{"meta":{"query_hash":"a078fa0d9c68","filters":{"venue":"The Journal of Instrumentation Automation and Systems"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/a078fa0d9c68","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+Journal+of+Instrumentation+Automation+and+Systems"},"results":[{"id":"W1531550239","doi":"10.21535/jias.v1i1.125","title":"Design and Construction of a Magnetic Field Simulator for CubeSat Attitude Control Testing","year":2014,"lang":"en","type":"article","venue":"The Journal of Instrumentation Automation and Systems","topic":"Inertial Sensor and Navigation","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Mitacs","keywords":"CubeSat; Attitude control; Simulation; Magnetic field; Orbit (dynamics); Computer science; Field (mathematics); Aerospace engineering; Control system; Engineering; Electrical engineering; Satellite; Physics","score_opus":0.014085353067236434,"score_gpt":0.23097299210142844,"score_spread":0.216887639034192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1531550239","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":[0.07737117,0.00009105535,0.9070245,0.00015034423,0.000085161875,0.0009617802,0.00046751607,0.0062032887,0.007645064],"genre_scores_gemma":[0.6709717,0.00018159597,0.31816047,0.00013449814,0.000030661628,0.001297863,0.0007882492,0.00058385794,0.0078511955],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996867,0.000045385354,0.000017056134,0.00003911194,0.0001852513,0.000026588723],"domain_scores_gemma":[0.9994431,0.00011645068,0.00006855622,0.00007454109,0.00021946568,0.00007795838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040466836,0.0005325591,0.00040345156,0.00050376443,0.0002338663,0.00038606473,0.0010689807,0.00035472063,0.00365425],"category_scores_gemma":[0.0008621899,0.00030308552,0.00021892502,0.00019411836,0.00030306642,0.00039356414,0.00055472757,0.00041973355,0.0010581157],"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":[0.00060715684,0.00033334878,0.008780983,0.000585297,0.00012235774,0.0006184793,0.00063486805,0.18780825,0.60591304,0.011099052,0.0052449345,0.1782523],"study_design_scores_gemma":[0.00021953341,0.0017935635,0.0056683756,0.000072917785,0.00007870364,0.0007264441,0.00013579006,0.6223508,0.30984318,0.0020619452,0.05695555,0.00009315349],"about_ca_topic_score_codex":0.00090090756,"about_ca_topic_score_gemma":0.0007250378,"teacher_disagreement_score":0.00365425,"about_ca_system_score_codex":0.00039348385,"about_ca_system_score_gemma":0.0011514928,"threshold_uncertainty_score":0.012224674},"labels":[],"label_agreement":null},{"id":"W2225142749","doi":"10.21535/jias.v2i1.191","title":"Development and Application of a Reconfigurable Engineering Flight Simulator at Ryerson University","year":2015,"lang":"en","type":"article","venue":"The Journal of Instrumentation Automation and Systems","topic":"Aerospace and Aviation Technology","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":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Flight simulator; Cockpit; Flight management system; Simulation; Software; Flight training; Engineering; Overhead (engineering); Fly-by-wire; Computer science; Systems engineering; Aerospace engineering; Operating system","score_opus":0.01068751382180585,"score_gpt":0.1938147329823808,"score_spread":0.18312721916057495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2225142749","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":[0.41418973,0.0003003251,0.5441877,0.0002772554,0.000109582244,0.001579655,0.00092225906,0.010016838,0.028416676],"genre_scores_gemma":[0.51334715,0.00046473448,0.46780398,0.00007383327,0.000016350215,0.0005816299,0.0015012447,0.00063128467,0.0155798225],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99964666,0.00007925385,0.000024657806,0.000046905956,0.0001636453,0.000038885923],"domain_scores_gemma":[0.9993