{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"d7ca967bc803","filters":{"venue":"International Journal of Experimental and Computational Biomechanics"}},"results":[{"id":"W2157636478","doi":"10.1504/ijecb.2009.022858","title":"Modelling of mechanical properties of electrospun nanofibre network","year":2009,"lang":"en","type":"article","venue":"International Journal of Experimental and Computational Biomechanics","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":74,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Division of Civil, Mechanical and Manufacturing Innovation; Office of Naval Research; McGill University; National Science Foundation","keywords":"Materials science; van der Waals force; Composite material; Fusion; Torsion (gastropod); Ultimate tensile strength; Strain energy; Deformation (meteorology); Electrospinning; Fracture mechanics; Polymer; Structural engineering; Finite element method","authors":[{"name":"Xiaofan Wei","is_ca":false},{"name":"Zhenhai Xia","is_ca":false},{"name":"Shing Chung Josh Wong","is_ca":false},{"name":"Avinash Baji","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01847604699604298,"gpt":0.2605941532068057,"spread":0.2421181062107627,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002043288,0.0005740476,0.0003142264,0.000378628,0.0002427227,0.0004709054,0.0008881082,0.001829697,0.001625428],"category_scores_gemma":[0.0006639836,0.0002962075,0.0005638201,0.0003263984,0.0003837978,0.0007111494,0.00019669,0.0002594267,0.0003719805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006373179,"about_ca_system_score_gemma":0.0004323452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006070573,"about_ca_topic_score_gemma":0.003081654,"domain_scores_codex":[0.9998602,0.00001855459,0.00000672925,0.0000331231,0.00005809095,0.00002339575],"domain_scores_gemma":[0.9998471,0.00006852652,0.00003118556,0.00001664531,0.00002633802,0.00001015985],"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":[0.00001719208,0.00002068575,0.0002931411,0.00002994348,0.000008114444,0.0001418157,0.00001891749,0.9860092,0.01137564,0.0007493185,0.00007530735,0.001260751],"study_design_scores_gemma":[0.00000338802,0.00001691219,0.0003786954,0.000003119393,0.000002194131,0.00002796573,0.00000592889,0.9978543,0.001253224,0.0002515691,0.000198049,0.000004666794],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8270729,0.0007288322,0.1418358,0.0003065835,0.00004228038,0.0001303247,0.001104658,0.0004299784,0.02834855],"genre_scores_gemma":[0.9832012,0.0003304002,0.009753925,0.00002568003,0.000008837272,0.0001419915,0.0003372395,0.00005056584,0.00615021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006070573,"threshold_uncertainty_score":0.01207048,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2101889219","doi":"10.1504/ijecb.2009.022862","title":"Precision, repeatability and accuracy of Optotrak&lt;SUP align=right&gt;®&lt;/SUP&gt; optical motion tracking systems","year":2009,"lang":"en","type":"article","venue":"International Journal of Experimental and Computational Biomechanics","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Kingston General Hospital; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; University of Minnesota; University of Wisconsin-Madison","keywords":"Repeatability; Tracking (education); Displacement (psychology); Computer vision; Tilt (camera); Accuracy and precision; Match moving; Motion (physics); Artificial intelligence; Computer science; Biomedical engineering; Materials science; Mathematics; Engineering; Statistics","authors":[{"name":"J. Schmidt","is_ca":false},{"name":"Devin R. Berg","is_ca":false},{"name":"Heidi‐Lynn Ploeg","is_ca":false},{"name":"Leone