{"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":"c23bf22084db","filters":{"venue":"The Proceedings of the Materials and Mechanics Conference"}},"results":[{"id":"W2696366160","doi":"10.1299/jsmemm.2012._os1606-1_","title":"OS1606 A Development of Cyclic Press Method for Nano-structural Refinement of Metal Surface","year":2012,"lang":"en","type":"article","venue":"The Proceedings of the Materials and Mechanics Conference","topic":"Surface Treatment and Residual Stress","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Materials science; Nanocrystalline material; Nano-; Metal; Alloy; Composite material; Layer (electronics); Metallurgy; Nanotechnology","authors":[{"name":"Masahiro Ueno","is_ca":false},{"name":"Takashi Nakamura","is_ca":true},{"name":"Kenji Ookubo","is_ca":true},{"name":"Seiichi Watanabe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02910405951309896,"gpt":0.2502892724507234,"spread":0.2211852129376244,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004322451,0.0001379729,0.0002888224,0.00001261857,0.00005630126,0.00001460955,0.0002268205,0.00004904059,0.00001727543],"category_scores_gemma":[0.0000189369,0.00007278853,0.00003913689,0.00004079816,0.00002562537,0.00006447804,0.0001247427,0.00002826298,1.39083e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001055451,"about_ca_system_score_gemma":0.00001100411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003364379,"about_ca_topic_score_gemma":0.000002692008,"domain_scores_codex":[0.9992847,0.000009026363,0.0003080587,0.00008178047,0.0001347415,0.0001816893],"domain_scores_gemma":[0.999566,0.00003935034,0.000185609,0.00007800753,0.000102968,0.00002804393],"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":[0.00003968682,0.00001223207,0.00003636331,0.0004131429,0.0001103133,3.821215e-9,0.001602401,0.0000314009,0.9825096,0.01457771,0.00001184542,0.0006553035],"study_design_scores_gemma":[0.0002492698,0.00002890923,0.0002421071,0.00008303746,0.00009796066,0.000001476973,0.0002993537,0.0004461654,0.997395,0.0009596842,0.0001127807,0.00008426949],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998346,0.0003633972,0.0004146438,0.00002841467,0.0002709274,0.0003927909,0.0000482456,0.00001650431,0.0001190442],"genre_scores_gemma":[0.9860231,0.00006663705,0.01379724,0.000001903782,0.00001533788,0.00002247131,0.0000016561,0.00001284529,0.00005877306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01488539,"threshold_uncertainty_score":0.296823,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2642410342","doi":"10.1299/jsmemm.2015._gs0707-32","title":"GS0707-324 Study on utilization of ionic migration for fabrication of Ag nanodendrites","year":2015,"lang":"en","type":"article","venue":"The Proceedings of the Materials and Mechanics Conference","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Fabrication; Dendrite (mathematics); Materials science; Deposition (geology); Nanotechnology; Electrochemistry; Ionic bonding; Chemical engineering; Moisture; Drop (telecommunication); Composite material; Chemistry; Electrode; Electrical engineering; Ion; Engineering; Organic chemistry; Physical chemistry","authors":[{"name":"Takashi Nakajima","is_ca":true},{"name":"Yuan Li","is_ca":true},{"name":"Masumi SAKA","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04123277708414293,"gpt":0.2451550138978485,"spread":0.2039222368137055,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004263952,0.00007940143,0.0001661105,0.00003197914,0.00003927054,0.00003940804,0.0002291358,0.00003411043,0.000002083529],"category_scores_gemma":[0.00008259802,0.00005177826,0.00001719743,0.00009870065,0.00001397603,0.00008780634,0.00004762917,0.00002979509,1.603197e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001250473,"about_ca_system_score_gemma":0.00001845443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000234858,"about_ca_topic_score_gemma":0.000007208341,"domain_scores_codex":[0.9994554,0.00001039397,0.0002451556,0.00008547035,0.0001218534,0.00008173126],"domain_scores_gemma":[0.9992791,0.00002083516,0.0002047145,0.00007694199,0.000402829,0.00001561254],"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":[0.00005969908,0.00003775267,0.00002282718,0.00009854861,0.00001402486,2.077612e-9,0.001222708,0.00003721811,0.9243199,0.07382341,0.00007295201,0.0002910146],"study_design_scores_gemma":[0.0002997955,0.0003751476,0.0001530976,0.00008167627,0.0000382637,7.608315e-7,0.0007331637,0.006924828,0.977267,0.01406363,0.00001083104,0.00005178704],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968467,0.00003906138,0.00210992,0.0001542937,0.0001007035,0.0005931417,0.00001159701,0.0000189316,0.0001256612],"genre_scores_gemma":[0.9997142,0.00005368923,0.0001235954,0.00001082613,0.00001446042,0.00004787719,0.000003023889,0.00001006314,0.00002229098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05975978,"threshold_uncertainty_score":0.2111456,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2652614831","doi":"10.1299/jsmemm.2013._os1605-1_","title":"OS1605 