629,0.00012898521,0.00003595884,0.00012496408,0.00025508646,0.00009208738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075584167,0.00036054174,0.00022348943,0.00047713786,0.0002144027,0.0003944231,0.0007701247,0.00024777514,0.0039391397],"category_scores_gemma":[0.0011169098,0.00026615872,0.00033485878,0.00018972592,0.00018185904,0.00044209248,0.0005731496,0.00043857348,0.0011604517],"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":[0.0005533584,0.00075934845,0.019772673,0.0004188696,0.00009772764,0.0010347052,0.0015198574,0.1221195,0.29518592,0.008323601,0.009954741,0.5402596],"study_design_scores_gemma":[0.00030807787,0.003359063,0.027731275,0.0002003493,0.0001344393,0.0016737753,0.00070941175,0.44812617,0.29015395,0.0012015945,0.2262016,0.00020036785],"about_ca_topic_score_codex":0.0030321719,"about_ca_topic_score_gemma":0.0036976123,"teacher_disagreement_score":0.0039391397,"about_ca_system_score_codex":0.00041211044,"about_ca_system_score_gemma":0.0012371441,"threshold_uncertainty_score":0.0131777525},"labels":[],"label_agreement":null},{"id":"W4414675213","doi":"10.21535/fxpwgk60","title":"Design and Construction of A Magnetic Field Simulator for CubeSat Attitude Control Testing","year":2014,"lang":"en","type":"article","venue":"The Journal of Instrumentation Automation and Systems","topic":"Spacecraft Design and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Mitacs","keywords":"CubeSat; Attitude control; Magnetic field; Orbit (dynamics); Control system; Field (mathematics); System testing; Earth's magnetic field","score_opus":0.014740716044715284,"score_gpt":0.22662631409013018,"score_spread":0.2118855980454149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414675213","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":[0.069115125,0.000091885806,0.91466254,0.00014567778,0.0000803258,0.0009423987,0.00044981195,0.0067049945,0.007807326],"genre_scores_gemma":[0.66114223,0.00018262747,0.32792073,0.0001318448,0.000030819472,0.0012858267,0.000787112,0.0006404871,0.007878263],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996828,0.000047982314,0.00001686464,0.000039025123,0.00018664582,0.000026674414],"domain_scores_gemma":[0.99945086,0.00012243704,0.00006699131,0.00007197627,0.00021280943,0.000074990436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041398074,0.00053800456,0.0004161639,0.00050533976,0.00023832757,0.00039801837,0.0011007194,0.00035831006,0.003784999],"category_scores_gemma":[0.0008861046,0.0003108143,0.0002241619,0.00019764563,0.000307675,0.00039040862,0.00054457854,0.00044096343,0.0010510209],"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":[0.0006353075,0.00034964902,0.008737603,0.0006056048,0.00013443312,0.0006219273,0.0006429144,0.24697536,0.53489673,0.012807395,0.005900524,0.18769269],"study_design_scores_gemma":[0.00020828181,0.0014490482,0.0045545977,0.00006375645,0.00007001087,0.0005913123,0.00011538703,0.6987308,0.24111919,0.0020887938,0.050928075,0.00008069599],"about_ca_topic_score_codex":0.0009731654,"about_ca_topic_score_gemma":0.00073615625,"teacher_disagreement_score":0.003784999,"about_ca_system_score_codex":0.00040804388,"about_ca_system_score_gemma":0.0011810963,"threshold_uncertainty_score":0.012662053},"labels":[],"label_agreement":null},{"id":"W4414675660","doi":"10.21535/2hgj0953","title":"Editorial Note: The Launching of the Journal of Instrumentation, Automation and Systems (JIAS)","year":2014,"lang":"en","type":"article","venue":"The Journal of Instrumentation Automation and Systems","topic":"Semantic Web and Ontologies","field":"Computer Science","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":"Concordia University","funders":"","keywords":"Automation; Work (physics); Process automation system; Information