{"meta":{"query_hash":"378a65677411","filters":{"venue":"Journal of the Japan Society for Precision Engineering"},"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/378a65677411","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+the+Japan+Society+for+Precision+Engineering"},"results":[{"id":"W2055533488","doi":"10.2493/jjspe.73.879","title":"Hydrogen Gas Sensor Using Surface Acoustic Waves","year":2007,"lang":"en","type":"article","venue":"Journal of the Japan Society for Precision Engineering","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Acoustics; Acoustic wave; Hydrogen; Materials science; Environmental science; Physics","score_opus":0.01163689947356067,"score_gpt":0.2249305195062236,"score_spread":0.21329362003266292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055533488","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":[0.5797337,0.00035416792,0.4190756,0.000019831954,0.0006614793,0.00010866976,0.0000054380052,0.000031118685,0.000009960987],"genre_scores_gemma":[0.9300392,0.00007939319,0.06940944,0.000015649659,0.0003665766,4.58983e-7,6.738129e-7,0.000054376414,0.000034204993],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987762,0.0000064892583,0.0004989274,0.000088173525,0.00032084945,0.00030934045],"domain_scores_gemma":[0.9990728,0.00036655608,0.00015338584,0.00016566517,0.00014617445,0.00009542843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011421818,0.00016849994,0.00022448383,0.00003970853,0.000101793805,0.00004036626,0.0002464656,0.00011461555,0.000005603045],"category_scores_gemma":[0.00019724492,0.00012632862,0.0005681098,0.00020841787,0.000016277256,0.00015960172,0.000033344742,0.00031303597,9.5041116e-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":[0.000004758868,0.000006915366,0.000016837339,0.000043225387,0.00006609723,3.4189813e-7,0.00019799305,0.57797927,0.42087498,0.000003182516,0.00017036009,0.00063600054],"study_design_scores_gemma":[0.00033722384,0.000026787671,0.00025033322,0.00017125007,0.00010921087,0.00009467051,0.00026482297,0.9046687,0.09314638,0.000080629965,0.00069573766,0.00015425358],"about_ca_topic_score_codex":7.467922e-7,"about_ca_topic_score_gemma":2.992828e-7,"teacher_disagreement_score":0.3503055,"about_ca_system_score_codex":0.00021502937,"about_ca_system_score_gemma":0.00002401149,"threshold_uncertainty_score":0.51515317},"labels":[],"label_agreement":null},{"id":"W2318180960","doi":"10.2493/jjspe.75.117","title":"Course of Research and Development of CNC, Servo, Robot and Roboshot","year":2009,"lang":"en","type":"article","venue":"Journal of the Japan Society for Precision Engineering","topic":"Industrial Technology and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"College of New Caledonia","funders":"","keywords":"Course (navigation); Servo; Robot; Computer science; Development (topology); Manufacturing engineering; Engineering; Artificial intelligence; Mathematics; Aerospace engineering","score_opus":0.0365864308207102,"score_gpt":0.2850144683841426,"score_spread":0.24842803756343243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318180960","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":[0.9750688,0.0026747857,0.02148916,0.00019088425,0.00030036434,0.00023252614,0.00000332091,0.000021736161,0.000018421188],"genre_scores_gemma":[0.99033606,0.00009900612,0.009450802,0.0000035657647,0.000076172386,0.0000023819339,1.9094708e-7,0.000010932333,0.000020900472],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99909085,0.000011397092,0.0004634139,0.00006161041,0.00020989128,0.000162808],"domain_scores_gemma":[0.9993468,0.00019563313,0.00011858917,0.00012394026,0.00017264178,0.000042376247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013717354,0.00009266195,0.00027731227,0.00006272514,0.00006489508,0.000009