{"meta":{"query_hash":"07c33ddb6e87","filters":{"venue":"Journal of Applied Research and Technology"},"cohort_total":8,"direct_labels_cover":0,"predictions_cover":8,"exported":8,"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/07c33ddb6e87","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Applied+Research+and+Technology"},"results":[{"id":"W1630809122","doi":"10.22201/icat.16656423.2009.7.01.513","title":"Linear programming embedded particle swarm optimization for solving an extended model of dynamic virtual cellular manufacturing systems","year":2009,"lang":"en","type":"article","venue":"Journal of Applied Research and Technology","topic":"Advanced Manufacturing and Logistics Optimization","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Cellular manufacturing; Particle swarm optimization; Mathematical optimization; Integer programming; Linear programming; Control reconfiguration; Computer science; Workload; Cell formation; Engineering; Mathematics","score_opus":0.023868772535683754,"score_gpt":0.2933303196371345,"score_spread":0.26946154710145076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1630809122","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25985718,0.00017741072,0.73953116,0.00004239701,0.000038512168,0.00024245407,0.0000022832578,0.00007930589,0.000029286932],"genre_scores_gemma":[0.87136054,0.00015912196,0.12839508,0.000001371537,0.000034768007,0.000012657192,0.0000047282465,0.00001904052,0.00001270679],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99894565,0.000008169215,0.00037994565,0.00013494278,0.00020152915,0.0003297738],"domain_scores_gemma":[0.9993699,0.000053055537,0.00011855258,0.00015314294,0.00022019297,0.000085124775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045994972,0.000109338216,0.00024175656,0.00039835335,0.000109562476,0.000030066096,0.000163448,0.00016265224,8.8637375e-7],"category_scores_gemma":[0.000045795947,0.00010062078,0.000024080897,0.00016383956,0.000098119424,0.00012716319,0.000024607589,0.00036003222,1.6020627e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008989068,0.000062273306,3.2889056e-7,0.00007142968,0.000019972642,0.0000030459241,0.00009615681,0.92177176,0.044430736,0.0037029579,0.0000024450605,0.029749006],"study_design_scores_gemma":[0.00045807543,0.0005348332,8.596214e-7,0.000026056632,0.000009656607,0.000007400275,0.0005058566,0.7907683,0.1989118,0.00869349,0.000009682373,0.000073940195],"about_ca_topic_score_codex":6.787977e-7,"about_ca_topic_score_gemma":5.796592e-7,"teacher_disagreement_score":0.61150336,"about_ca_system_score_codex":0.000058235128,"about_ca_system_score_gemma":0.000025459904,"threshold_uncertainty_score":0.41031966},"labels":[],"label_agreement":null},{"id":"W1864072479","doi":"10.22201/icat.16656423.2012.10.6.353","title":"Performance of a New Enhanced Topological Decision-Rule Map-Matching Algorithm for Transportation Applications","year":2012,"lang":"en","type":"article","venue":"Journal of Applied Research and Technology","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":10,"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":"Fondo Nacional de Desarrollo Científico y Tecnológico","keywords":"Map matching; Matching (statistics); Global Positioning System; Computer science; Algorithm; Data mining; Blossom algorithm; Digital mapping; Sequence (biology); Geography; Mathematics; Cartography","score_opus":0.032872435224295865,"score_gpt":0.33303229440369975,"score_spread":0.3001598591794039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1864072479","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1079399,0.00023822066,0.8907812,0.0005246161,0.00007028666,0.00026621102,0.0000043705054,0.00001991073,0.00015524082],"genre_scores_gemma":[0.5372445,0.00020867198,0.46234703,0.0000096388485,0.00009756511,0.00003218045,0.0000028571294,0.0000034905886,0.000054051026],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989715,0.0000067288233