{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"378a65677411","filters":{"venue":"Journal of the Japan Society for Precision Engineering"}},"results":[{"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Quarter (Canadian coin); Bearing (navigation); History; Art; Geography; Cartography; Archaeology; Visual arts","authors":[{"name":"Takuji Kobayashi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003435257559885815,"gpt":0.2079876400678701,"spread":0.2045523825079843,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004146905,0.0001115047,0.0002141656,0.0001119298,0.00004372659,0.0000257908,0.0003043632,0.0001056512,7.814872e-7],"category_scores_gemma":[0.00003200259,0.00006802319,0.0003326885,0.0003818087,0.00001575854,0.00008865764,0.00002736911,0.0003834715,1.009871e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006914119,"about_ca_system_score_gemma":0.000006872549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.310188e-7,"about_ca_topic_score_gemma":4.596399e-7,"domain_scores_codex":[0.9992917,0.000008536997,0.0002748522,0.00007654923,0.0001876936,0.0001606627],"domain_scores_gemma":[0.9995791,0.00005551891,0.00009363909,0.000138835,0.0001087563,0.00002416312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009114509,0.0003591214,0.006754153,0.0005215371,0.001308409,0.000006189087,0.0408776,0.8272961,0.07691233,0.008085039,0.001782627,0.03600575],"study_design_scores_gemma":[0.001711275,0.0004171681,0.1201314,0.0006304086,0.0003660181,0.0001960517,0.02590692,0.8437062,0.00231174,0.002419812,0.00172987,0.0004731912],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991865,0.003600767,0.002314602,0.001773218,0.000242214,0.0001638477,0.000003151803,0.0000200694,0.00001706762],"genre_scores_gemma":[0.9972329,0.0002421541,0.00233491,0.00001226978,0.0001590923,0.000002398101,2.252473e-7,0.00001193828,0.00000412081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1133772,"threshold_uncertainty_score":0.2773905,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Yusuf Altıntaş","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02948433090717565,"gpt":0.2790169610573136,"spread":0.2495326301501379,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008164562,0.0001043513,0.0001558809,0.00006425103,0.0001443066,0.00003160076,0.0001835989,0.00006420928,0.000008745114],"category_scores_gemma":[0.0002225161,0.00007279538,0.0002141321,0.0001794376,0.0000197427,0.0002216803,0.00002996652,0.000388434,5.408694e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004946788,"about_ca_system_score_gemma":0.00001132754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.658601e-7,"about_ca_topic_score_gemma":2.247062e-7,"domain_scores_codex":[0.9992157,0.00001342123,0.0002884741,0.0000791273,0.0002296709,0.0001735695],"domain_scores_gemma":[0.999306,0.0003030086,0.00007428203,0.0001240484,0.0001424721,0.0000501733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003488218,0.00002425806,0.00005682981,0.00006933139,0.0001193679,2.025705e-7,0.001111182,0.9887626,0.003994774,0.0005680831,0.0004775132,0.004780999],"study_design_scores_gemma":[0.0008751563,0.0001722093,0.001422673,0.0001552627,0.00005902192,0.0000254734,0.0002252991,0.9877902,0.006422541,0.000588068,0.002128999,0.0001351567],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1083142,0.0008129058,0.88989,0.00006338418,0.0004848736,0.0002167642,0.00001090676,0.00005117803,0.0001558489],"genre_scores_gemma":[0.9361075,0.0001787351,0.06346979,0.00002712385,0.0001287256,0.000008876194,6.457146e-7,0.00003407929,0.00004448433],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8277934,"threshold_uncertainty_score":0.2968509,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology","authors":[{"name":"大介 山口","is_ca":false},{"name":"優介 梶原","is_ca":false},{"name":"通 木崎","is_ca":false},{"name":"綾 小池","is_ca":false},{"name":"康徳 酒井","is_ca":true},{"name":"良憲 武井","is_ca":false},{"name":"真平 田中","is_ca":false},{"name":"寛夫 圓谷","is_ca":false},{"name":"誠 藤嶋","is_ca":false},{"name":"一朗 