{"meta":{"query_hash":"c0aa84da3d68","filters":{"venue":"Communications - Scientific letters of the University of Zilina"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/c0aa84da3d68","api":"https://metacan.xera.ac/api/v1/cohort?venue=Communications+-+Scientific+letters+of+the+University+of+Zilina"},"results":[{"id":"W3048774714","doi":"10.26552/com.c.2019.2.24-31","title":"Determination of Parameters of Asynchronous Electric Machines with Asymmetrical Windings of Electric Locomotives","year":2019,"lang":"en","type":"article","venue":"Communications - Scientific letters of the University of Zilina","topic":"Electric Power Systems and Control","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Transport Canada","funders":"","keywords":"Stator; Induction motor; Electromagnetic coil; Rotor (electric); Asynchronous communication; Control theory (sociology); Electric machine; Electric motor; Squirrel-cage rotor; Computer science; Voltage; Engineering; Electrical engineering","score_opus":0.005517316972244695,"score_gpt":0.17513360124436028,"score_spread":0.16961628427211559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048774714","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.057015114,0.00020429683,0.9378823,0.000026397727,0.000034136578,0.0000405075,0.00007978321,0.00025690952,0.0044603967],"genre_scores_gemma":[0.8537057,0.00019247599,0.14389284,0.000011544307,0.000016778762,0.00006423663,0.00015879715,0.00008472267,0.0018728534],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996995,0.00006262692,0.00003184747,0.000074545416,0.000113445094,0.000018067107],"domain_scores_gemma":[0.9995914,0.00012145138,0.00007660201,0.00006414269,0.00013343558,0.000012950156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002851504,0.0005368208,0.00038055785,0.00096263795,0.00023074925,0.0005866233,0.00052423845,0.00054702756,0.0012100281],"category_scores_gemma":[0.0017056114,0.00028909472,0.000315854,0.00038229025,0.00035971092,0.00096939073,0.00028381488,0.0003332594,0.00054596807],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022251559,0.00008794214,0.012006295,0.0008075318,0.00005873515,0.0006022343,0.0005745074,0.2407122,0.3116162,0.076917894,0.001720805,0.35467318],"study_design_scores_gemma":[0.00005118383,0.0002884564,0.01148172,0.00012027472,0.00006844818,0.0012570033,0.0002561267,0.8333779,0.09388586,0.033102456,0.026019027,0.00009157762],"about_ca_topic_score_codex":0.000417621,"about_ca_topic_score_gemma":0.00046978166,"teacher_disagreement_score":0.0012100281,"about_ca_system_score_codex":0.00031851872,"about_ca_system_score_gemma":0.0003048896,"threshold_uncertainty_score":0.00404799},"labels":[],"label_agreement":null},{"id":"W4200620037","doi":"10.26552/com.c.2022.2.a35-a43","title":"Methods of Comparison of the Economic Order Quantity and Just-in-Time Restocking Technologies. The Case Study","year":2021,"lang":"en","type":"article","venue":"Communications - Scientific letters of the University of Zilina","topic":"Urban and Freight Transport Logistics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Transport Canada","funders":"","keywords":"Economic order quantity; Order (exchange); Operations research; Computer science; Warehouse; Business; Supply chain; Mathematics","score_opus":0.0676905049494458,"score_gpt":0.28877506898217575,"score_spread":0.22108456403272997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200620037","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20923528,0.0026272268,0.7172169,0.0002700176,0.00028148782,0.0038711168,0.004846639,0.0005429832,0.061108287],"genre_scores_gemma":[0.6464821,0.0014550486,0.3387657,0.000037511043,0.000030664567,0.0033350894,0.0018528963,0.00014119683,0.007899673],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9921503,0.0034229194,0.00047172813,0.0005995929,0.003149966,0.00020556278],"domain_scores_gemma":[0.984993,0.009874721,0.0010531227,0.0009402242