Ploeg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0148585941891479,"gpt":0.3328696701626577,"spread":0.3180110759735097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005905297,0.0004983394,0.0004135559,0.0009224258,0.0003587134,0.000806273,0.0004917849,0.0006174474,0.0007729841],"category_scores_gemma":[0.01933619,0.0004637294,0.0003613021,0.0006495109,0.0006080574,0.0006137149,0.0006986154,0.0003529229,0.0003763254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003572822,"about_ca_system_score_gemma":0.0005523923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001428916,"about_ca_topic_score_gemma":0.002771034,"domain_scores_codex":[0.9934751,0.001631777,0.0007143721,0.001256999,0.002753748,0.0001679655],"domain_scores_gemma":[0.9871297,0.005893187,0.001409636,0.00146883,0.003964414,0.0001341141],"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":[0.002618398,0.0002828557,0.05704328,0.0009066402,0.0003779621,0.0001237966,0.001502063,0.005899435,0.6471426,0.0007721957,0.001013075,0.2823178],"study_design_scores_gemma":[0.0002487574,0.006333687,0.3701309,0.0002104673,0.0009338848,0.001469217,0.0006806667,0.02796589,0.5807742,0.001035608,0.009867835,0.0003489067],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8442931,0.003458349,0.1468811,0.0001781327,0.0002926412,0.0003145895,0.000461786,0.0007074799,0.003412742],"genre_scores_gemma":[0.9392473,0.0005172031,0.0580631,0.00006330475,0.00004123147,0.0001464348,0.000215233,0.0001255528,0.001580634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005905297,"threshold_uncertainty_score":0.03123057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1946328378","doi":"10.1504/ijecb.2015.070436","title":"A subject-specific inverse-dynamics approach for estimating joint stiffness in sideways fall","year":2015,"lang":"en","type":"article","venue":"International Journal of Experimental and Computational Biomechanics","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Inverse dynamics; Stiffness; Joint (building); Kinematics; Inverse; Dynamics (music); Joint stiffness; Structural engineering; Mechanics; Mathematics; Engineering; Physics; Classical mechanics; Geometry; Acoustics","authors":[{"name":"Yunhua Luo","is_ca":true},{"name":"Masoud Nasiri Sarvi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06448598833313673,"gpt":0.3610029005325424,"spread":0.2965169121994056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002909376,0.0004989616,0.0004819507,0.0005923268,0.000230365,0.0002919568,0.0003237339,0.0006853946,0.0008942662],"category_scores_gemma":[0.0009249446,0.000409725,0.0005059287,0.0003190612,0.0002160693,0.0003409332,0.0004048948,0.0003150393,0.0003040406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001519797,"about_ca_system_score_gemma":0.0005792847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005124866,"about_ca_topic_score_gemma":0.007082392,"domain_scores_codex":[0.9998294,0.00004119622,0.00001352656,0.00005554601,0.00004634382,0.00001403703],"domain_scores_gemma":[0.9998606,0.00005885213,0.00002532983,0.00001504992,0.00003293909,0.000007123183],"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":[0.0003017088,0.0002320087,0.01808804,0.0003616258,0.0001894807,0.0007341824,0.0007436452,0.5740908,0.1412247,0.002736921,0.0006520614,0.2606448],"study_design_scores_gemma":[0.00001143677,0.00009722754,0.01042646,0.00001554218,0.00003108332,0.0002833018,0.0000944667,0.9812441,0.005958321,0.001009547,0.000802699,0.00002573283],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07773756,0.0001136198,0.9212759,0.00003378521,0.00001374155,0.00004905904,0.0000792741,0.0002311226,0.0004658713],"genre_scores_gemma":[0.7410035,0.0003535493,0.2558853,0.00003770258,0.00001976125,0.0002650185,0.0002772977,0.00005096709,0.002106945],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005124866,"threshold_uncertainty_score":0.01019007,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2081201015","doi":"10.1504/ijecb.2009.029190","title":"Subject-specific finite element model of knee: experimental validation using composite and bovine specimens","year":2009,"lang":"en","type":"article","venue":"International Journal of Experimental and Computational Biomechanics","topic":"Knee injuries and reconstruction techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Finite element method; Composite number; Materials science; Model validation; Composite material; Subject (documents); Structural engineering; Biological system; Computer science; Engineering; Biology; Data