吉田","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009910681620855902,"gpt":0.2272410610623611,"spread":0.2173303794415052,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001503392,0.0004949916,0.0006472293,0.0001994621,0.000211238,0.0001959514,0.001116559,0.0006443869,0.0000892109],"category_scores_gemma":[0.0003030041,0.0003667558,0.002667722,0.0007001538,0.00009461957,0.0006038874,0.0001766907,0.001834422,0.00002161131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003447162,"about_ca_system_score_gemma":0.0001285394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002654778,"about_ca_topic_score_gemma":0.000001122909,"domain_scores_codex":[0.9974219,0.00003010895,0.001116246,0.0002957733,0.0005199712,0.0006159828],"domain_scores_gemma":[0.9981478,0.0008045998,0.0001676821,0.0005565466,0.0001709075,0.0001524985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001037301,0.0001282877,0.00004455007,0.003693143,0.004181698,0.00002941685,0.01007294,0.768673,0.04560554,0.01562729,0.1232938,0.02854661],"study_design_scores_gemma":[0.00113217,0.0004217169,0.0008796321,0.004321665,0.0009148692,0.0006369713,0.003193115,0.8249856,0.005521213,0.00836662,0.1487105,0.0009159223],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5510873,0.1857528,0.2151057,0.004929592,0.03760966,0.001526291,0.0002758226,0.001254786,0.002458041],"genre_scores_gemma":[0.9781241,0.003485071,0.01552708,0.00005160028,0.001471146,0.00001515353,0.000002766425,0.0001554082,0.001167638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4270368,"threshold_uncertainty_score":0.9998785,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Bubble; Nano-; Field (mathematics); Environmental science; Nanotechnology; Engineering; Materials science; Chemical engineering; Mechanics; Physics; Mathematics","authors":[{"name":"Yasuyuki Shirai","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005858935157062424,"gpt":0.224873223998147,"spread":0.2190142888410846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005596839,0.0001688654,0.0002961709,0.0000535846,0.0000974933,0.00005355532,0.0007828908,0.0001531337,0.000006129311],"category_scores_gemma":[0.0002184052,0.0001181858,0.0006747238,0.00005228637,0.00001571026,0.0003321471,0.0001076211,0.0002920318,0.000001408815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001048605,"about_ca_system_score_gemma":0.00001028535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002669719,"about_ca_topic_score_gemma":4.45599e-7,"domain_scores_codex":[0.9989503,0.00000392332,0.0004901736,0.00009827007,0.0002231059,0.0002342053],"domain_scores_gemma":[0.9988945,0.0001770082,0.0002091606,0.0005291299,0.0001360751,0.00005413536],"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":[0.00000895618,0.00001108397,0.00007723808,0.000169242,0.00009801603,9.072051e-8,0.0002256559,0.1520662,0.8397956,0.00003026815,0.001592084,0.005925451],"study_design_scores_gemma":[0.0002610798,0.00004232045,0.0005977299,0.0002272851,0.00003974313,0.00001354459,0.00001615373,0.09121645,0.8989765,0.0001534623,0.008315906,0.000139794],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4698037,0.0002346199,0.5284463,0.0001262573,0.0009632224,0.0002425565,0.000007247405,0.00008763155,0.00008849707],"genre_scores_gemma":[0.9371979,0.0001268331,0.06230425,0.00001485059,0.0002109787,0.00001844424,8.529894e-7,0.00005472895,0.00007112751],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4673942,"threshold_uncertainty_score":0.4819479,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Yoshiharu Inaba","is_ca":true},{"name":"Mitsuto MIYATA","is_ca":true},{"name":"Hiroyuki Uchida","is_ca":true},{"name":"Ryo Nihei","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0365864308207102,"gpt":0.2850144683841426,"spread":0.2484280375634324,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001371735,0.00009266195,0.0002773123,0.00006272514,0.00006489508,0.000009603082,0.0002009543,0.0001700236,0.000001092886],"category_scores_gemma":[0.00008567657,0.00006613661,0.0001258711,0.0001529513,0.00004064332,0.00007677787,0.00003656339,0.0003529088,6.116742e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004240947,"about_ca_system_score_gemma":0.00003438766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.406959e-7,"about_ca_topic_score_gemma":3.657796e-7,"domain_scores_codex":[0.9990909,0.00001139709,0.0004634139,0.00006161041,0.0002098913,0.000162808],"domain_scores_gemma":[0.9993468,0.0001956331,0.0001185892,0.0001239403,0.0001726418,0.00004237625],"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":[0.0001708662,0.0001468118,0.0007337054,0.0005836652,0.000891288,7.835468e-7,0.006334029,0.2508084,0.6106977,0.0006416881,0.002984132,0.1260069],"study_design_scores_gemma":[0.009084964,0.001679146,0.06073096,0.004523743,0.0002441723,0.0003133194,0.007118375,0.3070329,0.5932158,0.002826731,0.01234905,0.000880782],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750688,0.002674786,0.02148916,0.0001908843,0.0003003643,0.0002325261,0.00000332091,0.00002173616,0.00001842119],"genre_scores_gemma":[0.9903361,0.00009900612,0.009450802,0.000003565765,0.00007617239,0.000002381934,1.909471e-7,0.00001093233,0.00002090047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1251261,"threshold_uncertainty_score":0.2696972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Acoustics; Acoustic