{"meta":{"query_hash":"5de0bab6adda","filters":{"venue":"Applied Mechanics Reviews"},"cohort_total":32,"direct_labels_cover":0,"predictions_cover":32,"exported":32,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/5de0bab6adda","api":"https://metacan.xera.ac/api/v1/cohort?venue=Applied+Mechanics+Reviews"},"results":[{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.037089409324131364,"score_gpt":0.2114334764339291,"score_spread":0.17434406710979772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963881005","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012443231,0.12238088,0.61465794,0.014996401,0.0028453914,0.00007925874,0.00065884285,0.0008897803,0.23104821],"genre_scores_gemma":[0.5406407,0.139774,0.20168369,0.0037924375,0.0058885682,0.0005065853,0.0009768291,0.0006842421,0.106052876],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99962544,0.000121203724,0.000018512575,0.000055300552,0.00015189325,0.000027586419],"domain_scores_gemma":[0.99949086,0.00026255514,0.000047790356,0.00008786572,0.0000677163,0.000043276024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064703805,0.000899539,0.0010669876,0.0011428022,0.00074469997,0.0021518776,0.0013282753,0.0017481479,0.007360876],"category_scores_gemma":[0.0011429094,0.0004472732,0.00086002424,0.0014876398,0.0027667957,0.003945482,0.0013737542,0.0024068432,0.0024988914],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028431639,0.0000066387624,0.000043655797,0.00006784323,0.0000062937797,0.00002528877,0.00004975517,0.0108635705,0.00019662718,0.9804354,0.002836529,0.00546566],"study_design_scores_gemma":[0.000003840005,0.000006447956,0.00003280012,0.000025922816,0.0000020554928,0.000036020447,0.000021468339,0.016819602,0.000051115614,0.9539125,0.02908218,0.000006103906],"about_ca_topic_score_codex":0.0021324302,"about_ca_topic_score_gemma":0.0014954032,"teacher_disagreement_score":0.007360876,"about_ca_system_score_codex":0.0013894081,"about_ca_system_score_gemma":0.00093468424,"threshold_uncertainty_score":0.024624586},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.02720507317322243,"score_gpt":0.20940746839943186,"score_spread":0.18220239522620943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990883965","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034882348,0.5361136,0.051186364,0.224091,0.013795079,0.00007784287,0.00064066064,0.00047868385,0.13873447],"genre_scores_gemma":[0.63952917,0.27309316,0.009078919,0.037638333,0.016311599,0.000119257085,0.00035993737,0.00017056416,0.023699073],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987638,0.0003820511,0.00006379127,0.00021542454,0.0004414708,0.00013345154],"domain_scores_gemma":[0.9961629,0.0024101208,0.00027640906,0.0002531605,0.00069936,0.00019804752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001661442,0.00028320806,0.00065574225,0.001193899,0.0011536787,0.0034622964,0.0010793483,0.0020039263,0.0052212453],"category_scores_gemma":[0.007899649,0.00022588386,0.00027214733,0.0011017481,0.006598115,0.0055079106,0.0009882456,0.0018239678,0.0010094254],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000100409845,0.000055034434,0.0029238048,0.0021424955,0.00008440298,0.00035353398,0.0027005414,0.0011773284,0.0017984938,0.65624577,0.06953374,0.26288447],"study_design_scores_gemma":[0.000010188705,0.000044152323,0.0015545667,0.00095307373,0.000018722516,0.00058595533,0.0015452905,0.0007627408,0.0009145726,0.71026456,0.28330925,0.000037009333],"about_ca_topic_score_codex":0.0015787805,"about_ca_topic_score_gemma":0.00084083807,"teacher_disagreement_score":0.0052212453,"about_ca_system_score_codex":0.0013265465,"about_ca_system_score_gemma":0.0012229803,"threshold_uncertainty_score":0.017466843},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.020013701712954367,"score_gpt":0.23006587532680964,"score_spread":0.21005217361385528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992766099","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037943788,0.6487343,0.016664455,0.010457286,0.060649693,0.00022297537,0.0004512311,0.0007630307,0.2582626],"genre_scores_gemma":[0.020501183,0.26297978,0.004698829,0.0016642971,0.01628286,0.00012614246,0.0007562664,0.00024534282,0.6927453],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984993,0.00013650183,0.00014050832,0.00020094206,0.0009153568,0.00010750177],"domain_scores_gemma":[0.9975182,0.00034571296,0.00015771508,0.00029563118,0.0014240976,0.00025876335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011133697,0.0012871026,0.0010464366,0.0036953748,0.001096484,0.0023599626,0.0016912154,0.002010256,0.079800785],"category_scores_gemma":[0.0025110883,0.00054956746,0.00033705964,0.005004879,0.0009449692,0.0031863542,0.0012320546,0.0014943833,0.046746433],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041122705,0.00009840702,0.00029442494,0.0008336684,0.00000742094,0.00008538213,0.00012789622,0.0005083744,0.0015909269,0.0063278363,0.35010895,0.63997567],"study_design_scores_gemma":[0.0000043169175,0.0000722272,0.00089015724,0.00021826853,0.000007970237,0.00035981866,0.00008508667,0.00034215386,0.0005388149,0.0020464899,0.99542844,0.0000063631833],"about_ca_topic_score_codex":0.0026330687,"about_ca_topic_score_gemma":0.0077797743,"teacher_disagreement_score":0.079800785,"about_ca_system_score_codex":0.001185841,"about_ca_system_score_gemma":0.002266934,"threshold_uncertainty_score":0.2669602},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.018786220017829813,"score_gpt":0.2686360177671475,"score_spread":0.2498497977493177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012811608","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04662833,0.061815828,0.0062864423,0.72841614,0.014223651,0.000055415127,0.00022888309,0.00011745834,0.14222789],"genre_scores_gemma":[0.79702115,0.04447149,0.0032770876,0.09005299,0.010145715,0.000108321474,0.00021085476,0.00024895024,0.054463428],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97967243,0.014010058,0.0007284872,0.00087780744,0.0036449279,0.0010662316],"domain_scores_gemma":[0.9524067,0.032173287,0.004069657,0.0021654286,0.0063727386,0.0028121474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.028727747,0.0005031238,0.00056638883,0.0023750893,0.009914334,0.011183931,0.0017238428,0.0063482034,0.005155014],"category_scores_gemma":[0.07893961,0.00071804866,0.00063042965,0.0024587344,0.031571627,0.018266553,0.0069607333,0.015693799,0.0010414083],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068802015,0.000029284083,0.0012397954,0.00031834765,0.000025310123,0.0018304684,0.27719814,0.00015944935,0.00034702115,0.55985075,0.14072376,0.018208932],"study_design_scores_gemma":[0.000011595757,0.000019382735,0.0006221687,0.0007271011,0.000011801346,0.0010188612,0.17304987,0.00009198136,0.0001809935,0.06180596,0.7624099,0.000050275037],"about_ca_topic_score_codex":0.0059881443,"about_ca_topic_score_gemma":0.005369239,"teacher_disagreement_score":0.028727747,"about_ca_system_score_codex":0.0061000274,"about_ca_system_score_gemma":0.0041691596,"threshold_uncertainty_score":0.15192872},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Continuum