{"meta":{"query_hash":"52a7bcea887d","filters":{"venue":"Acta Materialia"},"cohort_total":246,"direct_labels_cover":0,"predictions_cover":246,"exported":246,"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/52a7bcea887d","api":"https://metacan.xera.ac/api/v1/cohort?venue=Acta+Materialia"},"results":[{"id":"W1504272496","doi":"10.1016/j.actamat.2016.01.066","title":"Deformation behavior of Mg-8.5wt.%Al alloy under reverse loading investigated by in-situ neutron diffraction and elastic viscoplastic self-consistent modeling","year":2016,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Canadian Nuclear Laboratories","funders":"National Research Foundation of Korea; Ministry of Science, ICT and Future Planning; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science","keywords":"Materials science; Viscoplasticity; Neutron diffraction; Alloy; Deformation (meteorology); In situ; Diffraction; Composite material; Crystallography; Metallurgy; Thermodynamics; Constitutive equation; Finite element method; Optics","score_opus":0.017529615942836283,"score_gpt":0.22981722554092188,"score_spread":0.2122876095980856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1504272496","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":[0.99674547,0.00022155578,0.00073890283,0.000037463742,0.000012824285,0.0000054679645,0.0002575276,0.000034679768,0.0019460749],"genre_scores_gemma":[0.99860734,0.000075107506,0.0003833028,0.0000061596693,0.000001601227,0.0000031260697,0.00011026031,0.0000062849454,0.00080684136],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988186,0.0000084223175,0.000008876299,0.000023374696,0.000057462854,0.000020069276],"domain_scores_gemma":[0.9999285,0.000014651845,0.000016829516,0.000009383675,0.000024715238,0.000005954044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012791448,0.00020128494,0.00025262038,0.00023106474,0.00023098283,0.00021380966,0.00029911543,0.00038670542,0.001533964],"category_scores_gemma":[0.00018870909,0.00017083809,0.00014836252,0.0002576372,0.00022518713,0.00021493057,0.00010004254,0.00013378359,0.0002113692],"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":[0.00043043177,0.000024856423,0.0021569515,0.000084102794,0.000008033878,0.00016670515,0.00007676863,0.0058793337,0.98713243,0.00020003377,0.00015263625,0.0036877098],"study_design_scores_gemma":[0.000017267044,0.0002870199,0.034732092,0.000013136989,0.000027120814,0.00016476933,0.00018281105,0.076647006,0.8858193,0.00015080611,0.0019321213,0.00002652219],"about_ca_topic_score_codex":0.0029104317,"about_ca_topic_score_gemma":0.0054167453,"teacher_disagreement_score":0.0029104317,"about_ca_system_score_codex":0.00031542458,"about_ca_system_score_gemma":0.0001495455,"threshold_uncertainty_score":0.005787015},"labels":[],"label_agreement":null},{"id":"W1542697918","doi":"10.1016/j.actamat.2009.10.042","title":"Fabrication, structure and mechanical properties of indium nanopillars","year":2009,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Nanowire Synthesis and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Nanopillar; Materials science; Indium; Brittleness; Fabrication; Composite material; Microstructure; Electroplating; Metallurgy; Nanotechnology; Nanostructure; Layer (electronics)","score_opus":0.00806167685739748,"score_gpt":0.18786814142436783,"score_spread":0.17980646456697036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1542697918","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":[0.992025,0.00091029756,0.0044969684,0.00013176918,0.000060237555,0.000012260523,0.00023379212,0.00009656036,0.0020330593],"genre_scores_gemma":[0.9885318,0.0003656209,0.008080535,0.000027471482,0.000014353527,0.00002434716,0.00025346503,0.000035684436,0.0026666985],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998597,0.000008822471,0.000010098444,0.00003448377,0.00005577728,0.00003106099],"domain_scores_gemma":[0.99970895,0.0000597886,0.00007825378,0.00005926344,0.00006720361,0.000026516183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029276428,0.000170672,0.00019966476,0.00019500028,0.00028162886,0.00039768632,0.00052025536,0.0004106988,0.00061569957],"category_scores_gemma":[0.00047990345,0.00035868087,0.0001521315,0.00019639732,0.00023822466,0.00026147536,0.00020129858,0.0003303032,0.00024150527],"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":[0.000042538926,0.000009084483,0.00016983975,0.00002229717,0.0000032371647,0.000020983001,0.000017279612,0.00021089378,0.99840987,0.00026282322,0.00006471959,0.00076649565],"study_design_scores_gemma":[0.000010489547,0.000099441786,0.0043425295,0.000004264456,0.000007978747,0.00005017185,0.000016916818,0.0032716126,0.9906942,0.000079351565,0.0014096752,0.000013388777],"about_ca_topic_score_codex":0.0011766505,"about_ca_topic_score_gemma":0.001831293,"teacher_disagreement_score":0.0011766505,"about_ca_system_score_codex":0.000635378,"about_ca_system_score_gemma":0.00022588817,"threshold_uncertainty_score":0.0046099424},"labels":[],"label_agreement":null},{"id":"W1790067396","doi":"10.1016/j.actamat.2015.09.025","title":"Quantification of evolution of multiple simultaneous phase transformations using dilation curve analysis (DCA)","year":2015,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Materials science; Bainite; Austenite; Metallography; Martensite; Dilation (metric space); Phase (matter); Transformation (genetics); Metallurgy; Analytical Chemistry (journal); Microstructure; Mathematics; Chromatography","score_opus":0.0369283952798899,"score_gpt":0.2659721196256556,"score_spread":0.2290437243457657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1790067396","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":[0.66433823,0.0012186004,0.32081607,0.00020016708,0.00013106223,0.000120817254,0.0013940698,0.0018576325,0.009923326],"genre_scores_gemma":[0.89930815,0.00053044176,0.09707417,0.000026364169,0.000042905278,0.0000772981,0.00052021776,0.00025645617,0.00216411],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99964404,0.000026061505,0.00001614216,0.00010873179,0.0001643626,0.000040728406],"domain_scores_gemma":[0.9990909,0.00024386957,0.000200519,0.00010291217,0.00030135736,0.000060453032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036406217,0.000518554,0.00032654844,0.003092938,0.0003309049,0.0008141665,0.00037401682,0.0004741604,0.0027728123],"category_scores_gemma":[0.0011687652,0.00025350513,0.00025703022,0.0027711869,0.00035892305,0.0008444593,0.00042309673,0.0005115806,0.00057985564],"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":[0.00034369132,0.00013383807,0.011520114,0.00029974146,0.000065029446,0.00015484203,0.00022668543,0.0069225407,0.7404152,0.0029848362,0.00097387424,0.23595954],"study_design_scores_gemma":[0.000025012456,0.0002868238,0.05903469,0.000030320454,0.000094882766,0.00061503006,0.00018011047,0.27340165,0.6527825,0.0024591736,0.010984363,0.00010551658],"about_ca_topic_score_codex":0.0010687155,"about_ca_topic_score_gemma":0.0015193911,"teacher_disagreement_score":0.003092938,"about_ca_system_score_codex":0.00041634025,"about_ca_system_score_gemma":0.00044195633,"threshold_uncertainty_score":0.009275973},"labels":[],"label_agreement":null},{"id":"W1856511867","doi":"10.1016/j.actamat.2015.09.032","title":"Effect of neutron irradiation on deformation mechanisms operating during tensile testing of Zr–2.5Nb","year":2015,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":70,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nuclear Laboratories; Kinectrics (Canada); Queen's University","funders":"Basic Energy Sciences; Canadian Nuclear Laboratories; CANDU Owners Group; Los Alamos National Laboratory; National Niemann-Pick Disease Foundation; Laboratory Directed Research and Development; Bruce Power; U.S. Department of Energy","keywords":"Materials science; Irradiation; Ultimate tensile strength; Slip (aerodynamics); Neutron; Deformation (meteorology); Composite material; Alloy; Deformation mechanism; Crystallography; Microstructure; Nuclear physics; Thermodynamics; Chemistry","score_opus":0.025902676520726756,"score_gpt":0.24113015861117662,"score_spread":0.21522748209044987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1856511867","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":[0.99855393,0.0003240619,0.00033335475,0.000017766368,0.000013761609,0.000007613738,0.000056662444,0.000020316897,0.0006725268],"genre_scores_gemma":[0.99911135,0.000082925566,0.00018518865,0.000011231663,0.000002912912,0.000004313224,0.000058992155,0.000014368517,0.000528799],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996798,0.00005345834,0.000033236785,0.00005700426,0.00010151879,0.000075020915],"domain_scores_gemma":[0.9991327,0.00035941252,0.0001906155,0.00011160765,0.00014765658,0.000058032798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004719068,0.0003080789,0.00025287678,0.000215722,0.0002892287,0.0002814246,0.00032951595,0.00042975237,0.002666782],"category_scores_gemma":[0.0009840179,0.0002677571,0.00020829061,0.00019844079,0.0003908521,0.000346296,0.0002000247,0.00027469735,0.00026900964],"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":[0.0012173995,0.000031961346,0.0016894802,0.000071199844,0.000017879413,0.00015214959,0.00014660272,0.0006158537,0.9928762,0.000049113813,0.000055545497,0.0030766416],"study_design_scores_gemma":[0.000015106573,0.0007207269,0.022140456,0.000014357977,0.000025205212,0.00012569898,0.0001119554,0.0014039971,0.97468764,0.000022422835,0.00072129216,0.000011176728],"about_ca_topic_score_codex":0.0006928896,"about_ca_topic_score_gemma":0.0013928149,"teacher_disagreement_score":0.002666782,"about_ca_system_score_codex":0.00026838967,"about_ca_system_score_gemma":0.00019491365,"threshold_uncertainty_score":0.008921266},"labels":[],"label_agreement":null},{"id":"W1966173436","doi":"10.1016/j.actamat.2010.09.050","title":"Effect of strontium on liquid structure of Al–Si hypoeutectic alloys using high-energy X-ray diffraction","year":2010,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":90,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Materials science; Eutectic system; Liquidus; Nucleation; Alloy; Diffraction; Strontium; Phase (matter); Coordination number; Radial distribution function; Crystallography; Thermodynamics; Analytical Chemistry (journal); Metallurgy; Molecular dynamics; Ion; Optics; Chemistry","score_opus":0.00399442010423529,"score_gpt":0.20166261410826258,"score_spread":0.1976681940040273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966173436","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":[0.9962063,0.0010589996,0.0013387329,0.000049967333,0.000010538075,0.000010089603,0.0001638955,0.000029705629,0.0011317346],"genre_scores_gemma":[0.99780554,0.00040419077,0.001050862,0.00001491505,0.0000035726068,0.000005867146,0.00011731203,0.000018433426,0.00057925406],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99969745,0.00006291989,0.000036171605,0.000058448564,0.00010110831,0.000043959273],"domain_scores_gemma":[0.9996933,0.00012841895,0.000065589054,0.000024481948,0.000072978444,0.000015329766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037189366,0.00021254113,0.0002979965,0.00036611775,0.00024335716,0.0006908519,0.00029004083,0.00029439217,0.0010767566],"category_scores_gemma":[0.0005867674,0.0003252916,0.00022058765,0.00042840955,0.0004076699,0.00041769104,0.00026196495,0.00030884644,0.00018561771],"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":[0.00044997854,0.000011335494,0.00084282557,0.000041826792,0.000011020191,0.000053049334,0.000057954734,0.00021092121,0.99674535,0.00009010984,0.000028358321,0.0014572104],"study_design_scores_gemma":[0.000013686083,0.00007084578,0.0023608708,0.0000031849768,0.00001090069,0.000034935438,0.00003365452,0.0012559613,0.99578696,0.000017332271,0.00040692562,0.0000046683845],"about_ca_topic_score_codex":0.0018572834,"about_ca_topic_score_gemma":0.00252985,"teacher_disagreement_score":0.0018572834,"about_ca_system_score_codex":0.0004477713,"about_ca_system_score_gemma":0.0002720262,"threshold_uncertainty_score":0.003692925},"labels":[],"label_agreement":null},{"id":"W1966217463","doi":"10.1016/j.actamat.2005.04.042","title":"Effect