{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"1cce5a6c7a96","filters":{"venue":"Journal of the Japan Institute of Metals and Materials"}},"results":[{"id":"W1970006986","doi":"10.2320/jinstmet.71.181","title":"Measurement of 3-D Strain Distribution by means of High-Resolution X-ray CT Image and Tracking of Microstructural Features","year":2007,"lang":"en","type":"article","venue":"Journal of the Japan Institute of Metals and Materials","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Tracking (education); Materials science; Synchrotron radiation; Deformation (meteorology); Tomography; Ultimate tensile strength; Resolution (logic); Synchrotron; Optics; Composite material; Mineralogy; Physics; Geology; Artificial intelligence; Computer science","authors":[{"name":"Masakazu Kobayashi","is_ca":false},{"name":"Hiroyuki Toda","is_ca":false},{"name":"Yuji Kawai","is_ca":false},{"name":"Toshirō Kobayashi","is_ca":false},{"name":"Kentaro Uesugi","is_ca":false},{"name":"David S. Wilkinson","is_ca":true},{"name":"Éric Maire","is_ca":false},{"name":"Yoshimitsu Aoki","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01300374400474567,"gpt":0.2361968923281544,"spread":0.2231931483234087,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003045,0.000404759,0.0003717582,0.0009893342,0.0001695237,0.0004472169,0.0004257553,0.0004884073,0.0008245123],"category_scores_gemma":[0.0006963249,0.0002559615,0.0002049936,0.0007084105,0.0003473216,0.0005579306,0.0003241932,0.0004186752,0.0001982957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000216464,"about_ca_system_score_gemma":0.0003082499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001031911,"about_ca_topic_score_gemma":0.001445257,"domain_scores_codex":[0.9997776,0.0000188414,0.00001770825,0.00004988845,0.0001181792,0.00001770219],"domain_scores_gemma":[0.9994774,0.0001259113,0.0001102369,0.0001147906,0.000138348,0.00003338672],"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":[0.0001350993,0.00006260021,0.009284694,0.0001840258,0.00002611987,0.0002631857,0.0001768179,0.01385608,0.9157253,0.001453987,0.0003147456,0.05851723],"study_design_scores_gemma":[0.00002137038,0.000183466,0.05273049,0.00002203639,0.00004858357,0.001189662,0.0001215565,0.1960316,0.7463914,0.0008276572,0.002342531,0.00008971997],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4499788,0.0002631795,0.5461167,0.00006826372,0.00002199894,0.00009701344,0.0005210777,0.000958357,0.001974753],"genre_scores_gemma":[0.7593458,0.0003309709,0.2388733,0.00002707344,0.00001119785,0.00010449,0.0003748772,0.00008427472,0.0008478776],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001031911,"threshold_uncertainty_score":0.002758265,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2332915374","doi":"10.2320/jinstmet.jaw201405","title":"Relationship between Morphology of Strain-Induced Martensite Phase and Magnetic Properties in Austenitic Stainless Steels","year":2014,"lang":"en","type":"article","venue":"Journal of the Japan Institute of Metals and Materials","topic":"Magnetic Properties and Applications","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Coercivity; Materials science; Martensite; Austenite; Volume fraction; Anisotropy; Phase (matter); Ultimate tensile strength; Hysteresis; Composite material; Condensed matter physics; Deformation (meteorology); Metallurgy; Microstructure; Optics","authors":[{"name":"Kodai Miura","is_ca":true},{"name":"Satoru Kobayashi","is_ca":false},{"name":"Yasuhiro Kamada","is_ca":false},{"name":"Yusuke Onuki","is_ca":true},{"name":"Jerzy A. Szpunar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05145706648346138,"gpt":0.2665001458026917,"spread":0.2150430793192303,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001165952,0.0001579477,0.0001316113,0.0003749647,0.0001602253,0.0002285901,0.0001722198,0.0002119133,0.0004551632],"category_scores_gemma":[0.0004756613,0.000224416,0.0001085136,0.0001851512,0.0001651854,0.0001766983,0.00008208698,0.0001447763,0.0001212244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001843009,"about_ca_system_score_gemma":0.0000952076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0014647,"about_ca_topic_score_gemma":0.002955056,"domain_scores_codex":[0.9998686,0.00001351265,0.00001597169,0.00002695159,0.00005336579,0.00002154487],"domain_scores_gemma":[0.9996529,0.00004998738,0.00009212491,0.00002382058,0.0001405361,0.00004073195],"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":[0.00002979673,0.000005567422,0.002493167,0.000009176142,0.000003792288,0.00004160855,0.00002205047,0.0001009861,0.9967676,0.00001883602,0.00000658557,0.0005007106],"study_design_scores_gemma":[0.000007404125,0.0002389982,0.1191479,0.000002355075,0.00001141687,0.0002988526,0.00008353252,0.001898119,0.8779116,0.00004328683,0.0003449875,0.00001150589],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990795,0.0001156982,0.0004061194,0.000007693588,0.000002025857,0.000003624111,0.00005114476,0.00000982933,0.0003244441],"genre_scores_gemma":[0.9992461,0.00004328577,0.0003187546,0.000003947815,0.000001525013,0.000002669073,0.0001062443,0.000004288137,0.0002731767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0014647,"threshold_uncertainty_score":0.002912402,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W392577516","doi":"10.2320/jinstmet.j2014026","title":"Direct and Rapid Quantification of Calcium Phosphate Precipitate on Titanium by X-Ray Fluorescence Analysis Using Fundamental Parameter Method","year":2015,"lang":"en","type":"article","venue":"Journal of the Japan Institute of Metals and Materials","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bruker (Canada)","funders":"","keywords":"Simulated body fluid; Materials science; Titanium; Scanning electron microscope; Substrate (aquarium); X-ray fluorescence; Thin film; Metal; Analytical Chemistry (journal); Fluorescence; Characterization (materials science); Chemistry; Composite material; Metallurgy; Nanotechnology; Chromatography; Optics","authors":[{"name":"Kozue Satoh","is_ca":false},{"name":"Masashi Komata","is_ca":false},{"name":"Manabu Mizuhira","is_ca":true},{"name":"Kazuaki Wagatsuma","is_ca":false},{"name":"Naofumi Ohtsu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03815157841749209,"gpt":0.2750719525701176,"spread":0.2369203741526255,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000580646,0.0007282336,0.0004140001,0.00102707,0.000351309,0.0004605936,0.000728285,0.0009604801,0.0007412657],"category_scores_gemma":[0.0007433032,0.0003507115,0.0004316731,0.0003984301,0.0006044688,0.0007861823,0.0004113351,0.0006826454,0.0002418765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005444447,"about_ca_system_score_gemma":0.0005435575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001188745,"about_ca_topic_score_gemma":0.001396195,"domain_scores_codex":[0.9994942,0.00006153125,0.00003084075,0.0001344646,0.0002381724,0.00004076287],"domain_scores_gemma":[0.9996188,0.0001419827,0.00007077103,0.00003528804,0.000116793,0.00001632142],"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":[0.00001978319,0.000009705886,0.0002880871,0.00005987266,0.000003800195,0.00002444044,0.00002444004,0.0001308193,0.9950892,0.0001644456,0.00002077201,0.004164563],"study_design_scores_gemma":[0.000007097591,0.00005849357,0.001670258,0.000006013786,0.00001215949,0.0001846761,0.00002885869,0.005931074,0.9911888,0.0001541137,0.0007405512,0.00001795065],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.476904,0.002741205,0.516921,0.0002209113,0.00007253596,0.0001829944,0.0002975628,0.0005461825,0.002113554],"genre_scores_gemma":[0.5422006,0.002076566,0.4530593,0.00009779314,0.00002885631,0.0002577688,0.0002311039,0.00007753298,0.001970554],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001188745,"threshold_uncertainty_score":0.003950238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390172297","doi":"10.2320/jinstmet.j2023017","title":"Deposition