mechanics; Classical mechanics; Solid mechanics; Mechanics; Viscoelasticity; Viscoplasticity; Physics; Mathematics; Constitutive equation; Thermodynamics","score_opus":0.02985862269222103,"score_gpt":0.20523551576896132,"score_spread":0.1753768930767403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016266599","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028239435,0.4779376,0.0862885,0.013125516,0.01100951,0.00012860098,0.001718481,0.00096901023,0.40599877],"genre_scores_gemma":[0.16946603,0.3216684,0.06542482,0.009739114,0.02076114,0.0008432456,0.0033779463,0.0015955591,0.40712374],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984945,0.00029878895,0.000076615936,0.00033886923,0.00069352356,0.000097750315],"domain_scores_gemma":[0.9993401,0.00023941846,0.0000810795,0.0001019296,0.00019208445,0.00004540901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080584246,0.0020662171,0.0020926213,0.0026204265,0.0012723635,0.0039006746,0.0019792279,0.0027175844,0.036632612],"category_scores_gemma":[0.0016084296,0.00064429507,0.0013037187,0.0026569332,0.004179439,0.0046813493,0.00282195,0.004404362,0.014335562],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016271619,0.00002090533,0.00015723697,0.00067042006,0.00003992043,0.00011563472,0.00027917593,0.0022899793,0.00071207713,0.84949124,0.0834495,0.062757686],"study_design_scores_gemma":[0.000007050023,0.00002413695,0.0002667721,0.0002999502,0.000011134208,0.00021380225,0.000075240496,0.0013226639,0.00020759841,0.45269135,0.5448619,0.000018415138],"about_ca_topic_score_codex":0.0020125944,"about_ca_topic_score_gemma":0.0012601856,"teacher_disagreement_score":0.036632612,"about_ca_system_score_codex":0.002280516,"about_ca_system_score_gemma":0.0013932734,"threshold_uncertainty_score":0.12254834},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.04129568412056643,"score_gpt":0.2928856477041356,"score_spread":0.25158996358356917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016980323","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026329378,0.31757444,0.047242872,0.11109132,0.012955427,0.00008657947,0.00063962647,0.00020675316,0.4838736],"genre_scores_gemma":[0.38994586,0.40494773,0.025254095,0.02863218,0.03216767,0.00026004922,0.00050271384,0.0005750888,0.117714584],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986777,0.0004683795,0.000056042853,0.000292291,0.00037409764,0.00013147526],"domain_scores_gemma":[0.99718577,0.0018611447,0.0003320802,0.00013544223,0.00039838496,0.000087166976],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026942382,0.0008889807,0.00045638834,0.0026367365,0.0037343148,0.003673687,0.0007626786,0.0023945759,0.006528079],"category_scores_gemma":[0.006099984,0.0006730901,0.00062535354,0.0029976375,0.018743098,0.010249879,0.0018779704,0.008540522,0.0020343077],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003237806,0.000024593268,0.0004305525,0.00022978855,0.0000066271277,0.0002715217,0.003981075,0.00059989624,0.00036436366,0.9593715,0.019468227,0.015219503],"study_design_scores_gemma":[0.000006080751,0.00003256426,0.0015740052,0.0005998296,0.000006698772,0.00028237345,0.00075784355,0.0004263332,0.00044203489,0.59241337,0.40341023,0.00004868344],"about_ca_topic_score_codex":0.0055732513,"about_ca_topic_score_gemma":0.0037690592,"teacher_disagreement_score":0.9962657,"about_ca_system_score_codex":0.0030769461,"about_ca_system_score_gemma":0.0012381632,"threshold_uncertainty_score":0.02232486},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Probabilistic logic; Czech; Computer science; Order (exchange); Curiosity; Operations research; Psychology; Mathematics; Artificial intelligence; Philosophy; Social psychology","score_opus":0.25556896972085863,"score_gpt":0.39467421073037695,"score_spread":0.13910524100951832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018433689","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003185214,0.0027416146,0.9766044,0.0004603953,0.0001545621,0.0001000004,0.0003017577,0.00091235543,0.01553966],"genre_scores_gemma":[0.2918263,0.007509015,0.6701463,0.00037235438,0.00032147096,0.00079089997,0.0014823074,0.0013766475,0.026174678],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988613,0.0004063964,0.000039473052,0.00010568061,0.0005474547,0.0000396235],"domain_scores_gemma":[0.9979232,0.0013963534,0.00012457596,0.00019185856,0.00030713374,0.000056934383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019754677,0.0010207099,0.0011667946,0.00195155,0.00048999535,0.0020450328,0.0014974695,0.0017077406,0.010536073],"category_scores_gemma":[0.0051434576,0.0010768494,0.0014635252,0.0010701836,0.0010999307,0.0018603889,0.0016435487,0.00136298,0.0026778395],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004042084,0.00001967692,0.00046339785,0.00024306342,0.00004667476,0.00010063381,0.000089711095,0.8879304,0.0014880197,0.04999693,0.0054584565,0.054122593],"study_design_scores_gemma":[0.00000851262,0.000016527345,0.00025072423,0.000121066245,0.000012549142,0.00006755112,0.000022012502,0.9411312,0.000667224,0.04650834,0.011169719,0.000024720874],"about_ca_topic_score_codex":0.00295562,"about_ca_topic_score_gemma":0.0023858142,"teacher_disagreement_score":0.010536073,"about_ca_system_score_codex":0.0010530354,"about_ca_system_score_gemma":0.0010271805,"threshold_uncertainty_score":0.03524667},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Presentation (obstetrics); Continuum mechanics; Mechanics; Physics; Medicine; Surgery","score_opus":0.020363680723172888,"score_gpt":0.18658075430171314,"score_spread":0.16621707357854026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020621973","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010616636,0.64164937,0.010751395,0.006327508,0.025396302,0.00014814033,0.0016091318,0.0011594918,0.31189704],"genre_scores_gemma":[0.005873305,0.2477053,0.0053939302,0.0036689655,0.009308408,0.00015441987,0.0018054496,0.00054048165,0.72554976],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99966156,0.000037995043,0.000016548274,0.000060174967,0.00019771222,0.000025957088],"domain_scores_gemma":[0.99967635,0.00009086586,0.000034978497,0.000021116604,0.00010492614,0.000071737755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030026032,0.002305077,0.0013806899,0.0023820638,0.000508226,0.0033657486,0.0012537255,0.0018792795,0.12914969],"category_scores_gemma":[0.00064697175,0.0008952577,0.0007918284,0.002561447,0.0010174244,0.0029093744,0.0017679167,0.002486675,0.09272191],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003693687,0.000046319365,0.00018921681,0.0012015962,0.000022181164,0.00012892947,0.0001524481,0.0005439189,0.0014959263,0.011607612,0.7809283,0.20364651],"study_design_scores_gemma":[0.000005804437,0.000025970105,0.0006092171,0.00056122476,0.0000069698426,0.00034598287,0.000068944675,0.0001668833,0.00011843203,0.0050393934,0.99304223,0.000009021745],"about_ca_topic_score_codex":0.0014729019,"about_ca_topic_score_gemma":0.0024335496,"teacher_disagreement_score":0.12914969,"about_ca_system_score_codex":0.00071635563,"about_ca_system_score_gemma":0.0010363434,"threshold_uncertainty_score":0.43204874},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.017683406375412637,"score_gpt":0.20763567173727981,"score_spread":0.18995226536186718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020648292","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029640556,0.69988495,0.024955647,0.0038678527,0.022046538,0.00019926876,0.0015038848,0.0010699051,0.24350798],"genre_scores_gemma":[0.016446786,0.39272672,0.012572405,0.0021387036,0.01477616,0.0002493008,0.002398551,0.00086951273,0.5578219],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993298,0.000058578826,0.000037796955,0.0001428171,0.00037939593,0.0000516532],"domain_scores_gemma":[0.9995415,0.00017149563,0.00005802029,0.00005291379,0.00013018398,0.00004582033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033358202,0.0018831069,0.0018134044,0.00321592,0.00047188858,0.003120581,0.0012157225,0.0016727048,0.07456887],"category_scores_gemma":[0.0009588402,0.00097275985,0.0008551886,0.003468488,0.0010054978,0.002808275,0.0014648492,0.0022869098,0.030218694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087655295,0.00016871122,0.0006053319,0.0044682566,0.00009260019,0.0002158784,0.000245568,0.0024300986,0.0066946303,0.023890162,0.57307094,0.38803014],"study_design_scores_gemma":[0.0000075373678,0.00006313742,0.0014793692,0.0008619762,0.000020913487,0.0006907792,0.00007187356,0.00083928474,0.0008811606,0.011500467,0.9835577,0.000025913276],"about_ca_topic_score_codex":0.0007311319,"about_ca_topic_score_gemma":0.0011421433,"teacher_disagreement_score":0.07456887,"about_ca_system_score_codex":0.0008544193,"about_ca_system_score_gemma":0.00096933026,"threshold_uncertainty_score":0.24945772},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.023114249975858352,"score_gpt":0.2284186653578576,"score_spread":0.20530441538199926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036386017","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036055997,0.20732173,0.28434426,0.023829898,0.011847802,0.00070834963,0.0012541801,0.0019917367,0.432646],"genre_scores_gemma":[0.15298308,0.24725087,0.17030995,0.010397692,0.009523568,0.00036518322,0.0011265462,0.00024318606,0.40779996],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996364,0.000025019259,0.000013914614,0.0000665219,0.00023431276,0.000023827166],"domain_scores_gemma":[0.99947435,0.00010801503,0.000036294237,0.000038606504,0.00031780006,0.000024980824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004598969,0.00043348293,0.00026945525,0.000768461,0.00028502458,0.000715166,0.000635296,0.0010579595,0.014009396],"category_scores_gemma":[0.0005285867,0.00031615133,0.0002636648,0.00052187155,0.00037611747,0.0015680351,0.00031878878,0.00096458435,0.003539376],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085801636,0.0001010198,0.0015266918,0.0019031777,0.000023426994,0.00016062772,0.00011097828,0.0012736034,0.11293933,0.06450442,0.04240752,0.7749634],"study_design_scores_gemma":[0.0000062937715,0.0001779396,0.0018858523,0.00032952736,0.000022490014,0.0004787784,0.00004668856,0.0010007943,0.021597594,0.007328741,0.96710247,0.0000228759],"about_ca_topic_score_codex":0.0010125523,"about_ca_topic_score_gemma":0.0010638209,"teacher_disagreement_score":0.014009396,"about_ca_system_score_codex":0.0006513142,"about_ca_system_score_gemma":0.0006314775,"threshold_uncertainty_score":0.04686606},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.01714450879162883,"score_gpt":0.268449500307453,"score_spread":0.2513049915158242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037331737","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026715575,0.058880012,0.8070377,0.008016604,0.0051952694,0.00011003808,0.00024285371,0.0006566957,0.11718932],"genre_scores_gemma":[0.22356181,0.0722687,0.60304016,0.004657387,0.0075578718,0.0007958683,0.00039747276,0.00066634023,0.08705437],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979578,0.00091025705,0.000117215306,0.00024373496,0.0007130803,0.00005796373],"domain_scores_gemma":[0.99790937,0.0012175071,0.00011289561,0.00029732627,0.0004163272,0.00004652265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027117378,0.0008700519,0.0010004834,0.0024215782,0.00081470155,0.002793315,0.0012129978,0.0016715872,0.007903529],"category_scores_gemma":[0.0049281237,0.0003982095,0.0009343682,0.0016408969,0.005087728,0.0028904604,0.001682084,0.0029794332,0.0035694675],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008139839,0.00001896056,0.00012485968,0.000320357,0.000021645423,0.000084164465,0.0001548045,0.0041150823,0.00085128844,0.9396375,0.0110484185,0.043614864],"study_design_scores_gemma":[0.000014878059,0.0000309514,0.00017659029,0.00032154974,0.000015466352,0.00022319717,0.00006261705,0.020492086,0.00082526676,0.77365273,0.20416154,0.000023124581],"about_ca_topic_score_codex":0.0014721783,"about_ca_topic_score_gemma":0.0007652945,"teacher_disagreement_score":0.007903529,"about_ca_system_score_codex":0.00131883,"about_ca_system_score_gemma":0.002087568,"threshold_uncertainty_score":0.026439905},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Nonlinear system; Vibration; Applied mechanics; Structural engineering; Mechanics; Classical mechanics; Physics; Engineering; Mechanical engineering; Acoustics","score_opus":0.016096885341355272,"score_gpt":0.20685033469358738,"score_spread":0.1907534493522321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059597088","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042628605,0.29143086,0.51319516,0.009663064,0.0061807516,0.000106939646,0.0006460157,0.0005007118,0.13564785],"genre_scores_gemma":[0.78691447,0.090292566,0.049439855,0.0014013015,0.004894886,0.00027799522,0.0006481626,0.00020369564,0.06592705],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997929,0.000048753336,0.000011615923,0.0000342333,0.00009078507,0.00002177886],"domain_scores_gemma":[0.99967,0.0001623652,0.000036960493,0.000028768809,0.00007447004,0.000027433278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005182753,0.00074979186,0.00060039986,0.0009846959,0.00033293327,0.00088411546,0.000518097,0.0009767765,0.0049663647],"category_scores_gemma":[0.0011298658,0.00035754315,0.0005406502,0.00056303316,0.0014087819,0.0013157141,0.00096270087,0.0018450245,0.0009577278],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004851785,0.000041171934,0.00052229804,0.00057797326,0.000041010288,0.00024622743,0.00034838935,0.02587562,0.003965904,0.8565419,0.026195776,0.08559526],"study_design_scores_gemma":[0.000013025108,0.000061308805,0.0011636137,0.00018642942,0.000019597865,0.00029597778,0.00011922496,0.080297485,0.0005680657,0.86985296,0.047397822,0.00002451355],"about_ca_topic_score_codex":0.00112861,"about_ca_topic_score_gemma":0.0005051055,"teacher_disagreement_score":0.0049663647,"about_ca_system_score_codex":0.00095992064,"about_ca_system_score_gemma":0.0003690789,"threshold_uncertainty_score":0.016614199},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Carbon