of surface geometrical configurations induced by microcracks on the electron work function","year":2005,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Work function; Kelvin probe force microscope; Work (physics); Electron; Surface (topology); Fracture (geology); Composite material; Scanning electron microscope; Condensed matter physics; Nanotechnology; Geometry; Atomic force microscopy; Thermodynamics; Physics","score_opus":0.01179300360601837,"score_gpt":0.25811936985289174,"score_spread":0.24632636624687337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966217463","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":[0.99763215,0.0002453471,0.0007372494,0.000032828077,0.000018460849,0.0000060328016,0.000035699308,0.000045695655,0.0012465632],"genre_scores_gemma":[0.99945146,0.00009653214,0.00014677216,0.000008839388,0.0000042675165,0.0000030007438,0.00002231756,0.000020193831,0.00024666125],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997639,0.0000387921,0.000009845187,0.000043022184,0.000051420448,0.00009305004],"domain_scores_gemma":[0.9984553,0.0009147606,0.00016735014,0.0001555113,0.00013286143,0.0001742488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029069636,0.00052988186,0.00053194806,0.00024915294,0.0004272971,0.00070436805,0.0005596762,0.00040184558,0.0045180293],"category_scores_gemma":[0.0017628177,0.00040839842,0.0001505707,0.0002658919,0.0007627648,0.0004827089,0.000446172,0.00048261962,0.00042696914],"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":[0.0020349463,0.00013671334,0.0011347069,0.0001352397,0.0000297038,0.0003859142,0.00017355618,0.007462256,0.98181194,0.00087558466,0.00026195083,0.005557398],"study_design_scores_gemma":[0.00012704825,0.000738344,0.01247214,0.000016212267,0.00005598844,0.00024812313,0.0001803534,0.016588867,0.9682834,0.0003880975,0.0008424155,0.000058876718],"about_ca_topic_score_codex":0.00048756378,"about_ca_topic_score_gemma":0.00052830135,"teacher_disagreement_score":0.0045180293,"about_ca_system_score_codex":0.0003678081,"about_ca_system_score_gemma":0.00023321365,"threshold_uncertainty_score":0.015114307},"labels":[],"label_agreement":null},{"id":"W1969001849","doi":"10.1016/j.actamat.2014.04.052","title":"Determining characteristic principal clusters in the “cluster-plus-glue-atom” model","year":2014,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Cluster (spacecraft); Materials science; GLUE; Atom (system on chip); Alloy; Limiting; Principal component analysis; Crystallography; Metallurgy; Statistics; Computer science; Chemistry; Mathematics; Composite material","score_opus":0.022946390964855876,"score_gpt":0.2471949187281142,"score_spread":0.22424852776325832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969001849","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":[0.3034168,0.00086149597,0.6549278,0.0020210936,0.000299339,0.00025005918,0.0009014627,0.0006977352,0.0366243],"genre_scores_gemma":[0.91451627,0.00047214294,0.06918699,0.0004470929,0.00013156277,0.0004063326,0.00077674026,0.00038141577,0.013681376],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99969256,0.00011860686,0.000009490372,0.00006433395,0.000049531893,0.00006544317],"domain_scores_gemma":[0.9987797,0.0004930335,0.00012551647,0.00020331272,0.00016939027,0.0002289943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091643207,0.0009945839,0.0019178387,0.0011781949,0.001789601,0.0016668243,0.003832067,0.0039563826,0.0047349934],"category_scores_gemma":[0.0025486979,0.001005128,0.0016176607,0.00078960444,0.0024482647,0.002899923,0.001327562,0.0017034904,0.00086191524],"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":[0.00017597238,0.00006771386,0.00071899267,0.0000818218,0.00004840741,0.0001467017,0.000077773795,0.7372934,0.0017768455,0.2542744,0.0023948215,0.0029430932],"study_design_scores_gemma":[0.000021130534,0.000008647081,0.00010925123,0.0000041260523,0.0000071335317,0.000010287913,0.00001620561,0.9612928,0.00012233166,0.038186528,0.00021096638,0.000010644076],"about_ca_topic_score_codex":0.012431698,"about_ca_topic_score_gemma":0.012199297,"teacher_disagreement_score":0.012431698,"about_ca_system_score_codex":0.0016093089,"about_ca_system_score_gemma":0.0019774532,"threshold_uncertainty_score":0.024718702},"labels":[],"label_agreement":null},{"id":"W1970151911","doi":"10.1016/j.actamat.2009.05.003","title":"Microstructural evolution and strain hardening of Fe–24Mn and Fe–30Mn alloys during tensile deformation","year":2009,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":109,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; ArcelorMittal; McMaster University","keywords":"Materials science; Stacking-fault energy; Crystal twinning; Work hardening; Deformation (meteorology); Ultimate tensile strength; Alloy; Hardening (computing); Strain hardening exponent; Tensile testing; Martensite; Ductility (Earth science); Diffusionless transformation; Composite material; Deformation