,0.00030450374,0.0001323712,0.0002878213,0.00029704656],"domain_scores_gemma":[0.9992182,0.00014623125,0.0001494402,0.00019909661,0.0001879288,0.000099057135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008723171,0.00006606168,0.00017452796,0.00046161076,0.00012471338,0.000029869838,0.000642806,0.00008842138,0.0000056258395],"category_scores_gemma":[0.000014895522,0.000050642528,0.000028130542,0.0005524995,0.00012703304,0.000350849,0.000096329364,0.0002569047,0.0000038790645],"study_design_candidate":"design_other","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":[0.000027182492,0.00009445987,0.000062064384,0.000020404987,0.000017174798,6.363429e-7,0.000112908056,0.0000032312353,0.0031505774,0.07658658,0.0003850659,0.9195397],"study_design_scores_gemma":[0.0033488586,0.0022512805,0.0024311338,0.00011014299,0.00003369429,0.000039381866,0.0014738766,0.008278571,0.122833565,0.80214363,0.056691904,0.0003639525],"about_ca_topic_score_codex":0.0000015763368,"about_ca_topic_score_gemma":8.062273e-7,"teacher_disagreement_score":0.91917574,"about_ca_system_score_codex":0.000015847821,"about_ca_system_score_gemma":0.000049907467,"threshold_uncertainty_score":0.20651424},"labels":[],"label_agreement":null},{"id":"W2089370023","doi":"10.1016/s1665-6423(13)71571-2","title":"A Piecewise Linear Fitting Technique for Multivalued Two-dimensional Paths","year":2013,"lang":"en","type":"article","venue":"Journal of Applied Research and Technology","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":6,"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 Ottawa","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Piecewise linear function; Mathematics; Piecewise; Position (finance); Parametric statistics; Path (computing); Domain (mathematical analysis); Nonlinear system; Variable (mathematics); Applied mathematics; Mathematical analysis; Computer science; Statistics; Physics","score_opus":0.03909793870883149,"score_gpt":0.36446428536287717,"score_spread":0.3253663466540457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089370023","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04342323,0.00019810398,0.95239764,0.0024151567,0.000067912915,0.0010539427,0.0000013791514,0.00016307629,0.00027958027],"genre_scores_gemma":[0.6952689,0.000038958493,0.3043469,0.00006436521,0.00007723332,0.00017181791,6.4174213e-7,0.0000110528,0.000020130936],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985266,0.000036648158,0.00042537437,0.00026025338,0.00037234958,0.0003787844],"domain_scores_gemma":[0.99772084,0.0003105608,0.00020661997,0.0002954541,0.0013390757,0.00012746012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015843079,0.000116759635,0.00024810285,0.0013769673,0.00023892161,0.000112296824,0.00078956614,0.0001686829,0.0000053526137],"category_scores_gemma":[0.00014482289,0.00009243739,0.00005204533,0.0010510343,0.00022124145,0.00019483715,0.0005407975,0.0005823666,0.0000028336488],"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":[0.00002675193,0.00018148602,0.000105191415,0.000032459517,0.000033952667,0.000012534435,0.00009057465,0.000007300985,0.112597,0.82748467,0.0025474918,0.056880582],"study_design_scores_gemma":[0.00091033627,0.0010526853,0.000043240656,0.0000669248,0.000002713256,0.00012513594,0.000048445207,0.052785076,0.18835044,0.754411,0.0020599936,0.00014402096],"about_ca_topic_score_codex":0.0000070676233,"about_ca_topic_score_gemma":6.5002763e-7,"teacher_disagreement_score":0.6518457,"about_ca_system_score_codex":0.000027352822,"about_ca_system_score_gemma":0.00012470332,"threshold_uncertainty_score":0.3769487},"labels":[],"label_agreement":null},{"id":"W2160961812","doi":"10.22201/icat.16656423.2012.10.6.350","title":"Panchromatic Satellite Image Classification for Flood Hazard Assessment","year":2012,"lang":"en","type":"article","venue":"Journal of Applied Research and Technology","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Panchromatic