{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":32,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":32,"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"},"query_hash":"5de0bab6adda","filters":{"venue":"Applied Mechanics Reviews"}},"results":[{"id":"W2138533896","doi":"10.1115/1.1553434","title":"Nonlocal Continuum Field Theories","year":2003,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Nonlocal and gradient elasticity in micro/nano structures","field":"Materials Science","cited_by":2623,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Physics; Classical mechanics; Field (mathematics); Theoretical physics; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.01091799150844072,"gpt":0.2396185306768029,"spread":0.2287005391683622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008006428,0.0002533036,0.0004820335,0.00003531973,0.0001778508,0.00006818182,0.0003280946,0.00009873784,0.001873834],"category_scores_gemma":[0.0002658289,0.0001830416,0.0001157305,0.0001709922,0.00004575415,0.00005834739,0.00006933379,0.0001738688,0.0012594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001761387,"about_ca_system_score_gemma":0.00002875414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006057602,"about_ca_topic_score_gemma":0.00002863797,"domain_scores_codex":[0.9984235,0.0001142512,0.0004619741,0.0003914386,0.0001850628,0.0004238027],"domain_scores_gemma":[0.9991127,0.0001582669,0.0001625782,0.0004149067,0.00003612868,0.0001154233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001162445,0.00001993173,0.000002360856,0.00004721041,0.000003233148,0.000001700651,0.00006858128,9.614774e-7,0.3274747,0.6614975,0.003270731,0.007601558],"study_design_scores_gemma":[0.0001677263,0.00003632883,8.110204e-7,0.00002996019,0.00002342626,0.00001191547,0.00003410182,0.000008571331,0.4974277,0.1447071,0.357357,0.0001953245],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02853422,0.01089832,0.8805909,0.0002847593,0.00425944,0.002280496,0.0000396762,0.0003089546,0.0728033],"genre_scores_gemma":[0.9404974,0.002597464,0.04761256,0.006863415,0.0004090424,0.0003222107,0.00001874352,0.00007036521,0.001608829],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9119632,"threshold_uncertainty_score":0.9995182,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080188816","doi":"10.1115/1.1523360","title":"Introduction to Tribology","year":2003,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":1326,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Tribology; Scope (computer science); Nanotribology; Lubrication; Nanotechnology; Engineering; Mechanical engineering; Materials science; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.01537095372163549,"gpt":0.2385170010482259,"spread":0.2231460473265904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003409439,0.0001470247,0.0002603191,0.00008512169,0.00007777687,0.00001362441,0.00007899371,0.00007742799,0.0007264453],"category_scores_gemma":[0.00007568572,0.0001394256,0.00006590009,0.0003244171,0.000002885367,0.00005287086,0.000007989019,0.0001504045,0.002570809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008324213,"about_ca_system_score_gemma":0.000008635438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001319143,"about_ca_topic_score_gemma":0.000009916641,"domain_scores_codex":[0.9991546,0.00003583691,0.0003202664,0.0002105466,0.00007140415,0.0002074003],"domain_scores_gemma":[0.999514,0.00002261802,0.00003264805,0.0003125002,0.00002644694,0.00009179799],"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":[0.000008472236,0.00005196621,0.000002705045,0.0000972331,0.00003859507,9.273578e-7,0.0003535646,0.005566857,0.1133268,0.4747776,0.3619995,0.0437757],"study_design_scores_gemma":[0.00007238371,0.00001587852,0.000002026817,0.000006218134,0.00001666525,0.0000111033,0.00004698822,0.000321711,0.01224296,0.002863316,0.9842595,0.0001412657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002781654,0.003498774,0.9574285,0.000393563,0.004544105,0.001171487,0.00000385342,0.0004980172,0.02968002],"genre_scores_gemma":[0.7049866,0.08357691,0.1864495,0.00312116,0.005683727,0.003175975,0.0001388783,0.0005265431,0.01234068],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.770979,"threshold_uncertainty_score":0.9982058,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2020621973","doi":"10.1115/1.1497492","title":"CardiovascularSolid Mechanics: Cells, Tissues, and Organs","year":2002,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":1168,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Presentation (obstetrics); Continuum mechanics; Mechanics; Physics; Medicine; Surgery","retraction":null,"screen_n_in":null,"score":{"opus":0.02036368072317289,"gpt":0.1865807543017131,"spread":0.1662170735785403,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003056238,0.000247223,0.0005125148,0.00004938734,0.0000723628,0.00004699004,0.0001489647,0.000133039,0.0002618963],"category_scores_gemma":[0.0000106166,0.0002395798,0.00008840435,0.0001312885,0.000004759574,0.00006109712,0.00006550224,0.0001659023,0.0005914664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003413961,"about_ca_system_score_gemma":0.000002350562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005046223,"about_ca_topic_score_gemma":0.000004762469,"domain_scores_codex":[0.9989251,0.00002362489,0.0003456096,0.000263613,0.000136707,0.0003052735],"domain_scores_gemma":[0.9994558,0.00001541869,0.00003687991,0.0003590995,0.00001563298,0.0001171389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005347992,0.00005377494,6.012573e-8,0.002027683,0.0002362218,0.00001950655,0.001193879,0.007462143,0.599543,0.1877178,0.004292063,0.1974484],"study_design_scores_gemma":[0.0005616351,0.00003654667,9.719869e-8,0.0001982861,0.0002839329,0.00003495739,0.00006097909,0.2229763,0.07377569,0.009628551,0.6916189,0.0008240956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001498221,0.07716405,0.9121453,0.00002560636,0.001219379,0.001196323,0.00001674477,0.00064296,0.00609147],"genre_scores_gemma":[0.6898834,0.2875263,0.02120909,0.0003381759,0.0004411648,0.0002416706,0.00001683808,0.0001950959,0.0001482907],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8909361,"threshold_uncertainty_score":0.9769782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2016266599","doi":"10.1115/1.1451084","title":"Continuum Mechanics and Theory of Materials","year":2002,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":550,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Victoria","funders":"","keywords":"Continuum mechanics; Classical mechanics; Solid mechanics; Mechanics; Viscoelasticity; Viscoplasticity; Physics; Mathematics; Constitutive equation; Thermodynamics","retraction":null,"screen_n_in":null,"score":{"opus":0.02985862269222103,"gpt":0.2052355157689613,"spread":0.1753768930767403,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005408428,0.0001676222,0.0004737706,0.00004114888,0.00002919182,0.00001984902,0.0001115059,0.0000986025,0.0003057823],"category_scores_gemma":[0.00002895396,0.0001515636,0.00003574703,0.00006960072,0.000005589771,0.00004408141,0.00005056889,0.000071266,0.00008906804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001091193,"about_ca_system_score_gemma":0.000001426115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.278794e-7,"about_ca_topic_score_gemma":0.000001653956,"domain_scores_codex":[0.9991146,0.00003293774,0.0004427372,0.0001472165,0.00007625117,0.0001862245],"domain_scores_gemma":[0.9996002,0.00003791462,0.00008068127,0.0002124402,0.0000157726,0.00005304311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000005124559,0.000009678304,1.325729e-8,0.0004853441,0.00001543958,4.645852e-7,0.0001684482,0.00006508761,0.4891718,0.4999783,0.0002470303,0.009853194],"study_design_scores_gemma":[0.0006429245,0.00006158674,2.617651e-7,0.0003887512,0.0001743511,0.00001313311,0.00008873698,0.01585937,0.636241,0.3016206,0.04432628,0.0005829678],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02891089,0.01760576,0.9464985,0.00001614227,0.001122423,0.001194951,0.00003937205,0.0002943452,0.004317638],"genre_scores_gemma":[0.9650651,0.02785052,0.006719187,0.0000966764,0.00008612443,0.00008136248,0.000005842478,0.00004984962,0.0000453716],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9397793,"threshold_uncertainty_score":0.6180586,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1963881005","doi":"10.1115/1.1432990","title":"Lattice models in micromechanics","year":2002,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Composite Material