nanotube; Nanocomposite; Nanotechnology; Materials science; Polymer nanocomposite; Composite number; Composite material","score_opus":0.032047804929473615,"score_gpt":0.278554090219739,"score_spread":0.24650628529026536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064250728","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024054475,0.9539842,0.010556882,0.00091400236,0.0006347984,0.000028789487,0.000036960162,0.0000820723,0.0097078765],"genre_scores_gemma":[0.07597606,0.8977933,0.017308263,0.00074045267,0.0012337753,0.000051912928,0.0001585052,0.000043163145,0.006694522],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99976224,0.000035833276,0.000029493951,0.00006958622,0.0000809659,0.000022032216],"domain_scores_gemma":[0.99955755,0.00021728835,0.00007189709,0.000014850039,0.00011032197,0.000028042943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076414127,0.00054473925,0.0005195175,0.0008759896,0.00027849444,0.00069195486,0.00041619583,0.0007409772,0.0012702243],"category_scores_gemma":[0.00064408995,0.00038740097,0.0003620728,0.0009927772,0.00029164826,0.0012175963,0.00041802909,0.0007843613,0.0006879675],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030085366,0.00022014293,0.0008013817,0.011850315,0.00014565254,0.0009754842,0.0004119585,0.0023813911,0.3430201,0.008275039,0.0047100447,0.6269077],"study_design_scores_gemma":[0.000025133802,0.0015883438,0.0021288672,0.0012491689,0.000389481,0.005821534,0.00028107976,0.0027456004,0.26559696,0.0027102097,0.7173515,0.000112106994],"about_ca_topic_score_codex":0.0002194929,"about_ca_topic_score_gemma":0.00046030307,"teacher_disagreement_score":0.0012702243,"about_ca_system_score_codex":0.00029140894,"about_ca_system_score_gemma":0.00031364904,"threshold_uncertainty_score":0.0042493343},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Presentation (obstetrics); Engineering; Simple (philosophy); Computer science; Mechanical engineering; Epistemology; Philosophy","score_opus":0.01127399152951708,"score_gpt":0.19356101061741676,"score_spread":0.18228701908789968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068542405","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021576232,0.3376097,0.04058255,0.009837532,0.021288456,0.00019410778,0.0027533988,0.0018135338,0.583763],"genre_scores_gemma":[0.009860925,0.14896308,0.018137645,0.0032105416,0.007595616,0.00021525192,0.002557656,0.001135136,0.80832416],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992304,0.00007167991,0.000049006874,0.00013574827,0.00045395305,0.00005932326],"domain_scores_gemma":[0.999448,0.00015442682,0.000043035387,0.00006640357,0.00022120724,0.00006689516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051600515,0.0019236678,0.0012094318,0.0033384203,0.00093910866,0.0037039449,0.0013071931,0.0015105853,0.1249855],"category_scores_gemma":[0.0013155155,0.000954896,0.0009105023,0.0031848715,0.0014817668,0.0047897473,0.0019056732,0.0028192808,0.0676052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027207208,0.00005878786,0.00019744902,0.0008416204,0.000011963074,0.000081623686,0.00032348037,0.0005745784,0.0014089764,0.0483088,0.7574097,0.1907557],"study_design_scores_gemma":[0.0000022675256,0.000014766762,0.0003012694,0.00019407962,0.0000029937391,0.00020143918,0.000057714667,0.00013517488,0.00010699854,0.010766326,0.98820937,0.000007653899],"about_ca_topic_score_codex":0.0016822323,"about_ca_topic_score_gemma":0.0027414516,"teacher_disagreement_score":0.1249855,"about_ca_system_score_codex":0.0013565524,"about_ca_system_score_gemma":0.001856906,"threshold_uncertainty_score":0.41811818},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.03992930220952497,"score_gpt":0.2877214375881772,"score_spread":0.24779213537865225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069997175","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023116039,0.5896046,0.178941,0.010462094,0.018830346,0.00031434957,0.0032311545,0.0027319815,0.19357286],"genre_scores_gemma":[0.033266615,0.4083764,0.13294302,0.004134393,0.014924519,0.0011712894,0.0053593786,0.0030085172,0.396816],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99808913,0.0003368666,0.00016327428,0.0003119571,0.0010066266,0.000092158065],"domain_scores_gemma":[0.9975389,0.0012740245,0.00022079145,0.00029435562,0.0005523159,0.000119532844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013314151,0.0028726563,0.0028628376,0.0028282553,0.0005618053,0.0036739542,0.0017089547,0.0021225289,0.062010422],"category_scores_gemma":[0.004248148,0.0015863132,0.0015016962,0.0041763205,0.0017122111,0.0036179156,0.0020309591,0.0046211565,0.0355873],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006128011,0.00008217509,0.00046765173,0.002285723,0.00013633395,0.00016068509,0.00021278426,0.010695756,0.0019191832,0.07588285,0.5794531,0.3286426],"study_design_scores_gemma":[0.000027154616,0.00005909551,0.0010496745,0.0010855818,0.00004479123,0.0005704211,0.00008426564,0.011982676,0.00089366623,0.083331496,0.90081984,0.000051258918],"about_ca_topic_score_codex":0.0014310081,"about_ca_topic_score_gemma":0.001585214,"teacher_disagreement_score":0.062010422,"about_ca_system_score_codex":0.0013571823,"about_ca_system_score_gemma":0.0017573184,"threshold_uncertainty_score":0.2074455},"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,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.036188678604661,"score_gpt":0.24558885296358784,"score_spread":0.20940017435892685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072597802","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.063384615,0.040375832,0.7331429,0.0036789223,0.0014925328,0.00007827378,0.0001348065,0.00018703486,0.15752518],"genre_scores_gemma":[0.78435427,0.020719621,0.1478418,0.0009600887,0.0020955533,0.00018027013,0.00013530921,0.00019400235,0.04351898],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994106,0.00011797357,0.000031988257,0.000098261065,0.0003100353,0.000031256066],"domain_scores_gemma":[0.99949515,0.00023157097,0.00007440008,0.00005784302,0.00010107656,0.000040054234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007470253,0.00064353104,0.00067249796,0.001494685,0.0005181182,0.001293814,0.0006877981,0.0011370985,0.0029162448],"category_scores_gemma":[0.0011975841,0.00027503385,0.0007154291,0.00056277774,0.0028043478,0.0027287456,0.0015265768,0.001397402,0.0005832679],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000058818405,0.000008374647,0.00007594125,0.000081081394,0.000005457699,0.000098361816,0.00008189935,0.002170867,0.0023766158,0.98486024,0.0007353301,0.009499983],"study_design_scores_gemma":[0.000004260941,0.000023544677,0.00026665916,0.00003984527,0.0000055843457,0.00034846607,0.000048058446,0.014359689,0.0010086456,0.9715299,0.012346545,0.000018730465],"about_ca_topic_score_codex":0.00017754847,"about_ca_topic_score_gemma":0.00012993068,"teacher_disagreement_score":0.0029162448,"about_ca_system_score_codex":0.00053350924,"about_ca_system_score_gemma":0.00038958972,"threshold_uncertainty_score":0.00975579},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tribology; Scope (computer science); Nanotribology; Lubrication; Nanotechnology; Engineering; Mechanical engineering; Materials science; Computer science","score_opus":0.015370953721635492,"score_gpt":0.2385170010482259,"score_spread":0.2231460473265904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080188816","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014855436,0.12429205,0.035709433,0.0075206906,0.03127133,0.0004699681,0.0055366587,0.004469536,0.78924483],"genre_scores_gemma":[0.006007794,0.039655175,0.0121199135,0.0025221508,0.0041889814,0.00019513148,0.0032673387,0.0013712472,0.9306723],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988607,0.000079784106,0.00006953089,0.0002187896,0.0006797565,0.0000913968],"domain_scores_gemma":[0.9989716,0.00016010017,0.000046736084,0.00014209488,0.0005623082,0.00011721381],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005854247,0.0018623557,0.0017724313,0.0030928175,0.0018645107,0.0039814226,0.0018786677,0.0019991542,0.29023972],"category_scores_gemma":[0.0017231142,0.001076271,0.0012281886,0.00365466,0.0009397643,0.0030119508,0.0023253085,0.0035565102,0.2747695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037184414,0.00006123825,0.00018393397,0.000772867,0.000011213081,0.00019197394,0.00018993435,0.0004955369,0.0028866234,0.012379655,0.75896883,0.22382101],"study_design_scores_gemma":[0.000002325387,0.000016546921,0.00012528096,0.00013819808,0.0000018642789,0.00026556043,0.000033847366,0.00011770538,0.00021983823,0.00267637,0.99639434,0.0000081552],"about_ca_topic_score_codex":0.001189863,"about_ca_topic_score_gemma":0.0022625495,"teacher_disagreement_score":0.29023972,"about_ca_system_score_codex":0.0011101675,"about_ca_system_score_gemma":0.0015349495,"threshold_uncertainty_score":0.9709486},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.009809836434567475,"score_gpt":0.21194989442383755,"score_spread":0.20214005798927007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081085308","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0135905845,0.00281291,0.96999335,0.00014893844,0.00007554199,0.000019231458,0.000027171653,0.00016266527,0.013169632],"genre_scores_gemma":[0.6707415,0.0083875945,0.2992292,0.00031359564,0.0004972244,0.00024957597,0.00028059055,0.00033474984,0.019965872],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999622,0.00011607432,0.000017742443,0.00007256338,0.00014328714,0.000028305334],"domain_scores_gemma":[0.99972326,0.00012952684,0.00002522547,0.00005207137,0.000060267874,0.000009509952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042828012,0.0004291792,0.00053062633,0.00080318766,0.00025464635,0.000546922,0.00044565453,0.00045263674,0.0015957626],"category_scores_gemma":[0.0010029848,0.0002394283,0.0005804819,0.00034749354,0.0013528127,0.00081757276,0.00078951154,0.00066226965,0.00039839552],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033347664,0.000028382341,0.00045446405,0.00048409292,0.00005032875,0.0003151145,0.00029223747,0.17410825,0.06908229,0.66971356,0.0019743824,0.08346351],"study_design_scores_gemma":[0.000011110476,0.000077439494,0.0008222259,0.00006853683,0.000021663078,0.00072146,0.00008727007,0.5597582,0.02166562,0.39201286,0.024723023,0.000030648614],"about_ca_topic_score_codex":0.00039565552,"about_ca_topic_score_gemma":0.00035390325,"teacher_disagreement_score":0.0015957626,"about_ca_system_score_codex":0.0004133242,"about_ca_system_score_gemma":0.00023880591,"threshold_uncertainty_score":0.005338371},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.019454420961280722,"score_gpt":0.2631381144571379,"score_spread":0.2436836934958572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082274592","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016899521,0.9857837,0.003970064,0.000259625,0.0004613298,0.000010633493,0.00010442696,0.000044967393,0.007675354],"genre_scores_gemma":[0.004968176,0.9888214,0.0023001835,0.00018958776,0.00042004324,0.000014915063,0.00016548902,0.00001772823,0.0031023559],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998041,0.000020749507,0.000023595494,0.0000574506,0.0000772101,0.000016926806],"domain_scores_gemma":[0.999622,0.00019735476,0.00004906223,0.0000139085505,0.00009844273,0.000019204837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002619035,0.0009032402,0.001019633,0.0020474554,0.0003482306,0.000779026,0.00079839624,0.0008336516,0.005841905],"category_scores_gemma":[0.00059637596,0.00051749166,0.00052897807,0.002774725,0.00031993905,0.0013324408,0.00057898834,0.0005755013,0.0023398583],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103599385,0.00011844201,0.0005592321,0.043984767,0.00016951899,0.0002646694,0.0002649702,0.0042479066,0.016880244,0.015358254,0.043564934,0.8744835],"study_design_scores_gemma":[0.00000832661,0.0001953692,0.0029605827,0.0055457274,0.00019784698,0.0010646161,0.00021972213,0.0016728712,0.0032906204,0.004979371,0.9797968,0.00006812116],"about_ca_topic_score_codex":0.00091390504,"about_ca_topic_score_gemma":0.00095240364,"teacher_disagreement_score":0.005841905,"about_ca_system_score_codex":0.00032822392,"about_ca_system_score_gemma":0.0008336834,"threshold_uncertainty_score":0.019543111},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Mathematics; Physics; Geometry; Classical mechanics; Mathematical analysis","score_opus":0.030518611319175135,"score_gpt":0.31706396125303976,"score_spread":0.2865453499338646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084237356","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00219757,0.81483096,0.12983769,0.0044859354,0.001557514,0.000046219317,0.00010385006,0.0001310105,0.046809208],"genre_scores_gemma":[0.042118404,0.8945931,0.04524038,0.0012544775,0.0024504978,0.00012725659,0.00013856388,0.00007771365,0.013999588],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994605,0.00013716091,0.000049498394,0.000103537364,0.00021574738,0.000033530447],"domain_scores_gemma":[0.9991611,0.0004511928,0.00005681744,0.00007963939,0.00022696695,0.000024172317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014158917,0.00075884536,0.0010341824,0.0031406272,0.0005563439,0.0021754166,0.0010309048,0.0011378543,0.0027361899],"category_scores_gemma":[0.0023509972,0.00040189383,0.001035143,0.0027758835,0.00270899,0.0035388898,0.0014676215,0.0025565275,0.0015418542],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012565697,0.000022660335,0.00020183958,0.0028261095,0.000058461756,0.00018282607,0.00022205361,0.00428645,0.0011597406,0.7062853,0.012471675,0.27227026],"study_design_scores_gemma":[0.000009934843,0.000039940547,0.0005094152,0.0013510588,0.000035267687,0.0007799695,0.00012338863,0.005440749,0.00090264657,0.31419006,0.67657006,0.000047523532],"about_ca_topic_score_codex":0.0019161636,"about_ca_