,0.003059332,0.00007960109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057928874,0.00068241835,0.00072411675,0.0043772073,0.00042882774,0.0015593434,0.0014663243,0.0006087358,0.010425297],"category_scores_gemma":[0.023737736,0.00033393555,0.0009772996,0.004006345,0.0005229329,0.0018330573,0.00094770663,0.00057481846,0.0006954816],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025070175,0.0013130885,0.028041534,0.0062041525,0.00061306846,0.00049902085,0.001911863,0.2105651,0.012146052,0.17690621,0.006077994,0.5532149],"study_design_scores_gemma":[0.00045446298,0.004018664,0.05715643,0.0010389942,0.00057353976,0.001209536,0.006416939,0.7568536,0.038708746,0.06385495,0.06928743,0.00042669565],"about_ca_topic_score_codex":0.0049913833,"about_ca_topic_score_gemma":0.0038609626,"teacher_disagreement_score":0.010425297,"about_ca_system_score_codex":0.0020825812,"about_ca_system_score_gemma":0.0020125331,"threshold_uncertainty_score":0.03487611},"labels":[],"label_agreement":null},{"id":"W4212781044","doi":"10.26552/com.c.2002.4.19-24","title":"Algorithm of Decision Making Process by Corporate Management and Ways of Resolving Crisis Situations Caused by Accounting, Financial and Economic Risks","year":2002,"lang":"en","type":"article","venue":"Communications - Scientific letters of the University of Zilina","topic":"Transport and Logistics Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Accounting; Financial crisis; Business; Process (computing); Management accounting; Crisis management; Economics; Computer science; Macroeconomics; Management","score_opus":0.046022327666801324,"score_gpt":0.2241327187020271,"score_spread":0.1781103910352258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212781044","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008920842,0.00031959102,0.973078,0.001069116,0.00006677127,0.00045622967,0.00014744088,0.00030111545,0.015640896],"genre_scores_gemma":[0.08661545,0.00033582852,0.909287,0.000087500805,0.00003217422,0.00062052225,0.0002581397,0.000036006208,0.0027274548],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9942984,0.0028748661,0.00043707358,0.0007690096,0.001416446,0.00020425346],"domain_scores_gemma":[0.996323,0.0022009267,0.00028124655,0.00031020018,0.0007600105,0.00012467522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005359469,0.001084791,0.00048201488,0.0022885196,0.0016871025,0.005084215,0.0014763549,0.0012463186,0.005945512],"category_scores_gemma":[0.008152642,0.00031165997,0.0010990043,0.0017733782,0.0019352417,0.00261734,0.001722331,0.0011043135,0.0012092526],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020179285,0.00028857647,0.0051507866,0.00082300825,0.00019100854,0.00034378044,0.0036134347,0.092422515,0.0034149524,0.46817616,0.009193241,0.41618067],"study_design_scores_gemma":[0.00013302066,0.00019358048,0.0019271482,0.00052626245,0.00012927229,0.00041718603,0.0017854843,0.3710076,0.0061884373,0.5361912,0.08140506,0.000095711],"about_ca_topic_score_codex":0.0024002714,"about_ca_topic_score_gemma":0.0017547873,"teacher_disagreement_score":0.005945512,"about_ca_system_score_codex":0.0020440074,"about_ca_system_score_gemma":0.004446321,"threshold_uncertainty_score":0.028343916},"labels":[],"label_agreement":null},{"id":"W4213062835","doi":"10.26552/com.c.2002.3.72-79","title":"A Brief Overview to Theory of Heights","year":2002,"lang":"en","type":"article","venue":"Communications - Scientific letters of the University of Zilina","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Geoid; Undulation of the