Mechanics","field":"Engineering","cited_by":489,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Micromechanics; Truss; Planar; Rigidity (electromagnetism); Lattice (music); Finite element method; Fiber bundle; Statistical physics; Computer science; Topology (electrical circuits); Materials science; Physics; Structural engineering; Mathematics; Fiber; Engineering; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.03708940932413136,"gpt":0.2114334764339291,"spread":0.1743440671097977,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004459335,0.0003523523,0.0006052485,0.000169927,0.00003826414,0.00005233252,0.0004077468,0.0001774322,0.00036769],"category_scores_gemma":[0.00001192761,0.0003716274,0.00009578009,0.0005207316,0.000003785853,0.0001298705,0.0001106221,0.00029977,0.001300319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001613171,"about_ca_system_score_gemma":0.000003736806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003042098,"about_ca_topic_score_gemma":0.0000139784,"domain_scores_codex":[0.9982599,0.00003820126,0.000676219,0.0003490532,0.0001779456,0.0004986882],"domain_scores_gemma":[0.9991348,0.00003160608,0.00007234069,0.0006266947,0.00001736945,0.0001171646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008049967,0.0001029143,9.188089e-8,0.000603676,0.0000306492,0.00001781245,0.0005099422,0.004774252,0.3145057,0.569796,0.00297316,0.1066778],"study_design_scores_gemma":[0.0005293964,0.00002719422,1.452901e-7,0.000151157,0.00004600274,0.00001917033,0.00001893944,0.785374,0.01872492,0.06708582,0.1273627,0.0006605141],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01786514,0.08413033,0.8057594,0.0002021039,0.00487312,0.007098006,0.000059201,0.002741152,0.07727154],"genre_scores_gemma":[0.8833315,0.06267038,0.05135355,0.0008563995,0.0002803649,0.0008465992,0.00003169244,0.0003808652,0.0002486606],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8654664,"threshold_uncertainty_score":0.9998736,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082274592","doi":"10.1115/1.1565084","title":"Review of studies on geometrically nonlinear vibrations and dynamics of circular cylindrical shells and panels, with and without fluid-structure interaction","year":2003,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":405,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Vibration; Mechanics; Flutter; Nonlinear system; Fluid–structure interaction; Fluid dynamics; Physics; Parametric statistics; Finite element method; Structural engineering; Engineering; Aerodynamics; Acoustics","retraction":null,"screen_n_in":null,"score":{"opus":0.01945442096128072,"gpt":0.2631381144571379,"spread":0.2436836934958572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000270015,0.0001656502,0.000627665,0.0001264222,0.00003232756,0.000009688823,0.00003828251,0.00006197632,0.00001364267],"category_scores_gemma":[0.0001209487,0.0001221194,0.00003794883,0.0004321516,0.00002776974,0.00005182602,0.00001754436,0.0001242619,8.785408e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002634738,"about_ca_system_score_gemma":0.00001043732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.858373e-7,"about_ca_topic_score_gemma":0.000007454666,"domain_scores_codex":[0.9990848,0.00004016062,0.0004851186,0.0001885079,0.0001169797,0.00008438765],"domain_scores_gemma":[0.9994836,0.00005024877,0.0001603736,0.0001861101,0.00006329017,0.00005635951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001278368,0.000414439,0.0006755196,0.1347596,0.003161138,0.00000604906,0.002095579,0.0180383,0.05845084,0.5080968,0.0004415294,0.2737324],"study_design_scores_gemma":[0.001526394,0.0004626549,0.00009128768,0.009555528,0.002037378,0.0001065718,0.0008494506,0.9617269,0.006343296,0.004371461,0.01190692,0.001022178],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.01620683,0.2434797,0.7375879,0.000122666,0.000103567,0.001544973,0.00004517935,0.00005840642,0.000850711],"genre_scores_gemma":[0.4804204,0.4935401,0.02563844,0.0002857245,0.00001206946,0.00002905393,0.0000382928,0.00002833888,0.000007619104],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9436886,"threshold_uncertainty_score":0.4979885,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036386017","doi":"10.1115/1.1445327","title":"Structural Monitoring with Fiber Optic Technology","year":2002,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":368,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Optical fiber; Fiber optic sensor; Materials science; Structural health monitoring; Fiber; Optics; Composite material; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.02311424997585835,"gpt":0.2284186653578576,"spread":0.2053044153819993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006593829,0.0002726501,0.0003999252,0.0001076994,0.00005568349,0.00001629151,0.0002165529,0.0001309734,0.0002766965],"category_scores_gemma":[0.00001265997,0.000224502,0.00004295707,0.0004656104,0.00001688298,0.00006645895,0.00003547948,0.0003093255,0.0009919299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008274733,"about_ca_system_score_gemma":0.000001937353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.941249e-7,"about_ca_topic_score_gemma":3.222599e-7,"domain_scores_codex":[0.9989163,0.000006089681,0.0003056909,0.000260663,0.0001330211,0.0003782343],"domain_scores_gemma":[0.9993153,0.00002080671,0.00005974372,0.000509052,0.00001946163,0.00007565581],"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":[0.00001077929,0.00002409829,0.00001530586,0.0005758533,0.0001555235,0.00005830351,0.000444033,0.03301479,0.02761934,0.09004132,0.0009543658,0.8470863],"study_design_scores_gemma":[0.002890971,0.0003021362,0.000018837,0.0009620926,0.0004276734,0.0007301748,0.0005277052,0.2230142,0.08399824,0.01912395,0.6640171,0.003986843],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4640608,0.1928177,0.1811217,0.0004979229,0.00406455,0.01154474,0.00002489079,0.01150649,0.1343612],"genre_scores_gemma":[0.527666,0.008859298,0.4614196,0.00004749603,0.0002928129,0.0005098558,0.000005393148,0.0002682453,0.0009312747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8430994,"threshold_uncertainty_score":0.9997859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2081085308","doi":"10.1115/1.3090830","title":"Asymptotic Homogenization of Composite Materials and Structures","year":2009,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Composite Material Mechanics","field":"Engineering","cited_by":286,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Homogenization (climate); Asymptotic homogenization; Composite number; Moduli; Composite material; Materials science; Stiffness; Boundary value problem; Structural engineering; Mathematics; Mathematical analysis; Physics; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.009809836434567475,"gpt":0.2119498944238375,"spread":0.2021400579892701,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001931819,0.0001960697,0.0004743495,0.00007037053,0.00003037923,0.00003623013,0.0001350334,0.00008362797,0.00005755234],"category_scores_gemma":[0.000007830244,0.0001847632,0.00003196143,0.0001523197,0.000004985603,0.00004392437,0.00003482204,0.00005484742,0.0000181355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002393938,"about_ca_system_score_gemma":0.000003733783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.697992e-7,"about_ca_topic_score_gemma":4.608809e-7,"domain_scores_codex":[0.9990817,0.00002524799,0.0004601729,0.0001644262,0.0001037863,0.00016465],"domain_scores_gemma":[0.999543,0.00001202682,0.0001004183,0.0002686517,0.00002116309,0.00005481154],"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":[0.000006454362,0.000006020776,1.484355e-7,0.0001917337,0.000008541176,3.789968e-7,0.00004654608,0.0001249372,0.8534065,0.1183473,0.00005323962,0.02780822],"study_design_scores_gemma":[0.0002726502,0.00005788145,0.00003949022,0.00009284491,0.00007543127,0.00001177085,0.000005081423,0.001710212,0.9512228,0.04164659,0.0045843,0.0002809532],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.686098,0.01972738,0.2838509,0.00006728106,0.002071558,0.004055159,0.00009259213,0.0008569892,0.003180155],"genre_scores_gemma":[0.9862745,0.003533196,0.009974319,0.00007802832,0.00005928586,0.00001631174,0.00003177341,0.00002920047,0.000003331457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3001765,"threshold_uncertainty_score":0.7534423,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037331737","doi":"10.1115/1.2730845","title":"The Analytical Method in Geomechanics","year":2007,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":207,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Geomechanics; Poromechanics; Boundary