system","score_opus":0.012804642476009483,"score_gpt":0.2546750350003679,"score_spread":0.24187039252435844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414675660","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000399148,0.0016002299,0.00014337811,0.031181652,0.96583945,0.000012113823,0.000047302005,0.00007108705,0.0010649004],"genre_scores_gemma":[0.0007209251,0.002540561,0.00018305643,0.022756785,0.96385443,0.000015865126,0.000049769835,0.00008608605,0.009792597],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9889733,0.001162611,0.0011292893,0.0014796723,0.0064989086,0.00075610104],"domain_scores_gemma":[0.93568105,0.014140876,0.0036645753,0.001995965,0.03476156,0.009755883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008607296,0.002481396,0.00304495,0.00342342,0.0037364406,0.0126819415,0.003058327,0.011750198,0.025712233],"category_scores_gemma":[0.04233915,0.00094081793,0.0018849246,0.0019228898,0.003447583,0.00661842,0.0021828308,0.017935654,0.02770138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022304104,0.000010558818,0.00004597354,0.00012419168,0.0000062630857,0.000058788883,0.000018885772,0.000019877089,0.00008062538,0.00041591044,0.9950364,0.00416011],"study_design_scores_gemma":[0.000017190072,0.000026681366,0.00025045386,0.00022447114,0.000011501655,0.00023502644,0.00007472719,0.0001374813,0.00017292387,0.00070258207,0.9981274,0.000019576917],"about_ca_topic_score_codex":0.0010122128,"about_ca_topic_score_gemma":0.0019908103,"teacher_disagreement_score":0.025712233,"about_ca_system_score_codex":0.0028832955,"about_ca_system_score_gemma":0.0052861385,"threshold_uncertainty_score":0.08601594},"labels":[],"label_agreement":null},{"id":"W4414683944","doi":"10.21535/ezdthf63","title":"Development and Application of A Reconfigurable Engineering Flight Simulator at Ryerson University","year":2015,"lang":"en","type":"article","venue":"The Journal of Instrumentation Automation and Systems","topic":"Simulation Techniques and Applications","field":"Decision 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":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Flight simulator; Flight management system; Fly-by-wire; Overhead (engineering); Software; Flight training; Cockpit; Work flow","score_opus":0.07081150276393418,"score_gpt":0.3201235905078121,"score_spread":0.24931208774387792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414683944","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":[0.41054326,0.0002936919,0.5528203,0.00029629347,0.00009857718,0.0013276868,0.0008016347,0.008006079,0.025812497],"genre_scores_gemma":[0.5552884,0.00045963618,0.42981225,0.00006404667,0.000013523779,0.0004872444,0.0011537139,0.0003860413,0.012335115],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99966633,0.00008073123,0.000024337103,0.000041134503,0.00015139244,0.00003611688],"domain_scores_gemma":[0.999418,0.00014089966,0.000034768877,0.00010688313,0.00022231726,0.00007712685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007165785,0.0003279427,0.00023040148,0.000441461,0.0002019676,0.0003876616,0.0007195762,0.0002521413,0.0034720334],"category_scores_gemma":[0.0010953904,0.00024179833,0.0003190095,0.00018921358,0.00016865549,0.00037723922,0.00050067174,0.00040304445,0.0009783468],"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":[0.000552938,0.00070010894,0.019472463,0.000385773,0.00010266008,0.00094139227,0.0011363538,0.22523697,0.20974766,0.00923559,0.009430084,0.52305794],"study_design_scores_gemma":[0.0002502324,0.0022025062,0.017271858,0.00014435017,0.00009859808,0.0010595006,0.00044551777,0.65225637,0.183606,0.0011116568,0.14140725,0.00014619499],"about_ca_topic_score_codex":0.0034372217,"about_ca_topic_score_gemma":0.0039718435,"teacher_disagreement_score":0.0034720334,"about_ca_system_score_codex":0.00042085376,"about_ca_system_score_gemma":0.0011929917,"threshold_uncertainty_score":0.0116150975},"labels":[],"label_agreement":null}]}