603082,0.00020095428,0.00017002362,0.0000010928859],"category_scores_gemma":[0.00008567657,0.00006613661,0.00012587108,0.00015295125,0.000040643317,0.00007677787,0.000036563386,0.00035290883,6.116742e-8],"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":[0.00017086622,0.00014681177,0.0007337054,0.0005836652,0.000891288,7.835468e-7,0.006334029,0.25080845,0.6106977,0.00064168806,0.0029841322,0.12600692],"study_design_scores_gemma":[0.009084964,0.0016791463,0.060730956,0.004523743,0.00024417235,0.00031331935,0.007118375,0.30703294,0.5932158,0.0028267314,0.012349048,0.00088078197],"about_ca_topic_score_codex":4.4069594e-7,"about_ca_topic_score_gemma":3.6577964e-7,"teacher_disagreement_score":0.12512614,"about_ca_system_score_codex":0.00004240947,"about_ca_system_score_gemma":0.000034387656,"threshold_uncertainty_score":0.26969725},"labels":[],"label_agreement":null},{"id":"W2333933406","doi":"10.2493/jjspe.75.130","title":"Progress of NTN's Bearing Technology in the Past Quarter Century and Its Future Perspective","year":2009,"lang":"en","type":"article","venue":"Journal of the Japan Society for Precision Engineering","topic":"Gear and Bearing Dynamics Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Quarter (Canadian coin); Bearing (navigation); History; Art; Geography; Cartography; Archaeology; Visual arts","score_opus":0.0034352575598858145,"score_gpt":0.2079876400678701,"score_spread":0.2045523825079843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333933406","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":[0.99186504,0.0036007673,0.0023146023,0.0017732178,0.00024221395,0.0001638477,0.000003151803,0.000020069398,0.000017067625],"genre_scores_gemma":[0.9972329,0.00024215414,0.0023349104,0.000012269777,0.00015909226,0.0000023981013,2.2524735e-7,0.000011938279,0.0000041208104],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992917,0.0000085369975,0.00027485224,0.00007654923,0.00018769357,0.00016066269],"domain_scores_gemma":[0.9995791,0.000055518907,0.000093639086,0.000138835,0.00010875631,0.000024163119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004146905,0.000111504676,0.00021416564,0.00011192978,0.000043726588,0.000025790803,0.00030436317,0.00010565124,7.814872e-7],"category_scores_gemma":[0.00003200259,0.00006802319,0.00033268848,0.0003818087,0.000015758536,0.00008865764,0.000027369108,0.00038347152,1.00987144e-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":[0.00009114509,0.0003591214,0.006754153,0.0005215371,0.0013084091,0.0000061890873,0.0408776,0.82729614,0.07691233,0.008085039,0.0017826271,0.036005747],"study_design_scores_gemma":[0.0017112747,0.00041716808,0.12013137,0.00063040864,0.0003660181,0.00019605167,0.025906917,0.8437062,0.0023117398,0.0024198117,0.0017298697,0.00047319118],"about_ca_topic_score_codex":4.310188e-7,"about_ca_topic_score_gemma":4.596399e-7,"teacher_disagreement_score":0.11337722,"about_ca_system_score_codex":0.00006914119,"about_ca_system_score_gemma":0.0000068725485,"threshold_uncertainty_score":0.2773905},"labels":[],"label_agreement":null},{"id":"W2729713398","doi":"10.2493/jjspe.83.623","title":"Engineering Field Application of Micro-Nano-Bubble Water","year":2017,"lang":"en","type":"article","venue":"Journal of the Japan Society for Precision Engineering","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Bubble; Nano-; Field (mathematics); Environmental science; Nanotechnology; Engineering; Materials science; Chemical