value problem; Computer science; Elasticity (physics); Porous medium; Mathematics; Geology; Geotechnical engineering; Porosity; Physics; Mathematical analysis","retraction":null,"screen_n_in":null,"score":{"opus":0.01714450879162883,"gpt":0.268449500307453,"spread":0.2513049915158242,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003573434,0.0002129036,0.0003537214,0.00009583223,0.00006036973,0.00003280819,0.0002726105,0.0001187605,0.00001300828],"category_scores_gemma":[0.00005837142,0.0001598897,0.0000964433,0.000513695,0.00000374763,0.00002897592,0.0000409062,0.0003855082,0.0001645561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009643473,"about_ca_system_score_gemma":0.000007274977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002301327,"about_ca_topic_score_gemma":0.0000273416,"domain_scores_codex":[0.9985416,0.0000184163,0.0005638281,0.0001998182,0.0001599023,0.0005164207],"domain_scores_gemma":[0.9992229,0.0002110527,0.00003811197,0.0004093378,0.00001223226,0.0001063584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005194441,0.00001119376,4.701897e-7,0.0001172574,0.00002118265,0.000006661005,0.00007234018,0.0512717,0.002713223,0.5269573,0.0006812124,0.4181423],"study_design_scores_gemma":[0.0001258549,0.000006231978,0.000001432789,0.00004015159,0.00001569006,0.000004791,0.00002737597,0.5746354,0.001560528,0.008173682,0.4152131,0.0001957543],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00006545059,0.006829182,0.9845107,0.00002068958,0.0004359343,0.0003730391,7.812989e-7,0.00019532,0.007568969],"genre_scores_gemma":[0.621807,0.1352559,0.238417,0.001017867,0.001351404,0.0006078873,0.00004188879,0.0006787296,0.0008222633],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7460936,"threshold_uncertainty_score":0.6520113,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2064250728","doi":"10.1115/1.4003503","title":"Recent Developments in Multifunctional Nanocomposites Using Carbon Nanotubes","year":2010,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Carbon Nanotubes in Composites","field":"Materials Science","cited_by":179,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Carbon nanotube; Nanocomposite; Nanotechnology; Materials science; Polymer nanocomposite; Composite number; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.03204780492947362,"gpt":0.278554090219739,"spread":0.2465062852902654,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00140103,0.0003422926,0.0005789815,0.0001927447,0.0001255657,0.00008473823,0.0004895944,0.0001854904,0.0003510875],"category_scores_gemma":[0.0001244367,0.0003124469,0.00008122477,0.0005126267,0.00003757147,0.00009671681,0.0003024003,0.000361344,0.0002168628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001854067,"about_ca_system_score_gemma":0.0001350145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004569941,"about_ca_topic_score_gemma":0.0001566727,"domain_scores_codex":[0.9974806,0.00008959902,0.000869022,0.0006532471,0.0004094119,0.0004980703],"domain_scores_gemma":[0.9988632,0.0001216272,0.0002523827,0.0005602397,0.00008149682,0.000121034],"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":[0.00002584411,0.00008789852,0.00009110363,0.00003938975,0.000004178345,0.000003282517,0.00008243843,0.00003127974,0.9717315,0.008785208,0.00003761757,0.01908022],"study_design_scores_gemma":[0.0005159717,0.00001529615,0.00004582154,0.0001004687,0.00002354204,0.00002818239,0.00001106186,0.002078735,0.858836,0.001528523,0.1363822,0.0004342155],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868405,0.0034234,0.0008431799,0.00005266746,0.003222815,0.001647633,0.000008424854,0.0001332827,0.00382803],"genre_scores_gemma":[0.7932144,0.004095075,0.2009237,0.0006723021,0.0003646499,0.000509596,0.00003717388,0.0001034818,0.0000795896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2000805,"threshold_uncertainty_score":0.9999328,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2472732782","doi":"10.1115/1.4033966","title":"Transport Phenomena and Properties in Treelike Networks","year":2016,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":133,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"China Scholarship Council; Natural Science Foundation of Zhejiang Province; National Natural Science Foundation of China","keywords":"Computer science; Phenomenon; Epistemology; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.01897170601386762,"gpt":0.1924725244733786,"spread":0.173500818459511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002128735,0.0001287856,0.0002438692,0.00003898429,0.00001585721,0.000005641602,0.00005857864,0.00006219264,0.00002880991],"category_scores_gemma":[0.000001866392,0.00008193976,0.00002506685,0.0001129799,0.00000592149,0.00005795961,0.000004191418,0.00006393791,0.00001528512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002616114,"about_ca_system_score_gemma":0.000004178019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001379996,"about_ca_topic_score_gemma":0.00003206247,"domain_scores_codex":[0.9993472,0.00001027781,0.0002728248,0.0001394249,0.00004978382,0.0001805654],"domain_scores_gemma":[0.9998001,0.000007987672,0.00000743031,0.0001279626,0.000005117332,0.00005143655],"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":[0.00001594464,0.00002722102,0.0000297135,0.0003923096,0.00001513832,0.000001937873,0.0004534243,0.007717347,0.017983,0.02126645,0.0001171154,0.9519804],"study_design_scores_gemma":[0.006351778,0.0001705352,0.0004611582,0.002616553,0.0002118395,0.00001654444,0.000135958,0.3905231,0.01501535,0.006506339,0.5752091,0.002781664],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00204432,0.0139779,0.9783248,0.00004617979,0.0001059613,0.0008114003,0.000002334259,0.0001399481,0.004547216],"genre_scores_gemma":[0.9173496,0.08123068,0.00101857,0.00008735278,0.00005054471,0.0001885742,0.000003858881,0.00003248243,0.00003833481],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9773062,"threshold_uncertainty_score":0.3341406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2783668963","doi":"10.1115/1.4038931","title":"Redundancy in Parallel Mechanisms: A Review","year":2018,"lang":"en","type":"review","venue":"Applied Mechanics Reviews","topic":"Robotic Mechanisms and Dynamics","field":"Engineering","cited_by":129,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Redundancy (engineering); Computer science; Kinematics; Theoretical computer science; Distributed computing; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.04558784854930557,"gpt":0.2956326976251877,"spread":0.2500448490758821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002253789,0.001484212,0.006653063,0.0003803472,0.00007307823,0.00006288227,0.00124889,0.0008693366,0.0004141171],"category_scores_gemma":[0.00009597636,0.001244498,0.001113891,0.001353845,0.00001958377,0.00008821306,0.0002469753,0.001138868,0.003480989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004329042,"about_ca_system_score_gemma":0.0001586034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002248233,"about_ca_topic_score_gemma":0.00001637217,"domain_scores_codex":[0.9941496,0.000206712,0.00311259,0.001087206,0.000434243,0.00100971],"domain_scores_gemma":[0.9969715,0.00009688016,0.0006573115,0.001937188,0.00004258411,0.0002945657],"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":[6.226554e-7,0.00002267709,2.103691e-10,0.1455888,0.00005151602,0.00001197411,0.000008341919,0.00001988023,5.309792e-7,0.2298614,0.006815341,0.617619],"study_design_scores_gemma":[0.0001366402,0.00002754124,8.729981e-10,0.1235558,0.0007289189,0.00004734689,0.000002101898,0.0008741328,2.079854e-7,0.03240847,0.8412097,0.001009168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.808224e-10,0.6576462,0.3327986,0.000005765655,0.0007139838,0.004438005,0.00002068018,0.0002516375,0.004125093],"genre_scores_gemma":[3.231857e-9,0.825029,0.1708707,0.0003059589,0.0001795415,0.002887534,0.0002307987,0.0003217849,0.0001746992],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8343943,"threshold_uncertainty_score":0.9997907,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2171012647","doi":"10.1115/1.2110231","title":"Review of Thermal Joint Resistance Models for Nonconforming Rough Surfaces","year":2006,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":111,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Limiting; Microscale chemistry; Thermal; Heat flux; Mathematics; Mechanics; Heat transfer; Thermodynamics; Mechanical