mechanism; Metallurgy; Microstructure; Creep","score_opus":0.005776885177056079,"score_gpt":0.18227648535186153,"score_spread":0.17649960017480545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970151911","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":[0.9980824,0.00017018054,0.00026309106,0.0000150392125,0.000004450164,0.0000044558033,0.00014087986,0.000017162614,0.0013025276],"genre_scores_gemma":[0.9985531,0.00003119582,0.00013444458,0.00000458658,0.000001603446,0.0000025725044,0.00012405239,0.0000045867464,0.0011437673],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999329,0.0000045137363,0.0000041395924,0.000013680988,0.000028602251,0.00001607924],"domain_scores_gemma":[0.9998078,0.000044267847,0.000050343817,0.000017364906,0.000056315122,0.000024097017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000104123836,0.00010714227,0.0001313061,0.0005154418,0.000329746,0.00023877448,0.00026477932,0.00028400277,0.0030755042],"category_scores_gemma":[0.0003215797,0.00024897556,0.00014805754,0.000310195,0.000320642,0.00021017267,0.00008944669,0.00020875905,0.00022607733],"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":[0.00087013724,0.00006034405,0.0061601195,0.00005776351,0.000022721357,0.00039585843,0.00020790355,0.0024524583,0.9846037,0.00031542487,0.00018959661,0.0046640094],"study_design_scores_gemma":[0.000023353325,0.00045310796,0.4951029,0.000012505725,0.000038653412,0.00067448925,0.0005083062,0.01594151,0.4844451,0.0002444919,0.0025229736,0.000032655054],"about_ca_topic_score_codex":0.0062152487,"about_ca_topic_score_gemma":0.008973866,"teacher_disagreement_score":0.0062152487,"about_ca_system_score_codex":0.00040532873,"about_ca_system_score_gemma":0.0001533185,"threshold_uncertainty_score":0.012358129},"labels":[],"label_agreement":null},{"id":"W1970401101","doi":"10.1016/j.actamat.2013.10.060","title":"Probing the local atomic structure of Sr-modified Al–Si alloys","year":2013,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Advanced Materials Characterization Techniques","field":"Engineering","cited_by":106,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Intermetallic; Extended X-ray absorption fine structure; Materials science; Nucleation; Alloy; Eutectic system; Atom probe; Atom (system on chip); Crystallography; Metallurgy; Absorption spectroscopy; Thermodynamics; Chemistry","score_opus":0.007176189153859911,"score_gpt":0.21295458685102783,"score_spread":0.2057783976971679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970401101","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":[0.9966769,0.00028946847,0.001276124,0.00004818855,0.000014192047,0.00000435047,0.000051512,0.000041664956,0.0015977174],"genre_scores_gemma":[0.9972951,0.00010972232,0.001008222,0.000025332512,0.0000051170855,0.000003412425,0.00006022226,0.000015794401,0.0014770858],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999161,0.0000088860725,0.0000031086909,0.000022898726,0.000032326305,0.000016701666],"domain_scores_gemma":[0.9999244,0.000017911145,0.000021470183,0.000012837511,0.00001666461,0.000006665503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011171826,0.00015460378,0.00013770098,0.00013307885,0.00013889773,0.00026163968,0.00038452676,0.00026700785,0.0016754956],"category_scores_gemma":[0.00017671801,0.00015805839,0.0001236181,0.000107738844,0.00024362857,0.00018197527,0.00014382528,0.0003161384,0.0003633865],"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":[0.000058687503,0.0000058954774,0.00023675189,0.000018760587,0.0000044425706,0.00002082061,0.000020769443,0.00007394737,0.9987006,0.000083165534,0.000033594606,0.0007426257],"study_design_scores_gemma":[0.0000073141487,0.000060916165,0.002333792,0.0000015142215,0.000007524471,0.000047087993,0.000039655242,0.0012699938,0.9954869,0.000022915634,0.00071946275,0.0000028282582],"about_ca_topic_score_codex":0.0006767852,"about_ca_topic_score_gemma":0.0015801002,"teacher_disagreement_score":0.0016754956,"about_ca_system_score_codex":0.00026582903,"about_ca_system_score_gemma":0.00009781151,"threshold_uncertainty_score":0.005605042},"labels":[],"label_agreement":null},{"id":"W1972162207","doi":"10.1016/j.actamat.2008.10.038","title":"Micro-truss nanocrystalline Ni hybrids","year":2008,"lang":"es","type":"article","venue":"Acta Materialia","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Redlen Technologies (Canada); Integran (Canada); University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Nanocrystalline material; Electroforming; Composite material; Truss; Compression (physics); Ultimate tensile strength; Buckling; Tension (geology); Compressive strength; Grain size; Structural engineering; Nanotechnology","score_opus":0.020986908800962375,"score_gpt":0.2328259783186854,"score_spread":0.21183906951772302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972162207","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":[0.98312277,0.0005486451,0.0027420698,0.00009484363,0.00006743673,0.000014279168,0.00014007278,0.00028497938,0.012985012],"genre_scores_gemma":[0.9905218,0.00008287618,0.001975264,0.000014457425,0.000007252331,0.0000103297925,0.00011205984,0.00003171681,0.0072444202],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998925,0.000004099319,0.0000041823123,0.000030051942,0.000053370473,0.00001574978],"domain_scores_gemma":[0.9999136,0.000009597324,0.000015377425,0.000019533256,0.000027544731,0.000014405173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000071683135,0.00013859622,0.00018822496,0.00022066504,0.00022514226,0.00036494667,0.00042747924,0.0003081362,0.0025874563],"category_scores_gemma":[0.00013482489,0.00015485859,0.00009518753,0.00017283125,0.00013512027,0.00031503537,0.00019693213,0.00024424234,0.0007036012],"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":[0.00006294844,0.000017919288,0.00023350496,0.000039955423,0.000011998074,0.00005057857,0.000032698794,0.00040373983,0.995739,0.00090020197,0.0002799226,0.0022275485],"study_design_scores_gemma":[0.000012003689,0.00008572864,0.0030097244,0.0000039810775,0.000015717442,0.00012991411,0.00006429357,0.0031750244,0.9878136,0.00021359285,0.005469036,0.0000074264335],"about_ca_topic_score_codex":0.000738595,"about_ca_topic_score_gemma":0.0027075035,"teacher_disagreement_score":0.0025874563,"about_ca_system_score_codex":0.00035830546,"about_ca_system_score_gemma":0.00009254689,"threshold_uncertainty_score":0.008655965},"labels":[],"label_agreement":null},{"id":"W1972664015","doi":"10.1016/j.actamat.2008.08.035","title":"Effects