_gemma":0.0003184097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001645184,"about_ca_topic_score_gemma":0.001222441,"domain_scores_codex":[0.9996489,0.0000382612,0.00001594654,0.00007586714,0.0001828305,0.00003821066],"domain_scores_gemma":[0.9995628,0.0001671999,0.00007682514,0.00004556708,0.0001225565,0.00002491242],"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":[0.0008919413,0.00005973901,0.01042557,0.00009791851,0.00001625095,0.0002156264,0.0002115296,0.001632737,0.9662023,0.00008571651,0.00004559417,0.02011503],"study_design_scores_gemma":[0.0000169923,0.0003688577,0.02187268,0.000006642101,0.00003097119,0.0002130998,0.0001499482,0.01085506,0.9659453,0.0000448378,0.000478713,0.00001680714],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876409,0.0003279485,0.01097346,0.00003329413,0.00001446059,0.00003384121,0.0000455823,0.0001548596,0.0007756212],"genre_scores_gemma":[0.9968335,0.00009339712,0.002799879,0.00001057996,0.000005323311,0.000005572018,0.00002549,0.00001023161,0.0002159862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001645184,"threshold_uncertainty_score":0.003271282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}