engineering; Engineering; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.03073958220822976,"gpt":0.2471013873118199,"spread":0.2163618051035901,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005900564,0.0002156012,0.0005975244,0.00004329228,0.00008617628,0.00001198125,0.0001462235,0.00007561143,0.00006049927],"category_scores_gemma":[0.00002102721,0.000188859,0.0002196119,0.0001958787,0.000007629212,0.0001702754,0.00001618327,0.0001155002,0.00003033532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006667186,"about_ca_system_score_gemma":0.00002068279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001316775,"about_ca_topic_score_gemma":0.00003539805,"domain_scores_codex":[0.9985535,0.00001866068,0.0008711706,0.0001907398,0.0001300214,0.0002359399],"domain_scores_gemma":[0.9992415,0.00006445945,0.0002128659,0.0003499369,0.00009107484,0.00004012911],"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":[0.00004247017,0.0001582382,0.000001456937,0.06161344,0.0001435496,0.000001162775,0.0004979778,0.09724078,0.1213501,0.5096727,0.1693083,0.03996978],"study_design_scores_gemma":[0.000236206,0.00001672899,0.000001363078,0.005268668,0.0001104335,0.000002059919,0.00004831039,0.03750518,0.01557083,0.0148217,0.9260448,0.0003736697],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.0006672466,0.4138893,0.5371658,0.00006947359,0.0005476979,0.002441065,0.00004794842,0.000229037,0.04494254],"genre_scores_gemma":[0.08670389,0.8248268,0.084103,0.0005122808,0.0002981288,0.001203918,0.000133778,0.0001708613,0.002047321],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7567365,"threshold_uncertainty_score":0.7701446,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2145566988","doi":"10.1115/1.4007909","title":"Instability in Stratified Shear Flow: Review of a Physical Interpretation Based on Interacting Waves","year":2011,"lang":"en","type":"review","venue":"Applied Mechanics Reviews","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":110,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Instability; Stratified flow; Stratified flows; Mechanics; Shear flow; Stratification (seeds); Physics; Internal wave; Vorticity; Shear (geology); Classical mechanics; Rayleigh–Taylor instability; Geology; Turbulence; Vortex","retraction":null,"screen_n_in":null,"score":{"opus":0.04236411564802331,"gpt":0.2914663798561393,"spread":0.249102264208116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001713929,0.0005639825,0.003023877,0.00008849634,0.00004369443,0.0000230108,0.0005311286,0.0001827457,0.0008458672],"category_scores_gemma":[0.0003899687,0.0003862329,0.000640497,0.001050225,0.00003904054,0.0001221849,0.00002637557,0.0006413935,0.00014831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001777007,"about_ca_system_score_gemma":0.0002418157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004674239,"about_ca_topic_score_gemma":0.00007375839,"domain_scores_codex":[0.996716,0.0004286277,0.00158282,0.0006717471,0.0002824231,0.0003184365],"domain_scores_gemma":[0.9974732,0.0005956749,0.001163685,0.0006153047,0.00004684918,0.0001052356],"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":[0.00001290719,0.00006868079,0.000001559733,0.139731,0.00001389001,0.000001056303,0.00006279525,0.000008976859,7.186586e-8,0.0003498785,0.00004279962,0.8597063],"study_design_scores_gemma":[0.0001388638,0.0002273637,0.00000358026,0.2741459,0.0004420859,0.00000263536,0.00002780508,0.01926139,0.000002315908,0.001000372,0.7041791,0.0005685794],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001812624,0.9873079,0.001661301,0.00000534318,0.0001605408,0.002283708,0.00004987534,0.00002773423,0.008501754],"genre_scores_gemma":[0.0004587949,0.9953269,0.003530035,0.0002385903,0.00005296994,0.00006465399,0.0003064917,0.00001690145,0.000004659987],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8591378,"threshold_uncertainty_score":0.999859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088631628","doi":"10.1115/1.1583758","title":"Computational modeling of cell sorting, tissue engulfment, and related phenomena: A review","year":2004,"lang":"en","type":"review","venue":"Applied Mechanics Reviews","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":101,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Computational model; Computer science; Morphogenesis; Complement (music); Homogeneous; Biology; Cognitive science; Computational biology; Artificial intelligence; Statistical physics; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.02920547154575803,"gpt":0.3083074704953926,"spread":0.2791019989496346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007765852,0.0005380104,0.001921216,0.00009709997,0.00008334224,0.00001599983,0.0002837142,0.0003546117,0.0001060445],"category_scores_gemma":[0.00005824139,0.0004735599,0.0004915922,0.0002391718,0.00001538114,0.000004032285,0.0002706089,0.0003574906,0.0000647527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005674998,"about_ca_system_score_gemma":0.0002377927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000363479,"about_ca_topic_score_gemma":0.000001110752,"domain_scores_codex":[0.9970016,0.0001153814,0.001686455,0.0007274533,0.0001896932,0.0002793465],"domain_scores_gemma":[0.9979082,0.0000183966,0.001250372,0.0006078024,0.00009121109,0.0001240666],"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":[0.000004557123,0.0001793614,2.148141e-9,0.1333816,0.0002531557,0.000002930354,0.00002873472,0.0001760632,0.002735856,0.03278546,0.0005813332,0.8298709],"study_design_scores_gemma":[0.0002054087,0.00008856387,4.027489e-10,0.02368711,0.0009031779,0.00004826041,0.000005310862,0.0005613127,0.0001742599,0.001768407,0.9721347,0.0004234541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.25192e-7,0.9510851,0.04429857,0.000007258088,0.0001608825,0.002197429,0.00003867875,0.00001158927,0.002200198],"genre_scores_gemma":[0.00002120353,0.9929568,0.004769362,0.0001095217,0.00008678407,0.0003321393,0.00136234,0.00009074942,0.0002711534],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9715534,"threshold_uncertainty_score":0.9997716,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1990883965","doi":"10.1115/1.4007112","title":"What is Hysteresis?","year":2011,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Piezoelectric Actuators and Control","field":"Engineering","cited_by":88,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Hysteresis; Backlash; Preisach model of hysteresis; Variety (cybernetics); Control theory (sociology); Computer science; Topology (electrical circuits); Magnetic hysteresis; Statistical physics; Physics; Magnetic field; Engineering; Condensed matter physics; Electrical engineering; Quantum mechanics","retraction":null,"screen_n_in":null,"score":{"opus":0.02720507317322243,"gpt":0.2094074683994319,"spread":0.1822023952262094,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002126355,0.0001851069,0.0003452166,0.00004183024,0.00003068532,0.00003560837,0.0002194353,0.00008343149,0.0004520747],"category_scores_gemma":[0.00000368457,0.0001563178,0.00009936916,0.0001633772,0.000003018556,0.0001361391,0.00002289123,0.0001298324,0.001240858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003067657,"about_ca_system_score_gemma":0.00000643502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000148157,"about_ca_topic_score_gemma":0.000001514967,"domain_scores_codex":[0.9991512,0.00001040644,0.0002978839,0.0001758532,0.00009664505,0.0002680257],"domain_scores_gemma":[0.999463,0.00001024044,0.00004851837,0.0003807727,0.00001097236,0.00008646548],"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":[0.000003105376,0.00001201615,2.475247e-7,0.0000717361,0.00002644705,0.000001304603,0.0003723351,5.413266e-7,0.001379431,0.03466619,0.006831844,0.9566348],"study_design_scores_gemma":[0.0004017236,0.00003585574,0.000001702058,0.0001048074,0.00009635768,0.000005774144,0.0000901469,0.01403476,0.009886419,0.02756837,0.9472435,0.0005306188],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0008179196,0.135122,0.7842343,0.00004888631,0.001658385,0.001939327,0.00000459577,0.0006724969,0.07550206],"genre_scores_gemma":[0.8976662,0.09715351,0.002763718,0.001572997,0.0001291755,0.0003546393,0.000004042564,0.00007172382,0.0002839506],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9561042,"threshold_uncertainty_score":0.9995368,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2460402063","doi":"10.1115/1.4033967","title":"Manufacture and Mechanics of Topologically Interlocked Material Assemblies","year":2016,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":74,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Air