film; Artificial intelligence; Computer science; Satellite image; Flood myth; Contextual image classification; Classifier (UML); Satellite imagery; Pattern recognition (psychology); Remote sensing; Cartography; Data mining; Satellite; Geography; Image (mathematics); Engineering","score_opus":0.03842449460105158,"score_gpt":0.3596384143395713,"score_spread":0.3212139197385197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160961812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9565787,0.00041706162,0.008825898,0.004970347,0.00015018645,0.000895302,0.000002030635,0.000038179198,0.028122297],"genre_scores_gemma":[0.9519627,0.000633596,0.04709205,0.000019686555,0.00008052756,0.000065137145,0.0000018179818,0.000010340905,0.00013414912],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9987118,0.000025133215,0.00028061867,0.00013260676,0.00040904758,0.00044075903],"domain_scores_gemma":[0.9994194,0.00008762018,0.00015061135,0.0001761733,0.000047847443,0.000118360455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017404638,0.00008622118,0.00017064867,0.00027749257,0.00017047286,0.00004024924,0.00024752505,0.000094679795,0.000098933415],"category_scores_gemma":[0.000030205765,0.000065319095,0.000029273879,0.00037902803,0.0003458751,0.00019868085,0.00020737141,0.00033307236,0.000042308664],"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":[0.00018296293,0.0014501739,0.051397752,0.00015288,0.0001826778,0.000010583785,0.0003054568,0.0000064611154,0.41228858,0.15253785,0.019381754,0.36210287],"study_design_scores_gemma":[0.0053763026,0.0034883479,0.33247247,0.00008343107,0.00017008954,0.00010491487,0.008007151,0.0019267517,0.06310088,0.25681645,0.327793,0.0006602396],"about_ca_topic_score_codex":0.000002464187,"about_ca_topic_score_gemma":0.000006776172,"teacher_disagreement_score":0.36144263,"about_ca_system_score_codex":0.0001430077,"about_ca_system_score_gemma":0.000021028154,"threshold_uncertainty_score":0.26636353},"labels":[],"label_agreement":null},{"id":"W2289382278","doi":"10.1016/j.jart.2016.02.001","title":"Microstructure of polyacrylonitrile-based activated carbon fibers prepared from solvent-free coagulation process","year":2016,"lang":"en","type":"article","venue":"Journal of Applied Research and Technology","topic":"Fiber-reinforced polymer composites","field":"Engineering","cited_by":33,"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 Ottawa","funders":"Universiti Teknologi Malaysia","keywords":"Polyacrylonitrile; X-ray photoelectron spectroscopy; Fourier transform infrared spectroscopy; Microstructure; Materials science; Carbonization; Activated carbon; Chemical engineering; Solvent; Pyrolysis; Infrared spectroscopy; Scanning electron microscope; Chemistry; Composite material; Organic chemistry; Polymer; Adsorption","score_opus":0.010022719912774232,"score_gpt":0.25138911273454395,"score_spread":0.24136639282176972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2289382278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99807155,0.00053124136,0.00022140604,0.00046632663,0.000056836656,0.0001768852,0.000025803882,0.0000736037,0.00037633828],"genre_scores_gemma":[0.9989063,0.00003336984,0.00096279086,0.000003089782,0.00004647212,0.000007815305,0.0000035396367,0.00002363545,0.00001297532],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988542,0.00001368763,0.0003622479,0.00012759626,0.0003344088,0.00030784434],"domain_scores_gemma":[0.99900323,0.00019299693,0.00014674892,0.000304069,0.00026946326,0.00008347545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016214949,0.00012869602,0.0002812635,0.0007787211,0.000045700865,0.000015496444,0.00039967522,0.00027774522,0.000018982455],"category_scores_gemma":[0.00006783133,0.000091872294,0.00003099743,0.000538903,0.00030788925,0.00006706221,0.000070654816,0.00042538447,7.365699e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004327928,0.00001438234,0.00048823585,0.00