wave; Hydrogen; Materials science; Environmental science; Physics","authors":[{"name":"Kazushi Yamanaka","is_ca":true},{"name":"Noritaka Nakaso","is_ca":false},{"name":"Takeshi Fukiura","is_ca":false},{"name":"Dong Youn Sim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01163689947356067,"gpt":0.2249305195062236,"spread":0.2132936200326629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001142182,0.0001684999,0.0002244838,0.00003970853,0.0001017938,0.00004036626,0.0002464656,0.0001146155,0.000005603045],"category_scores_gemma":[0.0001972449,0.0001263286,0.0005681098,0.0002084179,0.00001627726,0.0001596017,0.00003334474,0.000313036,9.504112e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002150294,"about_ca_system_score_gemma":0.00002401149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.467922e-7,"about_ca_topic_score_gemma":2.992828e-7,"domain_scores_codex":[0.9987762,0.000006489258,0.0004989274,0.00008817353,0.0003208494,0.0003093405],"domain_scores_gemma":[0.9990728,0.0003665561,0.0001533858,0.0001656652,0.0001461745,0.00009542843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004758868,0.000006915366,0.00001683734,0.00004322539,0.00006609723,3.418981e-7,0.0001979931,0.5779793,0.420875,0.000003182516,0.0001703601,0.0006360005],"study_design_scores_gemma":[0.0003372238,0.00002678767,0.0002503332,0.0001712501,0.0001092109,0.00009467051,0.000264823,0.9046687,0.09314638,0.00008062996,0.0006957377,0.0001542536],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5797337,0.0003541679,0.4190756,0.00001983195,0.0006614793,0.0001086698,0.000005438005,0.00003111869,0.000009960987],"genre_scores_gemma":[0.9300392,0.00007939319,0.06940944,0.00001564966,0.0003665766,4.58983e-7,6.738129e-7,0.00005437641,0.00003420499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3503055,"threshold_uncertainty_score":0.5151532,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Computer science","authors":[{"name":"Izumi KATAOKA","is_ca":true},{"name":"Isao Yamada","is_ca":true},{"name":"Katsumi HANAZONO","is_ca":true},{"name":"Yuya SUZUKI","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01229045381265519,"gpt":0.234090530336247,"spread":0.2218000765235918,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005286163,0.0004242317,0.000689631,0.000134181,0.0003065111,0.00009659802,0.001886854,0.0002173301,0.000009381053],"category_scores_gemma":[0.004041069,0.0001970705,0.004769661,0.0006685613,0.00009471841,0.001378043,0.0003298589,0.0004945611,0.00000750664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008591053,"about_ca_system_score_gemma":0.0001220633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001016178,"about_ca_topic_score_gemma":6.151949e-7,"domain_scores_codex":[0.9959323,0.00006932414,0.001551383,0.0002799565,0.001379132,0.000787913],"domain_scores_gemma":[0.9939178,0.002634865,0.001430075,0.0007625997,0.0009151868,0.0003395238],"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":[0.000310673,0.0001075193,0.001108805,0.00004044017,0.0005620787,5.593328e-7,0.001646068,0.05029645,0.9268069,0.0001186586,0.01059687,0.008405021],"study_design_scores_gemma":[0.03281464,0.001752529,0.149234,0.007442878,0.001498146,0.002162931,0.002727925,0.0625238,0.6481281,0.004470877,0.08492988,0.002314327],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7884622,0.0003257849,0.2068867,0.002149104,0.001582817,0.0004635154,0.00004834365,0.00007949,0.00000209693],"genre_scores_gemma":[0.9494271,0.00006869543,0.04908163,0.0001160878,0.0009567309,0.00001989409,2.280043e-7,0.0001920286,0.0001376018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2786787,"threshold_uncertainty_score":0.8036302,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}