topic_score_gemma":0.001105515,"teacher_disagreement_score":0.0031406272,"about_ca_system_score_codex":0.0013178305,"about_ca_system_score_gemma":0.0012137821,"threshold_uncertainty_score":0.009561539},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.029205471545758026,"score_gpt":0.30830747049539264,"score_spread":0.2791019989496346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088631628","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011498278,0.9433964,0.045566097,0.001133782,0.000634899,0.000026173493,0.000086785156,0.00021832732,0.0077876593],"genre_scores_gemma":[0.004825305,0.97238827,0.01892751,0.00017539997,0.00048103134,0.00004998365,0.00014475668,0.000043430853,0.0029643325],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99978334,0.000042390202,0.000022253525,0.00004590394,0.00009217305,0.000013952474],"domain_scores_gemma":[0.9995553,0.0002497612,0.000021760232,0.000023288085,0.00012951349,0.000020329593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049881823,0.001149825,0.0015752998,0.0013615588,0.00035010866,0.0013838876,0.0018608742,0.0017004829,0.0030557925],"category_scores_gemma":[0.0010528343,0.0006121831,0.00059081544,0.0029149032,0.0007060839,0.001896531,0.0006617895,0.00093287416,0.0029689486],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039267685,0.00010303554,0.00059905683,0.007422943,0.0001607019,0.00021868026,0.00012703186,0.046349652,0.0028639878,0.04470341,0.03609081,0.8613214],"study_design_scores_gemma":[0.000026219222,0.00011255124,0.00086734194,0.0025203926,0.00013550236,0.00095690455,0.00014379072,0.034529727,0.0020759564,0.04335887,0.9152038,0.0000689505],"about_ca_topic_score_codex":0.0022257639,"about_ca_topic_score_gemma":0.0020945529,"teacher_disagreement_score":0.0030557925,"about_ca_system_score_codex":0.0005897046,"about_ca_system_score_gemma":0.001094064,"threshold_uncertainty_score":0.010222614},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.030719455107381364,"score_gpt":0.2595358293836581,"score_spread":0.22881637427627674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108945006","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09917157,0.11690309,0.6151685,0.02225849,0.019648656,0.00010603965,0.00018759206,0.00021701785,0.12633899],"genre_scores_gemma":[0.67801565,0.093669176,0.12079107,0.004708132,0.014149914,0.00025052353,0.0001788861,0.0004943054,0.08774239],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99966407,0.00008245257,0.000019738687,0.00009752949,0.000101755155,0.000034407585],"domain_scores_gemma":[0.9992623,0.0003005984,0.00005782921,0.000047585072,0.0002667287,0.000065057335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006803226,0.0007340708,0.0006137547,0.0010300222,0.0006705013,0.00074123143,0.00058484444,0.0011429584,0.00149244],"category_scores_gemma":[0.0033625609,0.00041689927,0.00076534733,0.00074220786,0.0016937129,0.0021961797,0.0014180568,0.002805663,0.00070694234],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016188105,0.00011026861,0.0007275321,0.0011903684,0.00008509009,0.0010809773,0.0011628713,0.019114608,0.016942723,0.8492351,0.02281593,0.08737265],"study_design_scores_gemma":[0.00005354407,0.0002482958,0.0016302059,0.00041694936,0.00014634471,0.001115007,0.00023256087,0.07892041,0.014913063,0.69662964,0.20543504,0.0002588632],"about_ca_topic_score_codex":0.001220579,"about_ca_topic_score_gemma":0.00040580082,"teacher_disagreement_score":0.00149244,"about_ca_system_score_codex":0.0006072445,"about_ca_system_score_gemma":0.00088481914,"threshold_uncertainty_score":0.0049927235},"labels":[],"label_agreement":null},{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Physics; Classical mechanics; Field (mathematics); Theoretical physics; Mathematics","score_opus":0.010917991508440722,"score_gpt":0.23961853067680292,"score_spread":0.2287005391683622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138533896","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017858505,0.055690907,0.34758967,0.009463616,0.0028493972,0.00009470824,0.00078478456,0.000616204,0.5650523],"genre_scores_gemma":[0.523614,0.03926804,0.084013,0.004026021,0.004136689,0.0003765627,0.0014176195,0.0003905733,0.34275758],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99953246,0.00010554104,0.000017740887,0.00008650627,0.00020982456,0.000047885736],"domain_scores_gemma":[0.99946886,0.00016720289,0.00006119099,0.00010942441,0.00014712801,0.000046129957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067282456,0.0007184234,0.00061663415,0.0013382222,0.0010940582,0.002285185,0.0011987066,0.0014543834,0.013544173],"category_scores_gemma":[0.0012545724,0.00023973851,0.000480278,0.00092088775,0.002686332,0.004572818,0.0015542352,0.0017829533,0.0034824729],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021044666,0.0000045344077,0.00003085612,0.000037312417,0.000002107865,0.000022061133,0.000045838413,0.00057394296,0.00018395545,0.9906681,0.003334547,0.0050947606],"study_design_scores_gemma":[0.0000027972044,0.000007797322,0.00009655622,0.000044455246,0.0000030075894,0.000105657506,0.000043160668,0.0033052487,0.00022171266,0.93614256,0.060020782,0.000006220606],"about_ca_topic_score_codex":0.0005728948,"about_ca_topic_score_gemma":0.00066328316,"teacher_disagreement_score":0.013544173,"about_ca_system_score_codex":0.0011896936,"about_ca_system_score_gemma":0.0008668342,"threshold_uncertainty_score":0.045309782},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.04236411564802331,"score_gpt":0.2914663798561393,"score_spread":0.24910226420811601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145566988","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008987898,0.9988722,0.00017566899,0.00015754993,0.000117149626,0.0000028434786,0.0000093837625,0.0000036992592,0.00057161506],"genre_scores_gemma":[0.0005177944,0.9987268,0.00023025312,0.00009560903,0.00017013571,0.0000043563796,0.000014575014,0.00000165008,0.00023873974],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997242,0.00004556448,0.00005298376,0.00006140986,0.00009315351,0.000022521768],"domain_scores_gemma":[0.9991248,0.00043094112,0.000101134945,0.000025330099,0.00027316983,0.000044552733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090148236,0.0010597717,0.0016260225,0.0043979557,0.00037328337,0.0011446396,0.0012335354,0.0010820064,0.0021054877],"category_scores_gemma":[0.0015616206,0.00051877473,0.0005882958,0.005878797,0.0010750332,0.0021876362,0.0008379371,0.0014558058,0.0015922375],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006271479,0.00008835739,0.00036156704,0.024729956,0.00013088834,0.00018626668,0.00020086809,0.001164436,0.0015960946,0.012599108,0.03720673,0.921673],"study_design_scores_gemma":[0.000013786163,0.000089539855,0.0013724503,0.006163165,0.00012276112,0.0007597468,0.00012227238,0.0001847519,0.0004487947,0.0054008486,0.98528534,0.000036474295],"about_ca_topic_score_codex":0.0026057817,"about_ca_topic_score_gemma":0.0032772366,"teacher_disagreement_score":0.0043979557,"about_ca_system