Force Office of Scientific Research; Natural Sciences and Engineering Research Council of Canada; U.S. Army","keywords":"Adaptability; Scaffold; Materials science; Mechanical engineering; Computer science; Property (philosophy); Nanotechnology; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.00996087030363738,"gpt":0.2079036619703719,"spread":0.1979427916667345,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001617548,0.0002070533,0.000434464,0.00004791232,0.00002539626,0.00001780424,0.0001846012,0.0001279073,0.0002562541],"category_scores_gemma":[0.000009587542,0.0001248996,0.00007443258,0.00006007492,0.00001166883,0.00003234626,0.00009077001,0.0000788644,0.00001918672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001849099,"about_ca_system_score_gemma":0.000003787251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001313793,"about_ca_topic_score_gemma":0.000003364589,"domain_scores_codex":[0.9991494,0.00002176414,0.0003547968,0.0001889798,0.00009850157,0.0001865472],"domain_scores_gemma":[0.9995509,0.00002711841,0.00007238105,0.0002748189,0.00001441316,0.00006034843],"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":[0.00001525381,0.000004878504,3.873842e-7,0.0001597798,0.00002263253,0.000001079554,0.00004875634,0.000004188665,0.8213459,0.08454075,0.0003831999,0.09347321],"study_design_scores_gemma":[0.0004004934,0.00007812564,0.000009905159,0.0001291293,0.00006470332,0.00002000109,0.00003510166,0.0002338355,0.856683,0.0706555,0.07132748,0.0003627848],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3600928,0.01531464,0.6116039,0.0002431406,0.00251492,0.002535091,0.0001112783,0.0007388187,0.006845396],"genre_scores_gemma":[0.9892333,0.007328476,0.003203478,0.00006268062,0.00006902197,0.00003557288,0.000008313659,0.00002676067,0.00003236735],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6291405,"threshold_uncertainty_score":0.5093259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018433689","doi":"10.1115/1.1451167","title":"Probabilistic Assessment of Structures using Monte Carlo Simulations","year":2002,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Probabilistic and Robust Engineering Design","field":"Decision Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Probabilistic logic; Czech; Computer science; Order (exchange); Curiosity; Operations research; Psychology; Mathematics; Artificial intelligence; Philosophy; Social psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.2555689697208586,"gpt":0.394674210730377,"spread":0.1391052410095183,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001678856,0.0002170066,0.0006848357,0.0001638922,0.0001125579,0.0000591177,0.0005758549,0.0000982635,0.0005961141],"category_scores_gemma":[0.001299352,0.0001505328,0.0001543994,0.0007664829,0.00003346631,0.00008082362,0.0001094208,0.0001667448,0.00003680045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008330207,"about_ca_system_score_gemma":0.00004082766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005398962,"about_ca_topic_score_gemma":0.000003621291,"domain_scores_codex":[0.9972354,0.0001238293,0.001168653,0.000452722,0.0007702275,0.0002491336],"domain_scores_gemma":[0.9977883,0.0005515955,0.0004697483,0.0009040025,0.0001798517,0.000106546],"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":[0.000002122122,0.00006629246,0.00001022193,0.00008910789,0.00001844014,0.000001141598,0.0001530539,0.5845098,0.003761573,0.3888755,0.001056388,0.02145633],"study_design_scores_gemma":[0.0001579367,0.00002386031,0.0000249764,0.00003710877,0.0000562125,0.000003390509,0.00002418372,0.8843256,0.00007068214,0.1032874,0.01181105,0.0001775959],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003936084,0.002995711,0.9891467,0.00003491412,0.0003530039,0.001438508,0.00002867076,0.00004985207,0.002016556],"genre_scores_gemma":[0.9025083,0.0002208689,0.09698503,0.00005263542,0.00005113178,0.00003173134,0.000001539699,0.00001906579,0.0001296893],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8985722,"threshold_uncertainty_score":0.6527031,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2159999066","doi":"10.1115/1.4023013","title":"Finite-Temperature Quasi-Continuum","year":2013,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":59,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"Agence Nationale de la Recherche","keywords":"Quasistatic process; Statistical physics; Continuum hypothesis; Entropy (arrow of time); Computational Science and Engineering; Molecular dynamics; Computer science; Finite element method; Physics; Applied mathematics; Classical mechanics; Mathematics; Thermodynamics","retraction":null,"screen_n_in":null,"score":{"opus":0.01852329595838291,"gpt":0.2304029745040326,"spread":0.2118796785456497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006383286,0.0003211749,0.0006243553,0.00004321703,0.0001580564,0.0001906023,0.0005261038,0.0002094872,0.006657998],"category_scores_gemma":[0.0001368172,0.0002147412,0.0001426838,0.0001821345,0.00002364804,0.0001798503,0.0001762231,0.000270936,0.01359918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003032411,"about_ca_system_score_gemma":0.00003174539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002428352,"about_ca_topic_score_gemma":0.00001588215,"domain_scores_codex":[0.9980569,0.00009144139,0.0006130115,0.0005271165,0.0002186696,0.0004928486],"domain_scores_gemma":[0.9987792,0.00005367471,0.000208331,0.0006989837,0.00008125418,0.000178579],"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":[0.000006689698,0.00002764177,9.071181e-8,0.00008029627,0.000003187592,7.640706e-7,0.00009258909,5.452061e-7,0.9290705,0.0309139,0.02750145,0.0123024],"study_design_scores_gemma":[0.0002180303,0.00005656363,8.64808e-7,0.00005589962,0.00002386388,0.000005607169,0.00004674488,0.00004536254,0.5921791,0.02886848,0.3781857,0.0003137839],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4454539,0.1663868,0.2079152,0.006787691,0.02096523,0.04276508,0.0002467001,0.004183354,0.105296],"genre_scores_gemma":[0.9494805,0.005581304,0.02437964,0.01191647,0.0008444753,0.001506484,0.0000610249,0.0001361113,0.00609395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5040267,"threshold_uncertainty_score":0.9942501,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4303415297","doi":"10.1115/1.4055888","title":"A Review of Techniques for Measuring the Biot Coefficient and Other Effective Stress Parameters for Fluid-Saturated Rocks","year":2022,"lang":"en","type":"review","venue":"Applied Mechanics Reviews","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Nuclear Waste Management Organization","funders":"","keywords":"Biot number; Poromechanics; Materials science; Compressibility; Effective stress; Bulk modulus; Geotechnical engineering; Isotropy; Pore water pressure; Stress (linguistics); Elastic modulus; Mechanics; Overburden pressure; Porosity; Geology; Composite material; Porous medium; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.06370458427753391,"gpt":0.3031336440761642,"spread":0.2394290597986303,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002696928,0.0007071376,0.002913559,0.0001524749,0.0001904291,0.00003472625,0.0005571476,0.0002531675,0.000009980691],"category_scores_gemma":[0.0002013194,0.0004779038,0.0008337591,0.0004181459,0.00001007894,0.00002287688,0.0001785338,0.0004241324,0.000001540236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001789868,"about_ca_system_score_gemma":0.00005531347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003947269,"about_ca_topic_score_gemma":0.000002178751,"domain_scores_codex":[0.9972205,0.000144226,0.001407541,0.0005818002,0.0002225623,0.000423344],"domain_scores_gemma":[0.9978545,0.0006264378,0.0006327052,0.0007331693,0.00007245036,0.00008077695],"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":[0.000004263529,0.00001371632,3.342957e-10,0.245573,0.0001509655,9.15697e-8,0.00002638697,0.00009605554,0.00006076496,0.002095985,0.0006114931,0.7513673],"study_design_scores_gemma":[0.0001216465,0.00007255448,1.157498e-10,0.07264932,0.001395282,0.000005946263,0.00001123473,0.007550028,0.0007591249,0.0002935754,0.9166951,0.0004461821],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[6.138408e-8,0.6823522,0.3010316,0.000002772071,0.0001961929,0.01599188,0.0002714779,0.00009609104,0.00005764548],"genre_scores_gemma":[0.000002532104,0.9694393,0.005537707,0.0002229697,0.00005794443,0.02438411,0.0001360966,0.000213689,0.000005689025],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9160836,"threshold_uncertainty_score":0.9997672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2016980323","doi":"10.1115/1.3090832","title":"Some