science","authors":[{"name":"Jena L. Dressler","is_ca":true},{"name":"Anthony G. Au","is_ca":true},{"name":"Jason P. Carey","is_ca":true},{"name":"Alidad Amirfazli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02365424413183046,"gpt":0.3082269188287026,"spread":0.2845726746968721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006149084,0.0003788574,0.0003770866,0.0003646796,0.0001448116,0.0003138695,0.0009333818,0.0008271312,0.002138028],"category_scores_gemma":[0.0009138811,0.0002872649,0.0003511896,0.0002757204,0.0003756135,0.0001819236,0.0003707634,0.000252428,0.0007014283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002204682,"about_ca_system_score_gemma":0.0005421989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002571269,"about_ca_topic_score_gemma":0.003863582,"domain_scores_codex":[0.9997064,0.00005583563,0.00002944436,0.00005118822,0.0001372074,0.00001992444],"domain_scores_gemma":[0.9996899,0.0001028037,0.00004734384,0.0000680013,0.00007514169,0.0000167915],"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":[0.0004110861,0.0002883996,0.004649292,0.000438027,0.00005439605,0.0002969581,0.0004384357,0.823835,0.1442096,0.001202805,0.0004485399,0.02372744],"study_design_scores_gemma":[0.00007107834,0.0008375431,0.01250262,0.00007374481,0.00007169137,0.0006051092,0.0001633481,0.9520001,0.02849114,0.0005432323,0.004604174,0.00003622562],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6084254,0.0003302365,0.3840402,0.00007653395,0.00004271288,0.0002315904,0.001406776,0.0007985375,0.004647995],"genre_scores_gemma":[0.9368728,0.0002651291,0.05744021,0.00003797094,0.000005274179,0.0002547276,0.001414622,0.00009423764,0.003615102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002571269,"threshold_uncertainty_score":0.007152379,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1980956609","doi":"10.1504/ijecb.2012.049775","title":"The path to developing realistic finite element long bone models","year":2012,"lang":"en","type":"article","venue":"International Journal of Experimental and Computational Biomechanics","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Finite element method; Representation (politics); Parametric statistics; Computer science; Path (computing); Relevance (law); Computational model; Mathematical optimization; Algorithm; Engineering; Mathematics; Structural engineering","authors":[{"name":"Anthony G. Au","is_ca":true},{"name":"Alidad Amirfazli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02732039233491821,"gpt":0.3100313672429528,"spread":0.2827109749080346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002693447,0.0007909887,0.0009431163,0.0006317141,0.0004821835,0.001988605,0.002488265,0.002464154,0.005705575],"category_scores_gemma":[0.005602612,0.001281234,0.001071183,0.0004719693,0.001058252,0.003004417,0.001677868,0.003464675,0.003903407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006450487,"about_ca_system_score_gemma":0.001513548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001828959,"about_ca_topic_score_gemma":0.002401156,"domain_scores_codex":[0.9988894,0.0002795366,0.00008462253,0.0001100463,0.0005877139,0.00004862657],"domain_scores_gemma":[0.997343,0.00103672,0.0001408762,0.0005457972,0.0008099587,0.0001236313],"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":[0.0000591057,0.00009853116,0.001511073,0.0008840016,0.0001097399,0.0002701102,0.0004055283,0.4208758,0.01781828,0.3420028,0.02011309,0.1958519],"study_design_scores_gemma":[0.00003187315,0.0001012335,0.0004913227,0.0003341364,0.000036192,0.0004424323,0.0001416996,0.5753205,0.004228719,0.1997711,0.2190193,0.00008149657],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001507228,0.001028126,0.9918785,0.00166193,0.0001192227,0.00004007325,0.0001098595,0.0003670823,0.003288003],"genre_scores_gemma":[0.02919722,0.002712652,0.962864,0.0004377639,0.00009249135,0.0002000372,0.0003581216,0.000284205,0.003853428],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005705575,"threshold_uncertainty_score":0.01908702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}