of TiC Film by Microwave Sheath-Voltage Combination Plasma","year":2023,"lang":"en","type":"article","venue":"Journal of the Japan Institute of Metals and Materials","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"X-ray photoelectron spectroscopy; Materials science; Deposition (geology); Analytical Chemistry (journal); Chemical vapor deposition; Volumetric flow rate; Coating; Plasma-enhanced chemical vapor deposition; Thin film; Titanium; Titanium carbide; Composite material; Chemical engineering; Metallurgy; Nanotechnology; Chemistry","authors":[{"name":"Yusuke Ushiro","is_ca":true},{"name":"Ippei Tanaka","is_ca":false},{"name":"Yasunori Harada","is_ca":false},{"name":"Takashi Ogisu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01400800015045021,"gpt":0.2489950449510148,"spread":0.2349870448005646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001311172,0.0002808786,0.0003361037,0.0003273583,0.0001760547,0.0002340673,0.0004260257,0.000284156,0.001167278],"category_scores_gemma":[0.0003076729,0.0002285507,0.0003286579,0.0003572484,0.00009917032,0.0002513971,0.000207661,0.0003014102,0.0003250597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002736473,"about_ca_system_score_gemma":0.0002417866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001171379,"about_ca_topic_score_gemma":0.001401521,"domain_scores_codex":[0.9998534,0.000007324125,0.000009030978,0.00004129408,0.00006145804,0.00002743399],"domain_scores_gemma":[0.9998963,0.00001520004,0.00002091565,0.00001769603,0.0000390086,0.00001092698],"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":[0.00001235791,0.000003002895,0.00007161927,0.00005869264,0.000004162854,0.00004125929,0.00001233591,0.00005716874,0.9979529,0.00005976782,0.0001127759,0.001613819],"study_design_scores_gemma":[0.000007247307,0.00006500718,0.001004896,0.000003231453,0.00001127233,0.0002311134,0.00001214464,0.001789925,0.9943004,0.00002018495,0.002548715,0.000005924124],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704562,0.002965785,0.01882121,0.0001286273,0.0001418297,0.00007691288,0.0004258465,0.000434311,0.006549345],"genre_scores_gemma":[0.9782164,0.001225002,0.01740132,0.00003683384,0.00002789107,0.00004141293,0.0003217668,0.00006391164,0.002665566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001171379,"threshold_uncertainty_score":0.003904879,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1990115544","doi":"10.2320/jinstmet.69.962","title":"Magnetic Structure Analysis of Nd-Fe-B Based Nanocomposite Magnets by Electron Holography","year":2005,"lang":"en","type":"article","venue":"Journal of the Japan Institute of Metals and Materials","topic":"Magnetic Properties of Alloys","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Materials science; Coercivity; Remanence; Electron holography; Magnet; Nanocomposite; Condensed matter physics; Magnetic flux; Anisotropy; Electron; Flux (metallurgy); Magnetic field; Optics; Nanotechnology; Metallurgy; Transmission electron microscopy; Physics; Magnetization","authors":[{"name":"Daisuke Shindo","is_ca":false},{"name":"Hyun Soon