Bending Deformation Property of Cast-Shape Memory Alloy for Brain Spatula Subjected to Temperature Variation","year":2013,"lang":"en","type":"article","venue":"The Proceedings of the Materials and Mechanics Conference","topic":"Shape Memory Alloy Transformations","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":"Geomechanica (Canada)","funders":"","keywords":"Bending; Materials science; Shape-memory alloy; Composite material; Deformation (meteorology); SMA*; Casting; Alloy; Structural engineering; Computer science; Engineering","authors":[{"name":"Shinichi HOMMA","is_ca":false},{"name":"Kohei Takeda","is_ca":false},{"name":"Hisaaki TOBUSHI","is_ca":false},{"name":"Kazuhiro Kitamura","is_ca":false},{"name":"Yukiharu YOSHIMI","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01629614233788732,"gpt":0.2166697544635528,"spread":0.2003736121256655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001176426,0.0001802753,0.0002871301,0.00006569778,0.000252312,0.0002321336,0.0005228958,0.0001009305,0.0002500751],"category_scores_gemma":[0.0003508256,0.00009271772,0.00004520333,0.0001727051,0.00004707253,0.0006035343,0.0001607018,0.00006833651,0.000009671151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002614259,"about_ca_system_score_gemma":0.00005990435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001421059,"about_ca_topic_score_gemma":0.00001260218,"domain_scores_codex":[0.9987487,0.00003592466,0.0005054399,0.0002065681,0.0002561756,0.0002472335],"domain_scores_gemma":[0.998591,0.00007521799,0.0003912337,0.0001607049,0.0007249914,0.0000568284],"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":[0.00006048641,0.00001843959,0.000002222257,0.0002847658,0.000009183691,1.080313e-8,0.003518425,0.00001088286,0.9763372,0.0193748,0.0001506164,0.0002329533],"study_design_scores_gemma":[0.0002651593,0.000119622,0.0004171931,0.0001776651,0.00004280566,0.000009810636,0.0009281716,0.002723515,0.9910315,0.004113504,0.00003389086,0.000137156],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943557,0.000006004944,0.0003573394,0.002619097,0.0003937638,0.00200659,0.0001219195,0.00004079638,0.00009883732],"genre_scores_gemma":[0.9976147,0.000008235166,0.001717456,0.0002101501,0.00005136477,0.0002432699,0.000007385356,0.00001804448,0.0001293678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01526129,"threshold_uncertainty_score":0.3780919,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2632782416","doi":"10.1299/jsmemm.2012._os1307-1_","title":"OS1307 Hardness and microstructure of electrodeposited Ni-Cu alloy with various composition gradients","year":2012,"lang":"en","type":"article","venue":"The Proceedings of the Materials and Mechanics Conference","topic":"Metal and Thin Film Mechanics","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":"Geomechanica (Canada)","funders":"","keywords":"Materials science; Vickers hardness test; Microstructure; Alloy; Composition (language); Copper; Chemical composition; Substrate (aquarium); Composite material; Analytical Chemistry (journal); Metallurgy; Chemistry","authors":[{"name":"Kodai UEMORI","is_ca":false},{"name":"Yoshihisa KANEKO","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007761427102808778,"gpt":0.1734952836370563,"spread":0.1657338565342475,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002488413,0.0001507545,0.0002386632,0.00002472472,0.00007843943,0.00004897446,0.0001940142,0.00006747594,0.000009180071],"category_scores_gemma":[0.000007335046,0.0000829343,0.00001495175,0.0000815264,0.00003786397,0.000120305,0.0001057389,0.00008687659,3.336163e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007474212,"about_ca_system_score_gemma":0.000005850487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000282866,"about_ca_topic_score_gemma":0.000001889071,"domain_scores_codex":[0.9993772,0.00000919371,0.0001880251,0.0001007649,0.0001279311,0.0001968998],"domain_scores_gemma":[0.9996261,0.000005038306,0.0001290285,0.00008709575,0.0001073137,0.00004541181],"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":[0.00004544178,0.00001081194,0.0000496281,0.0002487424,0.00004004678,4.096322e-8,0.0006006292,6.542341e-7,0.921877,0.07701598,0.00002216381,0.00008885742],"study_design_scores_gemma":[0.0002209041,0.00008129425,0.000862873,0.0001297737,0.0001015896,0.00006403976,0.00007834402,0.0007558871,0.9906204,0.006932679,0.00003454004,0.0001176385],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985943,0.0001924336,0.0002094209,0.00004680847,0.0005896647,0.0002390541,0.00003209779,0.00002961785,0.00006660481],"genre_scores_gemma":[0.9992928,0.0001877571,0.0004087714,0.00002212693,0.00002678337,0.00000846589,0.000002910453,0.00001751563,0.0000328648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07008331,"threshold_uncertainty_score":0.3381963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4360894269","doi":"10.1299/jsmemm.2022.os1714","title":"Effect