005144528,0.000095286065,0.0000063242496,0.0000834233,0.0003135607,0.99461424,0.00016041657,0.00018644519,0.0035534299],"study_design_scores_gemma":[0.0017030574,0.00023404341,0.00030086213,0.00011554104,0.000012312642,0.000012511229,0.00010468281,0.000662208,0.98556954,0.011075171,0.00011621084,0.00009388925],"about_ca_topic_score_codex":0.000013692376,"about_ca_topic_score_gemma":0.000007504477,"teacher_disagreement_score":0.010914754,"about_ca_system_score_codex":0.000073387586,"about_ca_system_score_gemma":0.00009748373,"threshold_uncertainty_score":0.37464434},"labels":[],"label_agreement":null},{"id":"W2531218270","doi":"10.1016/j.jart.2016.08.005","title":"Effect of dispersed hydrophilic silicon dioxide nanoparticles on batch adsorption of benzoic acid from aqueous solution using modified natural vermiculite: An equilibrium study","year":2016,"lang":"en","type":"article","venue":"Journal of Applied Research and Technology","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Universidad Nacional Autónoma de México","keywords":"Adsorption; Freundlich equation; Langmuir; Aqueous solution; Nanoparticle; Chemical engineering; Vermiculite; Langmuir adsorption model; Bromide; Chemistry; Silicon dioxide; Materials science; Inorganic chemistry; Organic chemistry; Composite material","score_opus":0.021917274782604027,"score_gpt":0.29977342104359117,"score_spread":0.27785614626098715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531218270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991815,0.00006905875,0.000032605152,0.0002225132,0.00005712129,0.00034797526,0.00001044863,0.000019276802,0.00005951058],"genre_scores_gemma":[0.9998067,0.00003215742,0.00008951409,0.000004343885,0.000036504873,0.000003576121,0.0000011855315,0.000010946324,0.000015081428],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981563,0.00018146735,0.00046244767,0.000262026,0.0006231647,0.0003145743],"domain_scores_gemma":[0.999145,0.00013724653,0.00030400892,0.000247434,0.000052019524,0.0001143124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009499075,0.00014289522,0.00034447637,0.0003560861,0.0000704477,0.000011068349,0.00027889662,0.00016455399,0.000075211676],"category_scores_gemma":[0.00009673836,0.000086054744,0.00005860804,0.00047237033,0.00077947025,0.00018078089,0.00017714422,0.00032905219,0.0000107745855],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019758553,0.00034970627,0.0019850933,0.000008842503,0.000031678093,0.000009588138,0.000088642955,0.000037134894,0.9654196,0.00011509752,0.000007975123,0.029970776],"study_design_scores_gemma":[0.0023422826,0.005234524,0.0037395663,0.00004308925,0.000029068817,0.000036116966,0.00028627392,0.0017492819,0.9846236,0.001808796,0.000009362677,0.000098035765],"about_ca_topic_score_codex":0.0000599862,"about_ca_topic_score_gemma":0.000023150937,"teacher_disagreement_score":0.02987274,"about_ca_system_score_codex":0.00013870088,"about_ca_system_score_gemma":0.00002387696,"threshold_uncertainty_score":0.35092106},"labels":[],"label_agreement":null},{"id":"W3137885758","doi":"10.22201/icat.24486736e.2020.18.6.1365","title":"CuO@TiO2 and NiO@TiO2 core-shell catalysts for hydrogen production from the photocatalytic reforming of glycerol aqueous solution","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Research and Technology","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Consejo Nacional de Ciencia y Tecnología; Instituto Politécnico Nacional; University of Saskatchewan","keywords":"Non-blocking I/O; Photocatalysis; Hydrogen production; Materials science; Catalysis; Aqueous solution; Chemical engineering; Diffuse reflectance infrared fourier transform; Physisorption; Inorganic chemistry; Nuclear chemistry; Chemistry; Physical