of dissolved hydrogen and elastic and plastic deformation on active dissolution of pipeline steel in anaerobic groundwater of near-neutral pH","year":2008,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":136,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dissolution; Materials science; Corrosion; Anaerobic corrosion; Deformation (meteorology); Hydrogen; Stress corrosion cracking; Metallurgy; Stress (linguistics); Anode; Groundwater; Composite material; Chemical engineering; Electrode; Geology; Chemistry; Geotechnical engineering","score_opus":0.010925105855609553,"score_gpt":0.22431688367040695,"score_spread":0.2133917778147974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972664015","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":[0.9992924,0.00009651577,0.00013638451,0.000020874135,0.000004286978,0.0000026366508,0.0000976408,0.0000028203738,0.000346422],"genre_scores_gemma":[0.9994091,0.000068781905,0.00010949657,0.0000075533535,0.000002879202,0.0000015357822,0.000088452754,0.0000016972831,0.00031049436],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997838,0.000039819875,0.000016223994,0.000036388108,0.000050640287,0.00007309162],"domain_scores_gemma":[0.9997489,0.00011135711,0.00003454248,0.000012552381,0.0000498446,0.00004287884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023274538,0.00021118205,0.00027775488,0.00012007853,0.00024686966,0.00034034188,0.00031407631,0.00032738637,0.0010548895],"category_scores_gemma":[0.0005189298,0.00019858444,0.00018308216,0.00015630276,0.00040894345,0.00025238155,0.00019467386,0.00035351812,0.000118326374],"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":[0.009102738,0.00013455533,0.010887842,0.0001313653,0.00005669609,0.00023911528,0.00028940898,0.0017206616,0.9710292,0.00017220857,0.00014601221,0.006090184],"study_design_scores_gemma":[0.00008493135,0.0019042979,0.04020647,0.000010382685,0.00004375328,0.0001542963,0.0005170175,0.005904288,0.94995326,0.00014716726,0.0010500738,0.000024085966],"about_ca_topic_score_codex":0.007899037,"about_ca_topic_score_gemma":0.0064733513,"teacher_disagreement_score":0.007899037,"about_ca_system_score_codex":0.00040880137,"about_ca_system_score_gemma":0.00034047576,"threshold_uncertainty_score":0.015706122},"labels":[],"label_agreement":null},{"id":"W1973620328","doi":"10.1016/s1359-6454(02)00579-7","title":"Reaction sintering of TiN-TiB2 ceramics","year":2003,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Boron and Carbon Nanomaterials Research","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Tin; Materials science; Sintering; Ceramic; Metallurgy; Grain size; Composite material","score_opus":0.019909597873853453,"score_gpt":0.2690471662552264,"score_spread":0.24913756838137294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973620328","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":[0.99119264,0.0009295492,0.0008539469,0.00004245413,0.00007546976,0.000015933527,0.00021023965,0.00008626795,0.006593528],"genre_scores_gemma":[0.9959403,0.00027447517,0.0003936817,0.000013324171,0.0000068471604,0.000006786526,0.00022684176,0.000030599756,0.0031070402],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999801,0.000016093534,0.000015651853,0.000039338924,0.000056941346,0.000071070266],"domain_scores_gemma":[0.9999294,0.000014376799,0.0000136168865,0.0000114755485,0.000019039426,0.000012055601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029663762,0.000277784,0.00043773316,0.00036809503,0.0004473737,0.00042755133,0.0003079917,0.00026304286,0.0041392636],"category_scores_gemma":[0.00028362582,0.0001992494,0.00022874253,0.00041151588,0.00021941673,0.00031875444,0.00034905603,0.0003232737,0.00066726585],"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":[0.0008391767,0.000021391708,0.00042039523,0.00023739955,0.000022048498,0.00011359562,0.00011912203,0.00030353616,0.9942556,0.00055591145,0.000328101,0.0027837844],"study_design_scores_gemma":[0.000022096077,0.00010329488,0.0011895593,0.000005326231,0.000010591445,0.000053062482,0.00005716204,0.00078416365,0.99552923,0.000040265648,0.002199599,0.0000056473054],"about_ca_topic_score_codex":0.0014432061,"about_ca_topic_score_gemma":0.0031720328,"teacher_disagreement_score":0.0041392636,"about_ca_system_score_codex":0.00039093167,"about_ca_system_score_gemma":0.0003629565,"threshold_uncertainty_score":0.013847232},"labels":[],"label_agreement":null},{"id":"W1979259936","doi":"10.1016/j.actamat.2015.02.004","title":"Temperature dependent lattice misfit and coherency of Al3X (X = Sc, Zr, Ti and Nb) particles in an Al matrix","year":2015,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":113,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Materials science; Alloy; Lattice (music); Condensed matter physics; Coherence length; Lattice constant; Thermodynamics; Crystallography; Composite