Observations on the Origins of Newton’s Law of Cooling and Its Influences on Thermofluid Science","year":2009,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Experimental and Theoretical Physics Studies","field":"Physics and Astronomy","cited_by":21,"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":"Thermal conduction; Law; Heat transfer; Mechanics; Physics; Prandtl number; Newton's laws of motion; Classical mechanics; Thermodynamics; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.04129568412056643,"gpt":0.2928856477041356,"spread":0.2515899635835692,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002670233,0.0001097155,0.0002413839,0.00001660936,0.0001718597,0.00001054199,0.000189825,0.00001093072,0.00001089262],"category_scores_gemma":[0.000007059141,0.00006385957,0.00004998752,0.0001794134,0.0001135141,0.00005560161,0.00004763007,0.00007592136,0.000009460181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001358664,"about_ca_system_score_gemma":0.00001591899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001169884,"about_ca_topic_score_gemma":1.459607e-7,"domain_scores_codex":[0.9993169,0.00001615195,0.0002325304,0.0001555765,0.000153538,0.0001253286],"domain_scores_gemma":[0.9995337,0.00007698868,0.00013868,0.00018244,0.00003676572,0.00003140166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000560105,0.00006008554,0.000001443827,0.000007085608,0.000006457783,1.061885e-8,0.0001247388,0.000003937999,0.1970346,0.8017616,0.000006007523,0.0009883862],"study_design_scores_gemma":[0.00006767231,0.00007482635,0.00001211168,0.00006682403,0.00001142798,1.583934e-8,0.00009553709,0.00006294784,0.2843713,0.7144991,0.0006808104,0.0000575122],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8002964,0.007442156,0.0007456452,0.001331171,0.0001970166,0.002419032,0.00006481843,0.00003214963,0.1874716],"genre_scores_gemma":[0.998927,0.0003953434,0.00006962799,0.0005168531,0.00004777814,0.00003033219,0.000001317513,0.000003887653,0.000007855409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1986306,"threshold_uncertainty_score":0.2604117,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2108945006","doi":"10.1115/1.4031964","title":"The Contribution of Kawada to the Analytical Solution for the Velocity Induced by a Helical Vortex Filament","year":2015,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Vortex; Protein filament; Honor; Originality; Mechanics; Physics; Mathematics; Materials science; Computer science; Law; Political science; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.03071945510738136,"gpt":0.2595358293836581,"spread":0.2288163742762767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001879052,0.0001484059,0.0002657927,0.00001334164,0.000146417,0.00003534615,0.0003235723,0.00007742854,0.000003442456],"category_scores_gemma":[0.0001899351,0.00007157079,0.0001164492,0.0001930818,0.00001254187,0.00001725489,0.00007035221,0.0001644693,0.00003410916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001259255,"about_ca_system_score_gemma":0.0000269133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001182939,"about_ca_topic_score_gemma":0.00006430398,"domain_scores_codex":[0.9988961,0.00003761029,0.0004240125,0.000149663,0.0002266646,0.0002659025],"domain_scores_gemma":[0.9991474,0.0001860942,0.00006983153,0.0004225156,0.00008416548,0.00009002562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007863794,0.0000596707,5.376469e-7,0.00006034975,0.0001470815,1.298991e-7,0.000207838,0.004321793,0.01432943,0.7301,0.09418985,0.1565047],"study_design_scores_gemma":[0.0001961813,0.0000350329,0.000002967561,0.00001196195,0.00005088843,4.268723e-7,0.00001138204,0.624862,0.0004129142,0.001915117,0.3724294,0.0000718075],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00363781,0.009332316,0.9790679,0.002823202,0.0006901443,0.004098256,0.00004758351,0.00005663391,0.0002461785],"genre_scores_gemma":[0.9935384,0.003608936,0.0008594726,0.000544404,0.0001580137,0.001158682,0.00005234326,0.00003275816,0.00004695591],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9899006,"threshold_uncertainty_score":0.2918572,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2072597802","doi":"10.1115/1.2909715","title":"Stresses, Singularities, and a Complementary Energy Principle for Large Strain Elasticity","year":2008,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Beijing Institute of Technology; University of Waterloo; National Natural Science Foundation of China","keywords":"Elasticity (physics); Singularity; Cauchy stress tensor; Gravitational singularity; Plane stress; Strain energy density function; Cauchy elastic material; Infinitesimal strain theory; Strain rate tensor; Stress (linguistics); Viscous stress tensor; Mathematics; Classical mechanics; Stress intensity factor; Tensor (intrinsic definition); Mathematical analysis; Physics; Geometry; Fracture mechanics; Constitutive equation; Finite element method","retraction":null,"screen_n_in":null,"score":{"opus":0.036188678604661,"gpt":0.2455888529635878,"spread":0.2094001743589269,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002075785,0.000193992,0.000368895,0.00003780499,0.0001501967,0.00002041851,0.0001012438,0.00006992858,0.00004794627],"category_scores_gemma":[0.00001741087,0.0001954036,0.00004784535,0.00005791464,0.000008766695,0.00005103928,0.00006451152,0.00007985642,0.000005055964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003574782,"about_ca_system_score_gemma":0.00001392781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001243913,"about_ca_topic_score_gemma":0.00009198624,"domain_scores_codex":[0.9990107,0.00001431946,0.0003607023,0.0002030333,0.00008870895,0.0003225375],"domain_scores_gemma":[0.9996389,0.00004925581,0.00004735437,0.0001599824,0.00001822242,0.00008627946],"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":[0.00002086783,0.00005647715,0.000001162265,0.001051151,0.00004736485,0.000003747871,0.0002349068,0.001051205,0.04038224,0.9487986,0.0009414719,0.007410813],"study_design_scores_gemma":[0.001234513,0.00007535689,0.000004563364,0.0001795879,0.00009312666,0.00002232353,0.00007316575,0.1061604,0.009381369,0.02370319,0.8585055,0.0005668126],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005165593,0.003411958,0.9898196,0.000009430087,0.0002118102,0.0005693992,0.0003197311,0.0001437942,0.0003486983],"genre_scores_gemma":[0.9264618,0.01549032,0.05636956,0.000466724,0.0002866065,0.0003678615,0.0004220132,0.00009104561,0.00004413692],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.93345,"threshold_uncertainty_score":0.7968326,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059597088","doi":"10.1115/1.1483348","title":"Vibration of Strongly Nonlinear Discontinuous Systems. Foundations of Engineering Mechanics","year":2002,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Dynamics and Control of Mechanical Systems","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"","keywords":"Nonlinear system; Vibration; Applied mechanics; Structural engineering; Mechanics; Classical mechanics; Physics; Engineering; Mechanical engineering; Acoustics","retraction":null,"screen_n_in":null,"score":{"opus":0.01609688534135527,"gpt":0.2068503346935874,"spread":0.1907534493522321,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004938031,0.0002635995,0.0008411492,0.0001097764,0.00002944871,0.00002928644,0.000287438,0.0001440483,0.00004660666],"category_scores_gemma":[0.00004417808,0.0002490692,0.0001868983,0.0003080782,0.000004451038,0.00009775662,0.00004217192,0.0001691302,0.0000495637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000712206,"about_ca_system_score_gemma":0.000008479634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008387231,"about_ca_topic_score_gemma":0.000007568877,"domain_scores_codex":[0.9980554,0.00002741064,0.001157202,0.0002177214,0.0002717366,0.0002705543],"domain_scores_gemma":[0.9989859,0.00005552086,0.0003115372,0.0004862388,0.00006820208,0.00009261788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005021958,0.00008957215,2.722257e-7,0.001377538,0.0001315609,9.317355e-7,0.0000912914,0.08268125,0.1336288,0.7653725,0.0002473227,0.0163739],"study_design_scores_gemma":[0.0003370553,0.00004995319,3.540345e-7,0.0002090439,0.00007919919,0.00000286444,0.00003484784,0.9778566,0.0009696583,0.00041711,0.0198221,0.0002211974],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0009721002,0.007469653,0.9875044,0.00001565413,0.0007902164,0.001342693,0.00005764712,0.0001475774,0.001700112],"genre_scores_gemma":[0.98761,0.003468339,0.008377261,0.000009947268,0.0001400405,0.0002229968,0.0000354561,0.00008120797,0.00005474644],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9866379,"threshold_uncertainty_score":0.9999961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084237356","doi":"10.1115/1.4026910","title":"Extending