chemistry","score_opus":0.05203563460387059,"score_gpt":0.3231922704561152,"score_spread":0.2711566358522446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137885758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989881,0.0018398084,0.0014039289,0.004493533,0.00004118994,0.0014165334,0.000023118702,0.00010301649,0.0007978811],"genre_scores_gemma":[0.9954366,0.00063465117,0.0034981268,0.000040407464,0.00019067647,0.0001186824,0.000021490407,0.000029238086,0.00003014605],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983412,0.00002382021,0.00056419073,0.0003353229,0.00038038346,0.00035509188],"domain_scores_gemma":[0.9984729,0.00022083303,0.00041762154,0.00035757048,0.00041814888,0.00011289325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007459793,0.00015912775,0.00041706025,0.00035281872,0.00023309808,0.000017442922,0.00042254932,0.00023085049,0.0000045228885],"category_scores_gemma":[0.00047174745,0.00011338161,0.00006055707,0.00074521825,0.0007150659,0.00013771583,0.00023734332,0.00069004745,0.000002765533],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011970524,0.000074516094,0.00009830955,0.000074645875,0.0001654268,0.000009399776,0.00040867407,0.000031877305,0.94063157,0.0033603096,0.0011480897,0.052800123],"study_design_scores_gemma":[0.0007123545,0.0007570463,0.000015940977,0.000048335332,0.000055013617,0.00008178833,0.00090874155,0.00054273923,0.9089587,0.077404685,0.010406132,0.00010853278],"about_ca_topic_score_codex":0.00022872991,"about_ca_topic_score_gemma":0.00015767192,"teacher_disagreement_score":0.07404438,"about_ca_system_score_codex":0.00009261925,"about_ca_system_score_gemma":0.00009040249,"threshold_uncertainty_score":0.46235678},"labels":[],"label_agreement":null},{"id":"W7124878803","doi":"10.22201/icat.24486736e.2025.23.6.2589","title":"Micrometric Probe and Sample Position Measurement in Scanning Probe Microscopy Through Computer Vision","year":2025,"lang":"","type":"article","venue":"Journal of Applied Research and Technology","topic":"Near-Field Optical Microscopy","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universidad Nacional Autónoma de México; Ministerio de Ciencia e Innovación; Universidad Complutense de Madrid; Canadian Institute for Theoretical Astrophysics","keywords":"Sample (material); Position (finance); Planar; Feature (linguistics); Calibration; Kalman filter; Stereoscopy; Image resolution; Process (computing)","score_opus":0.024591364768004807,"score_gpt":0.33058709388709534,"score_spread":0.3059957291190905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7124878803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82603806,0.021755336,0.1412259,0.00770376,0.0004496189,0.0016506424,0.00000851574,0.00006602115,0.0011021527],"genre_scores_gemma":[0.8565962,0.0030833154,0.14013876,0.000051533774,0.000073912204,0.000019598994,7.007123e-7,0.000026068561,0.000009961001],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99716794,0.000066587294,0.00090214674,0.00043400668,0.000568834,0.00086048816],"domain_scores_gemma":[0.998406,0.00039707305,0.00014400082,0.0002684106,0.00065127126,0.00013325099],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0021100629,0.00027855037,0.00064367044,0.0033907886,0.00024273107,0.00023935772,0.00038099696,0.0006071221,0.000017165463],"category_scores_gemma":[0.00027513248,0.00026377587,0.00004547767,0.0035510173,0.000623227,0.00018589929,0.0005242553,0.0025814935,0.0000042566703],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005127924,0.00034916616,0.0007988942,0.000801074,0.00014592604,0.00006985452,0.00025143343,0.000047953145,0.9365125,0.013783569,0.000801188,0.045925688],"study_design_scores_gemma":[0.00492241,0.0038496868,0.0025922523,0.0031356157,0.000052072704,0.00021736968,0.0007460801,0.0014926177,0.8087292,0.16899043,0.004814664,0.00045761606],"about_ca_topic_score_codex":0.000034511788,"about_ca_topic_score_gemma":0.000017812157,"teacher_disagreement_score":0.15520687,"about_ca_system_score_codex":0.0005088819,"about_ca_system_score_gemma":0.00023778621,"threshold_uncertainty_score":0.99998146},"labels":[],"label_agreement":null}]}