of Strain Rate on Compressive Properties of High-Speed Tool Steel","year":2022,"lang":"en","type":"article","venue":"The Proceedings of the Materials and Mechanics Conference","topic":"High-Velocity Impact and Material Behavior","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":"Impact","funders":"","keywords":"Materials science; Strain rate; Split-Hopkinson pressure bar; Compressive strength; Composite material; Softening; Strain (injury); Compression (physics); Bar (unit); Slow strain rate testing; Flow stress; Compression test; Deformation (meteorology); Stress (linguistics)","authors":[{"name":"Kohei TATEYAMA","is_ca":false},{"name":"Hiroyuki Yamada","is_ca":false},{"name":"Hidetoshi KOBAYASHI","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02293804944139311,"gpt":0.2347653051412851,"spread":0.211827255699892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001869411,0.0002076278,0.0005517805,0.00004288711,0.0002270201,0.00008151756,0.0007566793,0.00005089524,0.0003465584],"category_scores_gemma":[0.0001390078,0.0001100484,0.00005460268,0.00009720976,0.0001721213,0.0001088475,0.0006881368,0.00009189545,0.000002158665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002007939,"about_ca_system_score_gemma":0.0000554816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001755009,"about_ca_topic_score_gemma":9.200787e-7,"domain_scores_codex":[0.9985557,0.0001671147,0.0004638471,0.0002143727,0.0003680171,0.0002309431],"domain_scores_gemma":[0.9988218,0.0000660326,0.0006834615,0.0002035906,0.00019125,0.00003384204],"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":[0.0009901656,0.0000437454,0.00000295988,0.0003992908,0.00001236231,1.659738e-7,0.00104167,0.00001052317,0.9554984,0.04187381,0.00002421338,0.0001026934],"study_design_scores_gemma":[0.0006063807,0.001044738,0.0001409929,0.0001917763,0.00008646642,0.000005758683,0.0003821594,0.00002756706,0.9958862,0.001486647,0.00001515542,0.0001261427],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976568,0.00001502501,0.00000294062,0.0002067261,0.0006497759,0.0008068417,0.0006054819,0.00002226313,0.00003416654],"genre_scores_gemma":[0.9997365,0.00001456533,0.00002666474,0.00003066195,0.00002691148,0.00005336208,0.000002423833,0.00001686182,0.00009206848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04038782,"threshold_uncertainty_score":0.4487643,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2650032507","doi":"10.1299/jsmemm.2015._os0803-15","title":"OS0803-155 Damage Analysis of a Femur with Total Hip Arthroplasty by FEA with Use of Medical CT Images","year":2015,"lang":"en","type":"article","venue":"The Proceedings of the Materials and Mechanics Conference","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Finite element method; Femur; Ultimate tensile strength; Fracture (geology); Materials science; Total hip arthroplasty; Structural engineering; Orthodontics; Medicine; Surgery; Composite material; Engineering","authors":[{"name":"Mitsugu Todo","is_ca":false},{"name":"Abdullah Abdul Halim","is_ca":false},{"name":"Yasuharu Nakashima","is_ca":false},{"name":"Yukihide Iwamoto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02803093354541315,"gpt":0.2420936541089369,"spread":0.2140627205635237,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006939026,0.0001889073,0.0006630384,0.0000755279,0.00005525274,0.00005041328,0.0001725311,0.0000582341,0.0001321616],"category_scores_gemma":[0.0001737997,0.00008356474,0.00005548354,0.0002819301,0.0003150078,0.0001286027,0.0002050791,0.0001152094,4.476589e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007642755,"about_ca_system_score_gemma":0.0001617673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002251526,"about_ca_topic_score_gemma":0.00002157992,"domain_scores_codex":[0.9984446,0.00002230165,0.000370477,0.000214126,0.0007465606,0.0002019602],"domain_scores_gemma":[0.9987306,0.00005117204,0.0004609099,0.0001871792,0.0004221367,0.0001479802],"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":[0.004133914,0.0005746758,0.01758493,0.0009809148,0.00268255,0.00002236389,0.003040471,0.000008310395,0.9340282,0.03135711,0.002021203,0.003565357],"study_design_scores_gemma":[0.005358993,0.003164846,0.0138395,0.001731821,0.005031529,0.0009207196,0.004690708,0.002067484,0.9615658,0.0005076701,0.0006389235,0.0004820076],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982218,0.00003806056,0.0001715996,0.0008246995,0.00007459126,0.0003120516,0.0002225483,0.00001367344,0.0001209757],"genre_scores_gemma":[0.9992653,0.0001371219,0.0002771972,0.0000625067,0.00002399343,0.000008084085,0.000008629076,0.00001537051,0.0002018499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03084944,"threshold_uncertainty_score":0.3407671,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}