the Transport Theorem to Rough Domains of Integration","year":2014,"lang":"en","type":"review","venue":"Applied Mechanics Reviews","topic":"Advanced Numerical Analysis Techniques","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Mathematics; Physics; Geometry; Classical mechanics; Mathematical analysis","retraction":null,"screen_n_in":null,"score":{"opus":0.03051861131917514,"gpt":0.3170639612530398,"spread":0.2865453499338646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001190876,0.0005860081,0.003035605,0.0001679615,0.00005278938,0.00001246996,0.0007590372,0.0002389458,0.00003972921],"category_scores_gemma":[0.00005231559,0.0003387256,0.0008584311,0.001013655,0.00001805233,0.00004016597,0.00005369699,0.0005089666,0.0001257471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001422416,"about_ca_system_score_gemma":0.00001502739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001552186,"about_ca_topic_score_gemma":0.000005249291,"domain_scores_codex":[0.9974717,0.0001056752,0.001487073,0.0003910729,0.0002485062,0.0002959098],"domain_scores_gemma":[0.9982895,0.0001544765,0.0004343574,0.001002137,0.00003048161,0.00008910581],"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":[6.419963e-7,0.000006365732,1.214321e-9,0.0044522,0.00004855358,2.778412e-7,0.00002564524,0.00004551655,0.00004348832,0.1450184,0.0001931208,0.8501658],"study_design_scores_gemma":[0.00002231415,0.00001653786,7.263206e-9,0.004778018,0.0007568485,0.000002987518,0.000004301058,0.0002339823,0.0001346892,0.01017745,0.9835356,0.0003371924],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.077839e-8,0.5098639,0.4871927,0.000002952158,0.00005163619,0.001268573,0.000007081106,0.0001317638,0.001481479],"genre_scores_gemma":[0.00004444682,0.9702193,0.02802332,0.0000679102,0.0001021007,0.001314529,0.00007707404,0.0001227495,0.00002860105],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9833425,"threshold_uncertainty_score":0.9999065,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4300914202","doi":"10.1115/1.1445305","title":"Formulas for Dynamic Analysis","year":2002,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Dynamics and Control of Mechanical Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"","keywords":"Context (archaeology); Audience measurement; Subject (documents); Computer science; Library science; Operations research; Engineering; History; Political science; Law; Archaeology","retraction":null,"screen_n_in":null,"score":{"opus":0.01677898359713936,"gpt":0.2223557780990857,"spread":0.2055767945019464,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004268712,0.0002273007,0.0007091681,0.0001145636,0.00005578419,0.00003910398,0.0002588242,0.0001165765,0.0001401484],"category_scores_gemma":[0.00001582704,0.000198818,0.0004452822,0.0004878039,0.00000255946,0.00004011078,0.00002227854,0.000105851,0.0002917191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009555019,"about_ca_system_score_gemma":0.000001890221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001162663,"about_ca_topic_score_gemma":0.00003344502,"domain_scores_codex":[0.9987119,0.00001161871,0.0005414216,0.0002521858,0.0001362771,0.0003466179],"domain_scores_gemma":[0.9992949,0.00004642069,0.00008540598,0.0004381364,0.00002219031,0.000112974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008935314,0.00007130588,6.193328e-7,0.0005727922,0.001119651,0.000001516495,0.00008566411,0.006729104,0.01864317,0.4687697,0.003458994,0.5005385],"study_design_scores_gemma":[0.0002711044,0.00001701158,4.420036e-7,0.00001178077,0.0003807941,6.656877e-7,0.000004927322,0.7793586,0.00005517531,0.00618978,0.2135101,0.0001996092],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0001581442,0.009054009,0.9844067,0.00004329139,0.0002812314,0.001285361,0.0000222884,0.0002108725,0.004538123],"genre_scores_gemma":[0.9807756,0.008517271,0.008528899,0.0002415555,0.00009282553,0.001197525,0.00004916704,0.00007872879,0.0005184039],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9806175,"threshold_uncertainty_score":0.8107564,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069997175","doi":"10.1115/1.1623749","title":"Numerical Modeling in Materials Science and Engineering. Series in Computational Math, Vol 32","year":2003,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Advanced Numerical Methods in Computational Mathematics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Victoria","funders":"","keywords":"Series (stratigraphy); Engineering mathematics; Computational science; Applied mathematics; Computer science; Mathematics; Engineering physics; Engineering; Mathematics education; Geology","retraction":null,"screen_n_in":null,"score":{"opus":0.03992930220952497,"gpt":0.2877214375881772,"spread":0.2477921353786522,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001306102,0.0001913074,0.0004316015,0.0001760762,0.00003138345,0.00003538225,0.0001385104,0.0000535939,0.000009548308],"category_scores_gemma":[0.000699038,0.0001904808,0.00001689491,0.0007275314,0.000020683,0.0001474657,0.00003664168,0.0001620258,0.00001635266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001489628,"about_ca_system_score_gemma":0.00003206533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.45314e-7,"about_ca_topic_score_gemma":2.920175e-7,"domain_scores_codex":[0.9986247,0.0000317598,0.0005678134,0.0002553248,0.0002471396,0.0002732574],"domain_scores_gemma":[0.9995409,0.0001431645,0.0000498476,0.0001450748,0.00005187986,0.00006915724],"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":[0.000001583327,0.00001261386,4.944616e-7,0.0002157873,0.00000155229,0.000001098964,0.00007872616,0.6331662,0.005211611,0.35783,0.000002729618,0.00347764],"study_design_scores_gemma":[0.0001339923,0.00000704948,0.000003060154,0.00008681163,0.000002637153,0.0000102456,0.00001644818,0.8382885,0.00114577,0.1593423,0.0007812346,0.0001820164],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00704115,0.0008038661,0.9911438,0.00001217191,0.0002052859,0.0004883655,0.000002077131,0.00007771346,0.0002255633],"genre_scores_gemma":[0.3063195,0.0004134782,0.693042,0.00004616539,0.00001442776,0.0001323897,0.00000179496,0.00002923782,9.825909e-7],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2992784,"threshold_uncertainty_score":0.7767581,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2068542405","doi":"10.1115/1.1497479","title":"Mechanics andAnalysis of Beams, Columns and Cables, Second Edition: A Modern Introduction to the ClassicTheories","year":2002,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Presentation (obstetrics); Engineering; Simple (philosophy); Computer science; Mechanical engineering; Epistemology; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.01127399152951708,"gpt":0.1935610106174168,"spread":0.1822870190878997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002980219,0.0001836698,0.0004193009,0.000105653,0.00008778855,0.00003611669,0.0001346197,0.00007289308,0.0004865906],"category_scores_gemma":[0.00003608142,0.0001421202,0.00009270005,0.0005871944,0.00001045694,0.00006613958,0.00003188313,0.0001403682,0.0000284356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004951392,"about_ca_system_score_gemma":0.000003199682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003421629,"about_ca_topic_score_gemma":0.00006014995,"domain_scores_codex":[0.9990271,0.00002370298,0.0004066068,0.0002192818,0.0001590569,0.0001642376],"domain_scores_gemma":[0.999363,0.00002605593,0.00009935674,0.0003882902,0.00004281384,0.00008050574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001080801,0.00002759328,4.228014e-7,0.0007156851,0.0005103121,8.61465e-7,0.001657581,0.2215579,0.04020897,0.2351759,0.1010368,0.3990971],"study_design_scores_gemma":[0.0001224072,0.00002161772,0.0000010806,0.00002029161,0.0002149372,0.000006876016,0.0001294683,0.6711152,0.004911794,0.00469251,0.3185492,0.0002146239],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0004542953,0.007684015,0.9900004,0.0005163911,0.0003209355,0.0004190872,0.00002976954,0.0001200587,0.0004550936],"genre_scores_gemma":[0.9713758,0.01623989,0.01016699,0.0003481538,0.0009242381,0.0002866925,0.00006936173,0.00007029145,0.0005185691],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9798334,"threshold_uncertainty_score":0.5795496,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1992766099","doi":"10.1115/1.1470682","title":"Rolling