{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00220067,0.0003107156,0.0003085092,0.001128673,0.0005833908,0.002114106,0.0005943904,0.001859465,0.01197926],"category_scores_gemma":[0.001870243,0.00009440913,0.0002248629,0.001558908,0.0009494112,0.002859522,0.0007223234,0.0008347796,0.001937487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002541405,"about_ca_system_score_gemma":0.004833257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008805468,"about_ca_topic_score_gemma":0.01380829,"domain_scores_codex":[0.9993687,0.0000938596,0.00006082311,0.00008175142,0.0002948804,0.00009996106],"domain_scores_gemma":[0.9980772,0.0003199693,0.0001982548,0.00005008595,0.001073325,0.0002812255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005223298,0.0002070089,0.0126859,0.003120788,0.00003064779,0.0008682231,0.0007438118,0.002555976,0.009975915,0.1047128,0.0985721,0.7660046],"study_design_scores_gemma":[0.0000149303,0.0001939307,0.01405077,0.0007405681,0.00002519178,0.0008068199,0.00100911,0.001525734,0.001569925,0.007742871,0.9722868,0.00003349638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05599025,0.5574682,0.008175385,0.1349551,0.01693588,0.00003375834,0.0008998864,0.0002279312,0.2253136],"genre_scores_gemma":[0.3648262,0.4944142,0.01368491,0.01223086,0.007357047,0.00003855252,0.0007327043,0.00007523487,0.1066401],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01197926,"threshold_uncertainty_score":0.04007459,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006821508,0.0003857368,0.0004264631,0.001031914,0.0004440251,0.001351446,0.0007695361,0.0008684356,0.004587229],"category_scores_gemma":[0.001588046,0.0002237105,0.0003706881,0.001197109,0.001051904,0.001861556,0.0003058891,0.0006492361,0.0004134607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006903355,"about_ca_system_score_gemma":0.0009226315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00223943,"about_ca_topic_score_gemma":0.001923307,"domain_scores_codex":[0.9995112,0.00006838223,0.00002334436,0.0001611684,0.0001840972,0.00005175484],"domain_scores_gemma":[0.9988515,0.0006052894,0.00009051277,0.00007940225,0.0003290636,0.00004419911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003639515,0.000403212,0.00945231,0.001575566,0.0001657181,0.0003763496,0.0007226784,0.02169315,0.0751179,0.1630595,0.003799213,0.7232704],"study_design_scores_gemma":[0.0001639035,0.002221538,0.09446084,0.001150653,0.0004921948,0.001842041,0.003010846,0.1629777,0.08788741,0.3484128,0.2971189,0.0002611341],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.3912587,0.2448369,0.1850233,0.006809162,0.002445757,0.00007350168,0.0001690236,0.000177646,0.169206],"genre_scores_gemma":[0.8842684,0.0549249,0.01839386,0.0006336789,0.001245534,0.00003778585,0.0001735785,0.00003328089,0.04028895],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.004587229,"threshold_uncertainty_score":0.01534581,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006662669,0.0002647313,0.000156756,0.0006407776,0.001308111,0.002994991,0.0003099907,0.0004143813,0.01907218],"category_scores_gemma":[0.001780704,0.0002378568,0.0002406188,0.0003914475,0.002332692,0.002288201,0.0006181661,0.0007316233,0.002733183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001670999,"about_ca_system_score_gemma":0.002496722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01362189,"about_ca_topic_score_gemma":0.01083675,"domain_scores_codex":[0.999468,0.00006869942,0.00002807993,0.0001782148,0.0002064336,0.0000504365],"domain_scores_gemma":[0.9990767,0.0001972108,0.0001010859,0.00006607096,0.0004716354,0.00008728605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001341835,0.0001378218,0.01582423,0.0002481512,0.00007654992,0.0004333942,0.005654106,0.001474679,0.0159874,0.784176,0.01050517,0.1653484],"study_design_scores_gemma":[0.00005616131,0.0003041735,0.07731603,0.0002133535,0.0002604477,0.0008138719,0.01229923,0.006576206,0.02120704,0.5106748,0.3701552,0.0001235169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1669547,0.001986455,0.06367397,0.00427881,0.0007890486,0.0001904376,0.0003942924,0.0002565147,0.7614758],"genre_scores_gemma":[0.805743,0.001265251,0.02712092,0.0007454586,0.0002510148,0.0001080872,0.0001616181,0.00007943941,0.1645253],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01907218,"threshold_uncertainty_score":0.06380278,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001285672,0.0002007054,0.0001275711,0.0002417879,0.000179472,0.0002564498,0.0002249084,0.0002875378,0.002522801],"category_scores_gemma":[0.0001471697,0.0001088604,0.0001533836,0.0001419392,0.0001821032,0.0004781616,0.0003375249,0.0002218676,0.0003616723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002547787,"about_ca_system_score_gemma":0.0002903936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007406492,"about_ca_topic_score_gemma":0.001238859,"domain_scores_codex":[0.9999199,0.000007320136,0.000003584735,0.00001674716,0.00004100106,0.00001145248],"domain_scores_gemma":[0.999917,0.00001808202,0.000008988649,0.000006008599,0.00003948113,0.00001041993],"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":[0.00003803274,0