material; Diffraction; Superconductivity; Optics","score_opus":0.016892690724372484,"score_gpt":0.24084781491325197,"score_spread":0.22395512418887947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979259936","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":[0.9990933,0.000068098125,0.00027548778,0.000012651303,0.000003899829,0.0000014076885,0.000047571037,0.000013096079,0.00048452424],"genre_scores_gemma":[0.99958533,0.000014798242,0.00008036329,0.000002129944,9.674877e-7,8.804859e-7,0.000031885924,0.000003539915,0.0002801161],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999503,0.000004353849,0.000002271802,0.0000123740165,0.00002054003,0.0000102449085],"domain_scores_gemma":[0.99978584,0.000055347733,0.000051193023,0.000012009669,0.000068451525,0.000027098922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000111479785,0.000099451674,0.00009497963,0.00022826019,0.00025314552,0.00032612192,0.00021777436,0.00014769207,0.001454139],"category_scores_gemma":[0.00024207884,0.00014030233,0.00008298366,0.00017952335,0.0003090361,0.0001639483,0.00009113594,0.00017303589,0.00014238039],"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":[0.00076461124,0.00005457011,0.00763286,0.00005375688,0.000031909152,0.00025449987,0.00018037502,0.0077385367,0.97969794,0.0009477829,0.0002486933,0.0023944457],"study_design_scores_gemma":[0.00004430411,0.00036234196,0.075075984,0.000009194862,0.00004891122,0.00015448162,0.00042710584,0.10030996,0.8223627,0.00033738895,0.0008247073,0.000042808002],"about_ca_topic_score_codex":0.0052559464,"about_ca_topic_score_gemma":0.005777619,"teacher_disagreement_score":0.0052559464,"about_ca_system_score_codex":0.0002814791,"about_ca_system_score_gemma":0.00017651929,"threshold_uncertainty_score":0.010450661},"labels":[],"label_agreement":null},{"id":"W1981727741","doi":"10.1016/j.actamat.2009.10.025","title":"Simulation of slip band evolution in duplex Ti–6Al–4V","year":2009,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":73,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Materials science; Lüders band; Slip (aerodynamics); Microstructure; Plasticity; Composite material; Scanning electron microscope; Critical resolved shear stress; Crystallography; Thermodynamics; Rheology","score_opus":0.01562370597587943,"score_gpt":0.25423442950521424,"score_spread":0.23861072352933482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981727741","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":[0.9888204,0.00006680663,0.0021093974,0.00015660313,0.000038868675,0.00001166662,0.00020942828,0.000106655025,0.008480208],"genre_scores_gemma":[0.99792236,0.000020049785,0.0007811014,0.000018095427,0.000003192349,0.0000091312995,0.000093649156,0.000019881276,0.0011325072],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999262,0.00000953537,0.0000020227262,0.0000105593135,0.000019636227,0.000031955165],"domain_scores_gemma":[0.99964046,0.00018044356,0.000033822922,0.000028558703,0.00006051202,0.00005615158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014649204,0.00028205744,0.00043579962,0.0004418921,0.00060261134,0.0005492676,0.0009687066,0.0012749534,0.0058573587],"category_scores_gemma":[0.00076207996,0.00038182954,0.00036422946,0.00043872508,0.00058080896,0.00036722334,0.00030105776,0.00045616415,0.00024138672],"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":[0.00019814802,0.000121147525,0.0024927845,0.000058719146,0.000030917978,0.00022231054,0.00008293103,0.9859094,0.0052888812,0.0029054105,0.00062691246,0.0020624856],"study_design_scores_gemma":[0.00001989072,0.00003587223,0.00073004107,0.0000032859352,0.0000046729065,0.000011794316,0.000034470235,0.9976891,0.00096846296,0.00026978017,0.00022758187,0.0000050242666],"about_ca_topic_score_codex":0.016968343,"about_ca_topic_score_gemma":0.01208853,"teacher_disagreement_score":0.016968343,"about_ca_system_score_codex":0.0011835943,"about_ca_system_score_gemma":0.00081662176,"threshold_uncertainty_score":0.03373915},"labels":[],"label_agreement":null},{"id":"W1984007738","doi":"10.1016/j.actamat.2010.12.005","title":"The role of strain accommodation during the variant selection of primary twins in magnesium","year":2010,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":338,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; General Motors of Canada; Alexander von Humboldt-Stiftung","keywords":"Crystal twinning; Materials science; Electron backscatter diffraction; Shear (geology); Crystallography; Anisotropy; Condensed matter physics; Magnesium; Metallurgy; Microstructure; Composite material; Optics; Chemistry; Physics","score_opus":0.006422279186839602,"score_gpt":0.20514566119428634,"score_spread":0.19872338200744674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984007738","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":[0.99313194,0.0002017813,0.0037863124,0.000085403,0.000050973074,0.000007116621,0.000021516009,0.000036646874,0.0026783799],"genre_scores_gemma":[0.998689,0.000050355724,0.0005090134,0.000015193218,0.0000062509007,0.000003030228,0.00001784941,0.000024399555,0.0006849645],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998306,0.000029626044,0.000011086038,0.00003126312,0.000040889983,0.00005655451],"domain_scores_gemma":[0.9996113,0.00011312505,0.000063362575,0.00007925611,0.000058085796,0.00007487998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003701146,0.00019844477,0.00030511408,0.00028057507,0.00079205737,0.00061752484,0.0006463961,0.00043228088,0.0022035397],"category_scores_gemma":[0.0012665639,0.0002585558,0.00020311918,0.00020036526,0.0005703334,0.00051098753,0.0006082072,0.0004543469,0.0003490251],"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":[0.0011208967,0.00009397737,0.014673053,0.00013752302,0.0000460014,0.0026416206,0.0008792391,0.0056688823,0.8824722,0.056530967,0.00068043196,0.03505527],"study_design_scores_gemma":[0.00014696056,0.001243309,0.05459677,0.00004167967,0.00016883179,0.0062631248,0.0018964761,0.060284235,0.8280918,0.037604135,0.009457717,0.00020504478],"about_ca_topic_score_codex":0.0005604954,"about_ca_topic_score_gemma":0.0008854981,"teacher_disagreement_score":0.0022035397,"about_ca_system_score_codex":0.0002476247,"about_ca_system_score_gemma":0.00036670823,"threshold_uncertainty_score":0.0073716044},"labels":[],"label_agreement":null},{"id":"W1988103244","doi":"10.1016/j.actamat.2006.05.015","title":"Atomized droplet solidification as an