Contacts. Tribology in Practice Series","year":2002,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Gear and Bearing Dynamics Analysis","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":"BC Innovation Council","funders":"","keywords":"Tribology; Series (stratigraphy); Mechanical engineering; Materials science; Contact mechanics; Engineering; Forensic engineering; Engineering drawing; Structural engineering; Finite element method; Geology","retraction":null,"screen_n_in":null,"score":{"opus":0.02001370171295437,"gpt":0.2300658753268096,"spread":0.2100521736138553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004779749,0.0001497185,0.0004077587,0.0000998205,0.00002927588,0.00002531341,0.0001330043,0.00009419662,0.000121284],"category_scores_gemma":[0.00007054788,0.0001431728,0.00007597882,0.0003474663,0.000004224517,0.00008929186,0.00002681004,0.0002363457,0.0004577986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005302799,"about_ca_system_score_gemma":0.000002629874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009346303,"about_ca_topic_score_gemma":0.00005531192,"domain_scores_codex":[0.9990913,0.00003132792,0.0003729287,0.0001761079,0.00008624818,0.0002420874],"domain_scores_gemma":[0.9995673,0.00004906229,0.00006054068,0.0002582929,0.00001659075,0.00004821074],"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":[0.00003920434,0.0002745535,0.00002950495,0.0007233057,0.0003664998,0.00008618562,0.001734654,0.03883147,0.03517447,0.5903265,0.003668052,0.3287455],"study_design_scores_gemma":[0.0004624607,0.00003036835,0.000005126006,0.0000512137,0.0001575195,0.00002390715,0.0001365685,0.2603788,0.0006046321,0.002927191,0.734831,0.0003911989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0129846,0.1626485,0.4399574,0.001829232,0.002271199,0.004715191,0.00002495769,0.001560311,0.3740086],"genre_scores_gemma":[0.8804932,0.1014675,0.01685692,0.0004812208,0.00008677573,0.0001670918,0.00001726374,0.00006717581,0.000362778],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8675086,"threshold_uncertainty_score":0.5884227,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2012811608","doi":"10.1115/1.1511738","title":"Thoughts on inquiries in physical and inner worlds","year":2003,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Quantum chaos and dynamical systems","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Columbia university; History; Computer science; Sociology; Media studies","retraction":null,"screen_n_in":null,"score":{"opus":0.01878622001782981,"gpt":0.2686360177671475,"spread":0.2498497977493177,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003217836,0.0001898287,0.0004446655,0.0000401277,0.00005076932,0.00003092462,0.0000799613,0.00003596797,0.00003185024],"category_scores_gemma":[0.000008993802,0.0001371401,0.00006857788,0.0002146423,0.00003310422,0.00003615854,0.0000289459,0.000178643,0.0001315257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001592102,"about_ca_system_score_gemma":0.00001095799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000570162,"about_ca_topic_score_gemma":0.000003816609,"domain_scores_codex":[0.999012,0.00007563151,0.000286067,0.000288801,0.000106409,0.0002311018],"domain_scores_gemma":[0.9995185,0.00006686964,0.00009448265,0.0002341401,0.000008119045,0.00007791947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004272356,0.00009085334,0.00008262965,0.00002565156,0.000005367078,3.778289e-7,0.0001843992,0.000003965124,0.000542803,0.9823591,0.0002022216,0.01649839],"study_design_scores_gemma":[0.0008904312,0.0000772385,0.00004377058,0.0001962978,0.00002644615,8.507708e-7,0.0002470074,0.001832291,0.002033445,0.5808732,0.4132588,0.0005202378],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6464168,0.005676381,0.2084047,0.0003252209,0.001393905,0.005950368,0.00004129258,0.0001500011,0.1316412],"genre_scores_gemma":[0.998814,0.0001072367,0.0003126642,0.0001171604,0.0002742166,0.0001698525,0.000007478814,0.0000178944,0.0001795268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4130566,"threshold_uncertainty_score":0.559241,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4251642598","doi":"10.1115/1.1483343","title":"Advanced Dynamics","year":2002,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Dynamics and Control of Mechanical Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Concordia University","funders":"","keywords":"Dynamics (music); Presentation (obstetrics); Mathematics; Kinematics; Physics; Humanities; Mechanics; Calculus (dental); Philosophy; Classical mechanics","retraction":null,"screen_n_in":null,"score":{"opus":0.01231809509302676,"gpt":0.1972734559726327,"spread":0.1849553608796059,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002754163,0.0002352765,0.0004865478,0.00004138725,0.00004504176,0.00003168418,0.0002790239,0.0001125341,0.0002143011],"category_scores_gemma":[0.00001358921,0.0002123695,0.0001351472,0.0002022937,0.000003657555,0.00005046406,0.00003372826,0.0001938161,0.001414392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001444837,"about_ca_system_score_gemma":0.000001901742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001134426,"about_ca_topic_score_gemma":0.0000193822,"domain_scores_codex":[0.9987864,0.00001600927,0.0004763778,0.0002255922,0.0001607249,0.0003349298],"domain_scores_gemma":[0.9993256,0.0000226663,0.00006780703,0.0004398832,0.00001486107,0.0001291246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001461305,0.00001828089,1.475712e-7,0.0001058529,0.00001894411,0.000001895559,0.00001783568,0.0008131329,0.003368706,0.4672208,0.001637544,0.5267953],"study_design_scores_gemma":[0.0002840476,0.00001570179,2.422285e-7,0.00003661972,0.00001863351,0.000003638666,0.000008524088,0.7090814,0.00004935128,0.005999405,0.2842637,0.0002387573],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0005509181,0.02954797,0.8207537,0.00016061,0.001663808,0.001972845,0.00002182747,0.0009415796,0.1443868],"genre_scores_gemma":[0.961909,0.0286764,0.006998817,0.0005037966,0.0002063021,0.0005862587,0.00002761793,0.0001441893,0.0009476059],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9613581,"threshold_uncertainty_score":0.9993631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2020648292","doi":"10.1115/1.1508145","title":"Mechanical Behavior of Engineering Materials, Volume 2: Dynamic Loading and Intelligent Material Systems","year":2002,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Elasticity and Wave Propagation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"","keywords":"Volume (thermodynamics); Viscoelasticity; Scope (computer science); Mechanical engineering; Applied mechanics; Computer science; Engineering; Materials science; Composite material; Physics; Thermodynamics","retraction":null,"screen_n_in":null,"score":{"opus":0.01768340637541264,"gpt":0.2076356717372798,"spread":0.1899522653618672,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003401588,0.0002193542,0.0004994097,0.00008186722,0.00003020799,0.00004708718,0.0001212264,0.0001352868,0.0001680554],"category_scores_gemma":[0.0000200208,0.0002161601,0.0000428357,0.0001121971,0.000007344727,0.00006397485,0.00005478389,0.0001169315,0.00009674548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006377742,"about_ca_system_score_gemma":0.000001810183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003699047,"about_ca_topic_score_gemma":6.531295e-7,"domain_scores_codex":[0.9987881,0.00002236808,0.000630584,0.0001989422,0.000128735,0.0002313],"domain_scores_gemma":[0.9995792,0.00001859337,0.00009973751,0.0002070291,0.00001888594,0.00007656107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000346151,0.00002152216,3.11938e-7,0.001099244,0.00001739345,0.000001751176,0.0000590254,0.0007178299,0.9684927,0.02122402,0.00004674062,0.00831598],"study_design_scores_gemma":[0.0003132744,0.00008815666,0.000007416179,0.0006162656,0.0002360035,0.00004927266,0.00003722548,0.5339922,0.4566417,0.0003769778,0.007009759,0.0006317297],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2891949,0.01143447,0.6922657,0.00001254336,0.003312642,0.002940491,0.0001049665,0.0004960594,0.0002382478],"genre_scores_gemma":[0.9903019,0.006680056,0.002638226,0.000005529842,0.00007088265,0.0002114383,0.00002068914,0.00005021246,0.00002108744],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.701107,"threshold_uncertainty_score":0.8814753,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}