.00002079964,0.0002424323,0.0001534318,0.000004322457,0.00006456933,0.00004512943,0.0004033042,0.9763674,0.001724482,0.0004415352,0.02049456],"study_design_scores_gemma":[0.00001432562,0.0001777803,0.0007472216,0.000008752228,0.00001345954,0.0001264884,0.00005636888,0.006459892,0.9764447,0.0005183672,0.01542391,0.000008700621],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8370886,0.01726556,0.09745318,0.001768969,0.0006611206,0.0001281381,0.0001572339,0.0004705507,0.04500665],"genre_scores_gemma":[0.9716915,0.002537154,0.0163906,0.0001255609,0.0000790323,0.000030987,0.00005743179,0.00002598064,0.009061704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002522801,"threshold_uncertainty_score":0.0084396,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001981874,0.0006120104,0.0003011313,0.001003827,0.001146833,0.001144689,0.0007501249,0.0007337547,0.01537575],"category_scores_gemma":[0.001477954,0.0001565702,0.0003547842,0.0005675395,0.0004798959,0.0007141676,0.0007452747,0.0006928942,0.003914405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001932897,"about_ca_system_score_gemma":0.009059822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006893783,"about_ca_topic_score_gemma":0.008429143,"domain_scores_codex":[0.9992548,0.00007872247,0.0000256834,0.0001189304,0.0003673415,0.0001544998],"domain_scores_gemma":[0.9976343,0.00009349498,0.00005662915,0.0001441279,0.0007606646,0.001310761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000396448,0.0007464886,0.02870621,0.0005108911,0.00004371648,0.0005532517,0.001201409,0.004345918,0.02289271,0.1021648,0.1811862,0.6572519],"study_design_scores_gemma":[0.0001144145,0.001437109,0.04631666,0.0002023501,0.00006162596,0.001234547,0.0005844291,0.01201749,0.0150759,0.01113776,0.9117749,0.00004277708],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3094972,0.02686444,0.09910807,0.03217633,0.02144559,0.001227585,0.002694764,0.001010784,0.5059752],"genre_scores_gemma":[0.3838801,0.01756226,0.0516133,0.002728978,0.004874521,0.0004130125,0.00283307,0.0002189794,0.5358757],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01537575,"threshold_uncertainty_score":0.05143708,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003975019,0.0004467791,0.0004989342,0.000356512,0.0002361817,0.0006193604,0.0006573795,0.0008682394,0.0009076513],"category_scores_gemma":[0.0003692574,0.0003529453,0.0002157909,0.0002975347,0.0003771146,0.001013451,0.0005285547,0.0003986347,0.0004326459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003405745,"about_ca_system_score_gemma":0.0003401191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006177138,"about_ca_topic_score_gemma":0.001058188,"domain_scores_codex":[0.9995576,0.00006118615,0.00001492831,0.00009134707,0.0002319902,0.00004302566],"domain_scores_gemma":[0.9997035,0.0001050067,0.00002599583,0.00002058614,0.0001175144,0.00002748256],"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":[0.0002107042,0.00003943537,0.001506828,0.00008025568,0.00002043887,0.00008258512,0.00005334318,0.000175222,0.9799001,0.0004129439,0.000637946,0.0168802],"study_design_scores_gemma":[0.00002830355,0.0002024918,0.001947352,0.000004541187,0.00002033612,0.0001212239,0.00005058367,0.008930291,0.9855996,0.00008594673,0.002994817,0.00001452815],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9042632,0.001769142,0.08295302,0.0006453866,0.0006400684,0.0001097226,0.0002812515,0.001070013,0.008268219],"genre_scores_gemma":[0.967009,0.0005662179,0.02367184,0.0002007685,0.000111012,0.00005797183,0.0001640878,0.00002996328,0.008189104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009076513,"threshold_uncertainty_score":0.003036439,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004523663,0.0004991526,0.0003199229,0.001518516,0.001003216,0.002187669,0.0005313767,0.0006167805,0.2245731],"category_scores_gemma":[0.0008620946,0.0001750752,0.0002588441,0.001077392,0.0007346754,0.001136101,0.001263461,0.0007156432,0.1332357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000929068,"about_ca_system_score_gemma":0.003127577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003976402,"about_ca_topic_score_gemma":0.004966742,"domain_scores_codex":[0.9996629,0.00001928671,0.00002498139,0.0000601354,0.0001899717,0.00004273334],"domain_scores_gemma":[0.9988985,0.00002983944,0.00003986776,0.0001430782,0.0007540483,0.0001346624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003213744,0.0002342208,0.004009481,0.0004708072,0.00005024135,0.0002446072,0.0002243782,0.0007646552,0.02434811,0.04762532,0.3980402,0.5236666],"study_design_scores_gemma":[0.00001011488,0.00004001934,0.003613378,0.00005609922,0.00002302362,0.0002289806,0.0001156009,0.0003471765,0.003940706,0.002384076,0.989232,0.000008924116],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01741748,0.007205508,0.008374094,0.004065604,0.01034269,0.0001096659,0.001359565,0.0007063866,0.9504191],"genre_scores_gemma":[0.06186315,0.005140321,0.003773189,0.0005016911,0.00116289,0.00004500028,0.002342013,0.0001723647,0.9249994],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7754269,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}