_score_codex":0.0007930589,"about_ca_system_score_gemma":0.001320806,"threshold_uncertainty_score":0.0070435405},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.018523295958382906,"score_gpt":0.23040297450403263,"score_spread":0.21187967854564974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159999066","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013774803,0.00074826233,0.96957797,0.00028049055,0.00022574769,0.000051625368,0.000081576036,0.00027283578,0.014986605],"genre_scores_gemma":[0.57438946,0.0011624787,0.4052808,0.0003492938,0.00020821174,0.0003507241,0.00019178749,0.00039815425,0.01766917],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997987,0.0000636654,0.0000073313695,0.000029308285,0.00008162561,0.000019315145],"domain_scores_gemma":[0.9996112,0.00015746453,0.00003790034,0.000085309046,0.0000821748,0.000025985304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045393733,0.00038259523,0.00048116676,0.00042782023,0.0003971665,0.0009058616,0.0014436871,0.0008198004,0.004428561],"category_scores_gemma":[0.00097163115,0.00031713065,0.0006644939,0.00029372296,0.0014045681,0.0009090118,0.0008570897,0.0009531153,0.00068361475],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000500016,0.000057434707,0.00042262409,0.00023475084,0.00004147572,0.00014759914,0.00011497413,0.3981172,0.01923028,0.5619281,0.001869131,0.017786471],"study_design_scores_gemma":[0.00000797839,0.0000135807895,0.000082604936,0.000013761096,0.0000034164623,0.000030206858,0.0000069525345,0.9625509,0.0010689385,0.033187065,0.0030270605,0.0000076145006],"about_ca_topic_score_codex":0.0016485921,"about_ca_topic_score_gemma":0.0012519748,"teacher_disagreement_score":0.004428561,"about_ca_system_score_codex":0.00084641005,"about_ca_system_score_gemma":0.0006500664,"threshold_uncertainty_score":0.0148150325},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.030739582208229765,"score_gpt":0.24710138731181988,"score_spread":0.21636180510359013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171012647","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003930703,0.8560391,0.12404343,0.0006119944,0.0010801251,0.000041446652,0.00023272702,0.00031348487,0.013707011],"genre_scores_gemma":[0.04287762,0.91177034,0.030631091,0.0003310201,0.0011377103,0.00013454069,0.00050584186,0.00013277556,0.012479024],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995127,0.000078131416,0.000054756958,0.00012558785,0.00020347667,0.000025339205],"domain_scores_gemma":[0.9994393,0.0003118011,0.00005620671,0.000040150968,0.00014165108,0.000010879834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067141023,0.0016333775,0.0026445326,0.002729557,0.00047745116,0.001280754,0.0026316915,0.0013508924,0.0032488003],"category_scores_gemma":[0.0012767349,0.0008358076,0.0013928011,0.0033188015,0.0005205592,0.0023224254,0.00048400383,0.0012292899,0.0028891703],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010805177,0.00015053783,0.0009828614,0.020547587,0.00044475117,0.0007418871,0.0003395724,0.12332348,0.009419752,0.2074134,0.041197542,0.5953306],"study_design_scores_gemma":[0.000023345907,0.0003470086,0.0021113981,0.003268743,0.00052961236,0.0022699118,0.00021690385,0.22567391,0.0057325647,0.124322616,0.635281,0.00022300318],"about_ca_topic_score_codex":0.001500492,"about_ca_topic_score_gemma":0.0012387831,"teacher_disagreement_score":0.0032488003,"about_ca_system_score_codex":0.0008447599,"about_ca_system_score_gemma":0.0007562638,"threshold_uncertainty_score":0.0108683705},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.00996087030363738,"score_gpt":0.2079036619703719,"score_spread":0.19794279166673454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2460402063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.526118,0.04994999,0.34605268,0.00096435455,0.0005396499,0.000108769695,0.0002375033,0.00040647737,0.07562265],"genre_scores_gemma":[0.92010546,0.016871884,0.0514486,0.00012339864,0.0001374321,0.00017440792,0.00018341493,0.000075923635,0.0108796],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998149,0.000025130437,0.000010850707,0.000042651314,0.00008605365,0.000020400215],"domain_scores_gemma":[0.9998698,0.000042442734,0.00003181944,0.000030302617,0.000014760319,0.0000107663645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001964743,0.00024141987,0.00024866857,0.00049984775,0.00030512718,0.00077951356,0.0004997784,0.00062918477,0.0012970355],"category_scores_gemma":[0.00039253803,0.0003080692,0.00025720106,0.00034161797,0.0008605172,0.00082280027,0.00046076573,0.0004106839,0.0005670686],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006239299,0.00007678575,0.0009774762,0.0009941332,0.000037610116,0.0005429269,0.00045307464,0.061149906,0.5629453,0.25783795,0.0013336036,0.11358887],"study_design_scores_gemma":[0.000044920413,0.00082780956,0.010198636,0.000303659,0.00006471303,0.002197513,0.00043608499,0.19503438,0.456886,0.1648032,0.16902693,0.00017613277],"about_ca_topic_score_codex":0.000092403156,"about_ca_topic_score_gemma":0.00014266714,"teacher_disagreement_score":0.0012970355,"about_ca_system_score_codex":0.00033346788,"about_ca_system_score_gemma":0.00019507318,"threshold_uncertainty_score":0.0043389797},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.018971706013867617,"score_gpt":0.19247252447337862,"score_spread":0.173500818459511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2472732782","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53091425,0.0072438717,0.4210579,0.00066191587,0.0001158826,0.00007389609,0.00050404214,0.00023133503,0.03919684],"genre_scores_gemma":[0.96811926,0.003733012,0.023992464,0.000084071944,0.000037877067,0.00006289934,0.00020701815,0.00003338469,0.0037299925],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9999076,0.00001736409,0.0000058324276,0.0000311157,0.000022406242,0.000015677577],"domain_scores_gemma":[0.99968064,0.00013845529,0.00007233747,0.000024622925,0.000059235543,0.000024685727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020922035,0.00019421648,0.00022728962,0.0005457732,0.00042416184,0.0008111619,0.00033118264,0.0004373997,0.0013688718],"category_scores_gemma":[0.0007421892,0.00014923597,0.00032375488,0.0005061255,0.00063054566,0.0014959429,0.00022786378,0.00031077667,0.00012118082],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047764504,0.000049106002,0.0021829554,0.0003328838,0.000028915378,0.00021628701,0.00019332029,0.28888547,0.0322002,0.6580229,0.0012224384,0.01661781],"study_design_scores_gemma":[0.0000079112,0.00008957261,0.0028852501,0.000045297103,0.000024701796,0.00021774524,0.00009430235,0.7424558,0.00766065,0.23809196,0.008395392,0.000031412674],"about_ca_topic_score_codex":0.0011957365,"about_ca_topic_score_gemma":0.00072482263,"teacher_disagreement_score":0.0013688718,"about_ca_system_score_codex":0.00072060106,"about_ca_system_score_gemma":0.00028032213,"threshold_uncertainty_score":0.0052284},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Redundancy (engineering); Computer