Park","is_ca":false},{"name":"H. Kanekiyo","is_ca":true},{"name":"S. Hirosawa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005604629831019874,"gpt":0.2103835173983449,"spread":0.204778887567325,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006487864,0.00007832174,0.00009545041,0.0003828012,0.0001262046,0.0002051492,0.0001371501,0.0001583074,0.0006894272],"category_scores_gemma":[0.0001477061,0.0001213499,0.00007381083,0.0001345545,0.0001735453,0.0001845039,0.00008950189,0.0001832841,0.00009331574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002343069,"about_ca_system_score_gemma":0.00009419393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009739287,"about_ca_topic_score_gemma":0.001561926,"domain_scores_codex":[0.9999715,0.000002460838,0.000001906789,0.000006378608,0.00001202274,0.000005744934],"domain_scores_gemma":[0.9999121,0.00003177136,0.0000181316,0.000006952464,0.00002071811,0.00001026695],"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":[0.00005083293,0.0000144626,0.000675973,0.00002908988,0.000002497886,0.0001057747,0.00002612668,0.0002296642,0.9955179,0.0001854924,0.00004389371,0.0031183],"study_design_scores_gemma":[0.0000220184,0.00007698629,0.02452604,0.000006812426,0.00001533145,0.0004624043,0.00009122387,0.01126288,0.9618967,0.0001401858,0.00148857,0.00001083505],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895914,0.0003229186,0.007569785,0.00003802004,0.000009310806,0.00001551311,0.0001473806,0.00007779444,0.002227776],"genre_scores_gemma":[0.9901979,0.0001484603,0.008437741,0.00001615795,0.000003537654,0.00001000576,0.0001131851,0.00001032165,0.001062704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009739287,"threshold_uncertainty_score":0.002306342,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4237352543","doi":"10.2320/jinstmet.j2018062","title":"Effect of C and Al Elements on High Resistivity and High Rigidity of Ultra-High Strength TiC&lt;sub&gt;(1−&lt;/sub&gt;&lt;i&gt;&lt;sub&gt;X&lt;/sub&gt;&lt;/i&gt;&lt;sub&gt;)&lt;/sub&gt;/Ti-Metal Matrix Composites Fabricated by Blended Elemental Reactive Sintering","year":2019,"lang":"en","type":"article","venue":"Journal of the Japan Institute of Metals and Materials","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ASTER","funders":"","keywords":"Materials science; Electrical resistivity and conductivity; Ultimate tensile strength; Sintering; Composite material; Titanium; Brittleness; Elongation; Metallurgy","authors":[{"name":"Tadahiko Furuta","is_ca":false},{"name":"Katsuomi Shiina","is_ca":true},{"name":"Yoshihisa Ueda","is_ca":true},{"name":"Shinobu Shimazaki","is_ca":false},{"name":"Kiyoji Nakamura","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006663425102403904,"gpt":0.2160269013189768,"spread":0.2093634762165729,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001633673,0.0002409053,0.0001768857,0.0002027282,0.0001013536,0.0002242412,0.0002071206,0.0002111851,0.0009189112],"category_scores_gemma":[0.0004130404,0.0002562152,0.0001162503,0.0001789152,0.0001862822,0.0001591559,0.0001435095,0.0002865359,0.0001606129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001544204,"about_ca_system_score_gemma":0.000113414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005110104,"about_ca_topic_score_gemma":0.001866754,"domain_scores_codex":[0.9998261,0.00002425028,0.00001421068,0.00004412817,0.00005950242,0.0000318602],"domain_scores_gemma":[0.9996265,0.0001130174,0.0001062365,0.00003325403,0.00006794876,0.00005300992],"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":[0.00009418292,0.000007066521,0.0002015294,0.0000231735,0.000005112967,0.00002922822,0.00001406273,0.0001001599,0.9987854,0.00001469621,0.000007666804,0.0007177195],"study_design_scores_gemma":[0.000004316605,0.0001090002,0.002390495,0.000001686626,0.00001056101,0.00002830419,0.00001301622,0.0004768336,0.9967355,0.000002838241,0.0002246156,0.000002806132],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988865,0.0001664202,0.0003605601,0.000009037203,0.000005111433,0.000003807442,0.00003249361,0.00001964683,0.000516493],"genre_scores_gemma":[0.9985668,0.00009328778,0.0007593725,0.00001074087,0.000002265338,0.000003981123,0.0000380049,0.00001646313,0.0005091509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009189112,"threshold_uncertainty_score":0.00307411,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}