geoid; Geodesy; Geology; Geophysics","score_opus":0.06349228503266022,"score_gpt":0.20706875883955225,"score_spread":0.14357647380689204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213062835","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028359361,0.38062906,0.28443104,0.009723295,0.010666878,0.00014989114,0.0014589658,0.0007966161,0.30930823],"genre_scores_gemma":[0.13855132,0.47855675,0.2030715,0.009898998,0.034566138,0.0009272335,0.0036551794,0.0010025378,0.12977032],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988206,0.00035224188,0.00009553871,0.00023992584,0.000382363,0.00010934415],"domain_scores_gemma":[0.9992563,0.0003968259,0.0000539069,0.000090787245,0.00016038654,0.000041778167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010983004,0.0015411635,0.0011600942,0.0039179954,0.0014421187,0.0032995483,0.0022960433,0.0023257434,0.019968847],"category_scores_gemma":[0.0024079403,0.00068258034,0.0011991314,0.0047926647,0.0031333119,0.0055870153,0.0020222033,0.0040524784,0.012030457],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016274693,0.000026168322,0.00023343643,0.0007100288,0.000013499207,0.00013238065,0.0002446353,0.0017015261,0.0003166666,0.8999538,0.033913568,0.06273798],"study_design_scores_gemma":[0.0000065132663,0.000042479853,0.00034305715,0.00037519546,0.000010617593,0.0003134382,0.00009045617,0.0036494571,0.00015533446,0.515335,0.47965062,0.000027807711],"about_ca_topic_score_codex":0.0028829994,"about_ca_topic_score_gemma":0.0016066257,"teacher_disagreement_score":0.019968847,"about_ca_system_score_codex":0.0022920107,"about_ca_system_score_gemma":0.001357382,"threshold_uncertainty_score":0.06680244},"labels":[],"label_agreement":null},{"id":"W4213066975","doi":"10.26552/com.c.2016.4.129-133","title":"Big Data Technology and its Importance for Decision-Making in Enterprises","year":2016,"lang":"en","type":"article","venue":"Communications - Scientific letters of the University of Zilina","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Big data; Volume (thermodynamics); Data science; Process (computing); Quarter (Canadian coin); Field (mathematics); Information technology; Business; Computer science; Data mining; Geography","score_opus":0.10635540856432117,"score_gpt":0.2903991590550343,"score_spread":0.1840437504907131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213066975","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020141415,0.36908445,0.08530775,0.37589568,0.010480158,0.00022390016,0.0008479348,0.0003021099,0.13771658],"genre_scores_gemma":[0.48291808,0.3919609,0.07086034,0.019300655,0.02168047,0.00028853834,0.0005417575,0.00015432991,0.012294864],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9918642,0.0038764796,0.00036912682,0.00046150447,0.0031362558,0.0002924211],"domain_scores_gemma":[0.9849731,0.011381731,0.0008118002,0.0007179549,0.0014083261,0.0007070337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007371758,0.0006405831,0.0007513575,0.0020747385,0.0018577821,0.012114695,0.001139934,0.0036403546,0.0026392343],"category_scores_gemma":[0.010734241,0.0003672011,0.00031011458,0.005226595,0.0066628726,0.010087844,0.003661643,0.004060143,0.0008722096],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010120274,0.00007487743,0.0041464404,0.0022135184,0.00009000257,0.0006975388,0.0031433718,0.0021690829,0.00091821887,0.7110881,0.08108236,0.19427523],"study_design_scores_gemma":[0.000008861868,0.000054220018,0.0027523148,0.0021379346,0.000029515428,0.00048461973,0.003172011,0.002705033,0.00041550392,0.62726337,0.36092055,0.000056076286],"about_ca_topic_score_codex":0.0012711951,"about_ca_topic_score_gemma":0.0014425094,"teacher_disagreement_score":0.012114695,"about_ca_system_score_codex":0.00215206,"about_ca_system_score_gemma":0.004067477,"threshold_uncertainty_score":0.038986027},"labels":[],"label_agreement":null},{"id":"W4213204584","doi":"10.26552/com.c.2004.3.28-30","title":"Evaluation of pavement friction according to european standards","year":2004,"lang":"en","type":"article","venue":"Communications - Scientific letters of the University of Zilina","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Skid (aerodynamics); Slovak; Pavement management; Engineering; Index (typography); Forensic engineering; European