engineering; Mechanics; Physics; Mathematics","score_opus":0.005858935157062424,"score_gpt":0.224873223998147,"score_spread":0.21901428884108456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729713398","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":[0.46980372,0.0002346199,0.52844626,0.00012625729,0.0009632224,0.00024255649,0.000007247405,0.00008763155,0.00008849707],"genre_scores_gemma":[0.9371979,0.00012683313,0.062304255,0.0000148505915,0.00021097866,0.000018444236,8.5298944e-7,0.00005472895,0.00007112751],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989503,0.0000039233205,0.00049017364,0.00009827007,0.00022310588,0.00023420532],"domain_scores_gemma":[0.9988945,0.00017700822,0.0002091606,0.00052912993,0.00013607513,0.000054135362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005596839,0.00016886542,0.0002961709,0.0000535846,0.0000974933,0.000053555323,0.0007828908,0.00015313369,0.0000061293113],"category_scores_gemma":[0.00021840516,0.000118185846,0.0006747238,0.000052286374,0.000015710257,0.00033214714,0.00010762111,0.00029203182,0.0000014088151],"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":[0.00000895618,0.000011083967,0.00007723808,0.00016924196,0.000098016026,9.072051e-8,0.0002256559,0.15206625,0.83979565,0.000030268147,0.0015920837,0.005925451],"study_design_scores_gemma":[0.00026107978,0.000042320447,0.00059772993,0.00022728508,0.00003974313,0.000013544588,0.000016153728,0.09121645,0.8989765,0.00015346233,0.008315906,0.00013979398],"about_ca_topic_score_codex":0.000002669719,"about_ca_topic_score_gemma":4.45599e-7,"teacher_disagreement_score":0.4673942,"about_ca_system_score_codex":0.00010486048,"about_ca_system_score_gemma":0.000010285348,"threshold_uncertainty_score":0.48194787},"labels":[],"label_agreement":null},{"id":"W4230604339","doi":"10.2493/jjspe.82.305","title":"","year":2016,"lang":"en","type":"article","venue":"Journal of the Japan Society for Precision Engineering","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Computer science","score_opus":0.012290453812655193,"score_gpt":0.23409053033624697,"score_spread":0.22180007652359177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230604339","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":[0.78846216,0.00032578493,0.20688666,0.0021491044,0.0015828167,0.00046351543,0.000048343645,0.00007949,0.0000020969298],"genre_scores_gemma":[0.9494271,0.00006869543,0.049081627,0.00011608784,0.00095673086,0.000019894094,2.2800432e-7,0.00019202862,0.00013760183],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9959323,0.00006932414,0.0015513832,0.00027995647,0.0013791322,0.00078791304],"domain_scores_gemma":[0.99391776,0.002634865,0.0014300755,0.0007625997,0.00091518677,0.0003395238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052861627,0.00042423172,0.00068963104,0.000134181,0.00030651112,0.00009659802,0.0018868538,0.00021733012,0.000009381053],"category_scores_gemma":[0.004041069,0.0001970705,0.004769661,0.0006685613,0.00009471841,0.001378043,0.00032985894,0.0004945611,0.00000750664],"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":[0.00031067297,0.000107519256,0.001108805,0.000040440165,0.0005620787,5.593328e-7,0.0016460676,0.05029645,0.92680687,0.00011865855,0.010596872,0.008405021],"study_design_scores_gemma":[0.032814637,0.001752529,0.14923397,0.0074428776,0.0014981456,0.002162931,0.0027279248,0.0625238,0.6481281,0.004470877,0.08492988,0.0023143268],"about_ca_topic_score_codex":0.0000010161782,"about_ca_topic_score_gemma":6.1519495e-7,"teacher_disagreement_score":0.27867875,"about_ca_system_score_codex":0.00085910526,"about_ca_system_score_gemma":0.0001220633,"threshold_uncertainty_score":0.8036302},"labels":[],"label_agreement":null},{"id":"W4246068124","doi":"10.2493/jjspe.77.470","title":"Research on Metal Cutting, Machine Tool Vibrations and Control","year":2011,"lang":"en","type":"article","venue":"Journal of the Japan Society for Precision Engineering","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Vibration; Mechanical engineering; Machine tool; Engineering; Materials science; Structural engineering; Computer