science; Kinematics; Theoretical computer science; Distributed computing; Physics","score_opus":0.04558784854930557,"score_gpt":0.2956326976251877,"score_spread":0.2500448490758821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783668963","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000252406,0.9962543,0.0007310017,0.00014693299,0.00019632651,0.000005836294,0.000021485548,0.000013111465,0.0023785569],"genre_scores_gemma":[0.0018075968,0.99600095,0.00077958073,0.00012561223,0.00021182261,0.000009516989,0.00004475626,0.0000038102476,0.0010163083],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99973255,0.000029283994,0.000039839106,0.000065025044,0.00010987977,0.000023381705],"domain_scores_gemma":[0.9994272,0.0003044006,0.00008701227,0.000024817893,0.00012824735,0.000028480732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053354405,0.00114911,0.0012367388,0.003283977,0.00044723143,0.0011752622,0.0012823275,0.0013874479,0.006889749],"category_scores_gemma":[0.0010048767,0.00055704376,0.00068054756,0.0027811856,0.00061202474,0.0024449644,0.00090814824,0.0011276443,0.0028868045],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000487951,0.0001038003,0.0002490232,0.03895686,0.000112006055,0.0002979153,0.00012679149,0.0014295502,0.0029236171,0.018505177,0.021561308,0.91568524],"study_design_scores_gemma":[0.0000064127044,0.00009988686,0.00044273684,0.00514485,0.000101653255,0.0012648365,0.00007248416,0.00022754306,0.00084368966,0.004794785,0.98697275,0.000028431314],"about_ca_topic_score_codex":0.0007837054,"about_ca_topic_score_gemma":0.00092096184,"teacher_disagreement_score":0.006889749,"about_ca_system_score_codex":0.00048956816,"about_ca_system_score_gemma":0.0012881868,"threshold_uncertainty_score":0.02304852},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Dynamics (music); Presentation (obstetrics); Mathematics; Kinematics; Physics; Humanities; Mechanics; Calculus (dental); Philosophy; Classical mechanics","score_opus":0.01231809509302676,"score_gpt":0.19727345597263268,"score_spread":0.18495536087960593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251642598","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00039343932,0.008167589,0.008602463,0.0027637822,0.004147279,0.00014209408,0.0048315446,0.0031714474,0.9677805],"genre_scores_gemma":[0.003972793,0.0062618246,0.0046900334,0.00088044285,0.0010917828,0.0001403638,0.0052520973,0.0012294705,0.97648126],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875474,0.00013281906,0.00006436389,0.00023945855,0.000675745,0.00013274775],"domain_scores_gemma":[0.9988998,0.00010175855,0.000052755204,0.00022813636,0.0004922527,0.0002252947],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008081005,0.0018639925,0.0011492765,0.0024158808,0.0012983512,0.005997521,0.0021741209,0.0026960187,0.69014174],"category_scores_gemma":[0.0022948396,0.00080286356,0.0011221018,0.0028827267,0.00081620476,0.0042734216,0.0042999126,0.0025937313,0.53015906],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034459183,0.0000306952,0.00013496593,0.00030576304,0.000009623384,0.000056541867,0.000059576476,0.00038794172,0.00055740733,0.030063834,0.82890654,0.13945264],"study_design_scores_gemma":[0.0000044163585,0.000009296574,0.00012686357,0.00008745011,0.0000018885945,0.000058519607,0.000021402591,0.00019474546,0.00011191805,0.0036920863,0.9956858,0.0000056885206],"about_ca_topic_score_codex":0.005144841,"about_ca_topic_score_gemma":0.006630162,"teacher_disagreement_score":0.69014174,"about_ca_system_score_codex":0.0021198571,"about_ca_system_score_gemma":0.0020343368,"threshold_uncertainty_score":0.44197518},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.016778983597139363,"score_gpt":0.22235577809908572,"score_spread":0.20557679450194635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300914202","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021199703,0.06348433,0.17548592,0.006704889,0.0068442905,0.000111710746,0.0022551431,0.0016912898,0.74130243],"genre_scores_gemma":[0.15059124,0.045810062,0.18053038,0.008346645,0.010023719,0.00061091216,0.006581575,0.003934439,0.59357095],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989712,0.00023446052,0.000081477905,0.00022543957,0.00038059277,0.00010682608],"domain_scores_gemma":[0.9993536,0.00018574901,0.000062903106,0.00009671647,0.00026507024,0.000036011632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009256009,0.001868929,0.0010228076,0.0024885517,0.0011584415,0.0032337185,0.0013916747,0.0010927353,0.054274727],"category_scores_gemma":[0.0026596424,0.00067554857,0.0015184914,0.0020083617,0.002040636,0.006253717,0.0021357557,0.003494009,0.027806913],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011860532,0.0000132928335,0.000076941724,0.0002197699,0.00001247826,0.00006933667,0.00019899406,0.00041214094,0.0003594058,0.83493584,0.10970675,0.053983036],"study_design_scores_gemma":[0.0000053494614,0.000014610013,0.00015513103,0.00013886574,0.000010387781,0.0001903624,0.00006572502,0.0015697457,0.00026700884,0.47351575,0.5240537,0.000013419027],"about_ca_topic_score_codex":0.0019004939,"about_ca_topic_score_gemma":0.0016559731,"teacher_disagreement_score":0.054274727,"about_ca_system_score_codex":0.002189769,"about_ca_system_score_gemma":0.00073474646,"threshold_uncertainty_score":0.18156701},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.06370458427753391,"score_gpt":0.3031336440761642,"score_spread":0.23942905979863033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4303415297","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002851399,0.90611756,0.08496838,0.0004867865,0.0007208173,0.00010899633,0.00030813852,0.00023825113,0.0041996953],"genre_scores_gemma":[0.011706594,0.8847771,0.09815323,0.00041832065,0.0008685294,0.0002496641,0.00043289067,0.0001270251,0.003266725],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99766636,0.00030566368,0.00030749364,0.00062379154,0.0010341188,0.000062727406],"domain_scores_gemma":[0.99639183,0.0018583217,0.00046311642,0.00020859517,0.0010051844,0.00007286365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023439252,0.0017002068,0.0019190501,0.009248589,0.0005331137,0.0014979173,0.0023953016,0.0015907298,0.0021485926],"category_scores_gemma":[0.003244981,0.0016251805,0.001321028,0.0064514847,0.0017799658,0.0033776478,0.0007381183,0.0020533723,0.00206823],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010977896,0.00026865536,0.002488947,0.026412135,0.00025173702,0.00041857673,0.00038594703,0.0033877324,0.062760815,0.011647641,0.01318719,0.8786809],"study_design_scores_gemma":[0.000018631565,0.0007612103,0.013026587,0.0062380056,0.0003262455,0.006262895,0.0004557144,0.0061064544,0.06846716,0.00809519,0.8897156,0.0005261724],"about_ca_topic_score_codex":0.0016476136,"about_ca_topic_score_gemma":0.001870512,"teacher_disagreement_score":0.009248589,"about_ca_system_score_codex":0.0009556718,"about_ca_system_score_gemma":0.001029488,"threshold_uncertainty_score":0.012395978},"labels":[],"label_agreement":null}]}