standard; International Roughness Index; Mechanical engineering; Civil engineering; Transport engineering; Computer science","score_opus":0.03985991147775318,"score_gpt":0.2606460700869518,"score_spread":0.2207861586091986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213204584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7731877,0.0061984914,0.09602369,0.00018771093,0.00037962652,0.0010859919,0.00867547,0.0012510489,0.11301019],"genre_scores_gemma":[0.90334225,0.0019774376,0.06415091,0.00006155571,0.000041093303,0.0007178301,0.010572673,0.0003993391,0.018736908],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9782548,0.003702954,0.0027785494,0.0021403176,0.012149135,0.00097428885],"domain_scores_gemma":[0.9912587,0.0005421696,0.00096915936,0.00147581,0.005609369,0.0001447535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008829389,0.0011584156,0.001212033,0.008004308,0.0009550164,0.0018786794,0.0014709102,0.0006951205,0.00401208],"category_scores_gemma":[0.009870148,0.00035843987,0.0010642953,0.0062618386,0.0009856791,0.0011104505,0.0021042349,0.00043846297,0.0014542132],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029016244,0.0009613851,0.26069427,0.0031367473,0.0006744291,0.00095511234,0.004640186,0.041645724,0.14605689,0.023806432,0.023787307,0.49073985],"study_design_scores_gemma":[0.00010522572,0.0024418475,0.6938838,0.00074441533,0.00041380475,0.0012131087,0.0028921377,0.02155166,0.11286077,0.0025013853,0.16115218,0.00023971939],"about_ca_topic_score_codex":0.0073369583,"about_ca_topic_score_gemma":0.0097025875,"teacher_disagreement_score":0.008829389,"about_ca_system_score_codex":0.0022193159,"about_ca_system_score_gemma":0.0016806049,"threshold_uncertainty_score":0.046694815},"labels":[],"label_agreement":null},{"id":"W4408824261","doi":"10.26552/com.c.2025.030","title":"Indonesian Aviation Act 1/2009: An Examination and the Quest for Reform in Certain Issues","year":2025,"lang":"en","type":"article","venue":"Communications - Scientific letters of the University of Zilina","topic":"International Law and Aviation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indonesian; Aviation; Aeronautics; Political science; Engineering; Philosophy; Linguistics; Aerospace engineering","score_opus":0.01882019047555702,"score_gpt":0.293112972328993,"score_spread":0.27429278185343603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408824261","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06496225,0.024193656,0.0062387036,0.4796953,0.003044536,0.0002841001,0.00020493625,0.000050845683,0.42132565],"genre_scores_gemma":[0.85254985,0.013586927,0.007891024,0.0949463,0.0014528224,0.0003477764,0.00015935382,0.00007115837,0.028994782],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98821425,0.00465157,0.0010933887,0.0012193886,0.003443313,0.00137818],"domain_scores_gemma":[0.9872693,0.0070861913,0.0015925345,0.0009856647,0.0026682706,0.00039806147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02135402,0.00034447302,0.0006002282,0.0016209757,0.008152905,0.012124131,0.001769539,0.008332231,0.0020119434],"category_scores_gemma":[0.021614728,0.00041538823,0.00043265603,0.0023329398,0.025647515,0.008253588,0.0022952557,0.013883128,0.000411201],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000075263156,0.000036203433,0.0004842195,0.0001109174,0.0000025188997,0.0001624997,0.005481659,0.0001295605,0.00018185309,0.97587323,0.008063912,0.009465923],"study_design_scores_gemma":[0.000029158948,0.000060629132,0.011061741,0.0027406293,0.000035816833,0.00044459992,0.023784628,0.0013620829,0.0015175262,0.38353273,0.57532686,0.00010358094],"about_ca_topic_score_codex":0.04543784,"about_ca_topic_score_gemma":0.040373806,"teacher_disagreement_score":0.04543784,"about_ca_system_score_codex":0.01581765,"about_ca_system_score_gemma":0.026611427,"threshold_uncertainty_score":0.114765644},"labels":[],"label_agreement":null}]}