equiaxed growth model","year":2006,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Equiaxed crystals; Recalescence; Materials science; Diffusion; Metallurgy; Casting; Microprobe; Thermodynamics; Mechanics; Alloy; Eutectic system; Mineralogy","score_opus":0.017181216946934613,"score_gpt":0.25796059064908594,"score_spread":0.24077937370215133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988103244","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":[0.24003682,0.0024444617,0.6421949,0.0015771324,0.00044823144,0.00031398574,0.0012958368,0.00048704437,0.11120149],"genre_scores_gemma":[0.90433913,0.0014940454,0.053289793,0.00018862644,0.00011744428,0.00032009176,0.00047524562,0.00030919586,0.039466504],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985754,0.000024917033,0.000007255767,0.000031109426,0.00005952592,0.000019655132],"domain_scores_gemma":[0.9998267,0.000064824606,0.000024219558,0.000029590465,0.00003662115,0.000018105096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023371741,0.00061872223,0.00097371725,0.000558361,0.0005126618,0.00099433,0.0016335555,0.0020457094,0.0045258272],"category_scores_gemma":[0.0005459855,0.0005170654,0.0009440459,0.00056556374,0.0008894086,0.0019416801,0.0008541494,0.0008952334,0.0007063151],"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":[0.00006110277,0.000071134935,0.0002186101,0.0001052214,0.000023406104,0.00019513944,0.000073486364,0.5354371,0.020955866,0.43767354,0.0010885078,0.0040969155],"study_design_scores_gemma":[0.000020769938,0.000008809881,0.000044007087,0.0000021960504,0.0000037567036,0.000017361861,0.0000052847718,0.98316747,0.0012440844,0.01458091,0.00089879567,0.0000066368884],"about_ca_topic_score_codex":0.0040388675,"about_ca_topic_score_gemma":0.0024966197,"teacher_disagreement_score":0.0045258272,"about_ca_system_score_codex":0.001220586,"about_ca_system_score_gemma":0.0006961842,"threshold_uncertainty_score":0.015140474},"labels":[],"label_agreement":null},{"id":"W1988736379","doi":"10.1016/j.actamat.2005.02.041","title":"Interphase and intergranular stress generation in composites exhibiting plasticity in both phases","year":2005,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Materials science; Interphase; Neutron diffraction; Composite material; Plasticity; Intergranular corrosion; Stress (linguistics); Phase (matter); Deformation (meteorology); Crystallography; Microstructure; Crystal structure","score_opus":0.012211813347864442,"score_gpt":0.21428400269506817,"score_spread":0.20207218934720372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988736379","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":[0.9952856,0.00017473583,0.0025033692,0.000025288171,0.000010188815,0.000005542226,0.00002995459,0.00006498458,0.0019003544],"genre_scores_gemma":[0.99887294,0.000025452277,0.0003664172,0.0000039148567,0.0000029102096,0.00000438077,0.000024095363,0.000011406064,0.0006885238],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999398,0.000006092456,0.0000023272228,0.000015102158,0.000019796811,0.00001687456],"domain_scores_gemma":[0.99979645,0.000055815206,0.000049104125,0.00002789064,0.00003600382,0.000034763372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000100376994,0.00016053693,0.00013322856,0.00040237667,0.0003534536,0.00039870746,0.0002883743,0.0002891333,0.002044344],"category_scores_gemma":[0.0002494881,0.00029095175,0.00012254843,0.00017954373,0.0005180945,0.00039547525,0.00020208377,0.00037694265,0.00023282751],"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":[0.0003826311,0.00006346194,0.0012928334,0.00003361755,0.0000054580587,0.00021591129,0.0001664506,0.0020395075,0.98767173,0.0035689094,0.00012434373,0.0044352384],"study_design_scores_gemma":[0.000052276395,0.00025259177,0.023006355,0.000005900954,0.0000151494205,0.0003817861,0.00030593234,0.03205683,0.9406622,0.002454259,0.0007858225,0.000021029036],"about_ca_topic_score_codex":0.0002938434,"about_ca_topic_score_gemma":0.00077169173,"teacher_disagreement_score":0.002044344,"about_ca_system_score_codex":0.00013816671,"about_ca_system_score_gemma":0.0001533119,"threshold_uncertainty_score":0.006839037},"labels":[],"label_agreement":null},{"id":"W1990474384","doi":"10.1016/j.actamat.2006.11.004","title":"Load partitioning between ferrite and cementite during elasto-plastic deformation of an ultrahigh-carbon steel","year":2007,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":150,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"National Institute of Standards and Technology","keywords":"Cementite; Materials science; Ferrite (magnet); Composite material; Carbon steel; Synchrotron; Ultimate tensile strength; Diffraction; Lattice (music); Plasticity; Metallurgy; Austenite; Microstructure; Optics","score_opus":0.007852862294208082,"score_gpt":0.19909209189560703,"score_spread":0.19123922960139894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990474384","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":[0.9983809,0.00008859346,0.0003079126,0.000023592847,0.000005110507,0.000006043453,0.0000685827,0.00001709475,0.0011022507],"genre_scores_gemma":[0.9993728,0.000014998804,0.00006081454,0.000007591432,0.0000014840648,0.0000024861397,0.00004792308,0.0000084857675,0.00048348051],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998429,0.000014604946,0.000005268798,0.000028467266,0.000049409355,0.000059347625],"domain_scores_gemma":[0.999765,0.00009577489,0.000032956355,0.000021425976,0.000046290657,0.000038610367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015513421,0.0001923331,0.0003092755,0.0003740339,0.00081595394,0.0004424287,0.00042993246,0.0003144041,0.0033979316],"category_scores_gemma":[0.00045895862,0.00024821234,0.00014096842,0.0003593671,0.00079649454,0.00047038498,0.00020756046,0.00032598857,0.0002376312],"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":[0.0017591573,0.0001402069,0.0025013972,0.00007910525,0.000021447586,0.0004863523,0.0003536468,0.006230477,0.9828168,0.00042479043,0.00027375654,0.004912851],"study_design_scores_gemma":[0.00007646531,0.00061261974,0.076106355,0.000014540549,0.000025337918,0.0002673729,0.00074929214,0.04562778,0.8748101,0.00037471845,0.0012891331,0.00004632807],"about_ca_topic_score_codex":0.0047303736,"about_ca_topic_score_gemma":0.0062798243,"teacher_disagreement_score":0.0047303736,"about_ca_system_score_codex":0.0007515802,"about_ca_system_score_gemma":0.00035211083,"threshold_uncertainty_score":0.011367261},"labels":[],"label_agreement":null},{"id":"W1991249935","doi":"10.1016/j.actamat.2009.10.064","title":"Mapping