science; Acoustics; Physics","score_opus":0.02948433090717565,"score_gpt":0.27901696105731355,"score_spread":0.2495326301501379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246068124","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":[0.10831421,0.00081290584,0.88988996,0.00006338418,0.00048487363,0.00021676417,0.000010906764,0.00005117803,0.00015584895],"genre_scores_gemma":[0.9361075,0.00017873506,0.06346979,0.000027123848,0.00012872563,0.0000088761935,6.4571464e-7,0.000034079294,0.000044484328],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992157,0.000013421234,0.00028847405,0.0000791273,0.00022967093,0.00017356954],"domain_scores_gemma":[0.999306,0.0003030086,0.00007428203,0.00012404844,0.00014247211,0.000050173297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081645616,0.0001043513,0.00015588092,0.00006425103,0.00014430657,0.00003160076,0.0001835989,0.00006420928,0.0000087451135],"category_scores_gemma":[0.00022251612,0.00007279538,0.00021413209,0.00017943763,0.000019742698,0.0002216803,0.000029966523,0.00038843398,5.408694e-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":[0.000034882178,0.000024258055,0.000056829806,0.00006933139,0.00011936791,2.0257052e-7,0.001111182,0.98876256,0.0039947736,0.0005680831,0.00047751324,0.004780999],"study_design_scores_gemma":[0.00087515626,0.00017220929,0.0014226733,0.00015526269,0.000059021917,0.000025473397,0.00022529913,0.98779017,0.0064225406,0.00058806804,0.0021289994,0.00013515672],"about_ca_topic_score_codex":7.6586014e-7,"about_ca_topic_score_gemma":2.2470624e-7,"teacher_disagreement_score":0.82779336,"about_ca_system_score_codex":0.000049467882,"about_ca_system_score_gemma":0.000011327542,"threshold_uncertainty_score":0.29685095},"labels":[],"label_agreement":null},{"id":"W4390574747","doi":"10.2493/jjspe.90.98","title":"アフィリエイト委員×会誌編集委員会 座談会 精密工学会の転機：新世代が語る未来像","year":2024,"lang":"ja","type":"article","venue":"Journal of the Japan Society for Precision Engineering","topic":"Military Technology and Strategies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology","score_opus":0.009910681620855902,"score_gpt":0.2272410610623611,"score_spread":0.2173303794415052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390574747","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":[0.5510873,0.1857528,0.2151057,0.004929592,0.037609663,0.0015262906,0.00027582256,0.0012547859,0.0024580413],"genre_scores_gemma":[0.97812414,0.003485071,0.0155270845,0.00005160028,0.0014711462,0.000015153526,0.0000027664253,0.00015540821,0.0011676378],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974219,0.000030108955,0.0011162456,0.0002957733,0.0005199712,0.0006159828],"domain_scores_gemma":[0.9981478,0.00080459984,0.00016768213,0.0005565466,0.0001709075,0.00015249853],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015033921,0.0004949916,0.0006472293,0.00019946214,0.00021123803,0.00019595136,0.0011165586,0.00064438686,0.0000892109],"category_scores_gemma":[0.00030300405,0.00036675582,0.0026677216,0.0007001538,0.000094619565,0.0006038874,0.00017669071,0.0018344225,0.000021611311],"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":[0.000103730104,0.00012828768,0.000044550066,0.003693143,0.0041816984,0.000029416851,0.010072938,0.768673,0.045605544,0.015627287,0.123293824,0.028546605],"study_design_scores_gemma":[0.00113217,0.00042171695,0.0008796321,0.004321665,0.00091486925,0.0006369713,0.0031931151,0.82498556,0.0055212127,0.00836662,0.14871052,0.0009159223],"about_ca_topic_score_codex":0.0000026547782,"about_ca_topic_score_gemma":0.0000011229093,"teacher_disagreement_score":0.42703682,"about_ca_system_score_codex":0.0003447162,"about_ca_system_score_gemma":0.00012853942,"threshold_uncertainty_score":0.99987847},"labels":[],"label_agreement":null}]}