of crack tip strains and twinned zone in a hexagonal close packed zirconium alloy","year":2009,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Materials science; Crystal twinning; Crystallite; Alloy; Tension (geology); Zirconium; Synchrotron; Diffraction; Close-packing of equal spheres; Residual stress; Dislocation; Plasticity; Composite material; Crystallography; Metallurgy; Compression (physics); Microstructure; Optics","score_opus":0.017529521724067867,"score_gpt":0.2390819335753796,"score_spread":0.22155241185131175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991249935","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":[0.9982305,0.00014756898,0.0011156942,0.000010661426,0.000004083274,0.0000040237696,0.00006142744,0.000034283094,0.00039180202],"genre_scores_gemma":[0.998137,0.00004157236,0.0014875812,0.000003332009,0.000002087436,0.0000022190102,0.00005730544,0.0000063925327,0.00026236204],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99991226,0.000005968826,0.0000030874007,0.000026700645,0.00003784767,0.000014088136],"domain_scores_gemma":[0.9996996,0.00006256687,0.00006310319,0.00004737221,0.00009072112,0.000036588674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008652283,0.00012594565,0.00026525356,0.0006795893,0.00028402547,0.00032949995,0.0003914211,0.00037070044,0.00096436706],"category_scores_gemma":[0.00028799928,0.00021218497,0.000103849954,0.00032550067,0.00031719837,0.0002235907,0.00018738603,0.00019914932,0.00011608926],"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":[0.0004235515,0.000038711976,0.0056093377,0.000046720546,0.000012516338,0.00018341863,0.00010624581,0.00076299754,0.9884697,0.00025784894,0.00005847893,0.0040305485],"study_design_scores_gemma":[0.000082901526,0.00065636536,0.22519168,0.00001725979,0.000054845535,0.0011966903,0.00037899727,0.037896026,0.732762,0.00029089922,0.0014406422,0.00003162595],"about_ca_topic_score_codex":0.0021407695,"about_ca_topic_score_gemma":0.003455334,"teacher_disagreement_score":0.0021407695,"about_ca_system_score_codex":0.00028249237,"about_ca_system_score_gemma":0.00019026724,"threshold_uncertainty_score":0.004256606},"labels":[],"label_agreement":null},{"id":"W1993588675","doi":"10.1016/j.actamat.2010.07.019","title":"Scaling of coupled heat transfer and plastic deformation around the pin in friction stir welding","year":2010,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":68,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Friction stir welding; Materials science; Heat transfer; Welding; Mechanics; Scaling; Shear (geology); Simple shear; Shear stress; Composite material; Metallurgy; Geometry","score_opus":0.006767279982332324,"score_gpt":0.21529615713999273,"score_spread":0.2085288771576604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993588675","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":[0.96164864,0.0007724317,0.025148837,0.00011498651,0.00004450552,0.000044587854,0.00004735912,0.0003435221,0.011835209],"genre_scores_gemma":[0.99893373,0.00004869704,0.00046228422,0.0000040307923,0.00000530242,0.0000041228786,0.000009112041,0.000019880465,0.0005127352],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997787,0.00003474147,0.000007046738,0.00005029197,0.00009378356,0.000035417295],"domain_scores_gemma":[0.9994943,0.00021632828,0.00006715081,0.00007129342,0.00009785874,0.000052997602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024542984,0.00035612783,0.00048826652,0.00057798845,0.00033381648,0.0009379949,0.00046427586,0.00044564786,0.0020859584],"category_scores_gemma":[0.0015844022,0.000321895,0.00036148267,0.00031995066,0.0008605739,0.0007538383,0.00047746525,0.000422409,0.00032559846],"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":[0.0016505299,0.00048739277,0.008638119,0.00029715957,0.000108580156,0.00062106736,0.0006474164,0.3064288,0.61526096,0.0209669,0.00068436,0.044208743],"study_design_scores_gemma":[0.00006134813,0.00060719426,0.034501173,0.000019399591,0.00004859298,0.00016772903,0.0002689525,0.82770693,0.13020045,0.004835604,0.0014960294,0.00008660133],"about_ca_topic_score_codex":0.0012317654,"about_ca_topic_score_gemma":0.00064744364,"teacher_disagreement_score":0.0020859584,"about_ca_system_score_codex":0.00058448967,"about_ca_system_score_gemma":0.00027291203,"threshold_uncertainty_score":0.006978214},"labels":[],"label_agreement":null},{"id":"W1994146509","doi":"10.1016/j.actamat.2012.07.051","title":"Effects of foam shape and porosity aspect ratio on the electromechanical properties of 3-3 piezoelectric foams","year":2012,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Porosity; Aspect ratio (aeronautics); Piezoelectricity; Metal foam","score_opus":0.015284732356652389,"score_gpt":0.206496590510696,"score_spread":0.1912118581540436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994146509","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":[0.9992791,0.00009010255,0.00036483703,0.000008626155,0.0000043396094,0.0000012546788,0.000018040095,0.000010766542,0.00022294109],"genre_scores_gemma":[0.99972683,0.000035106757,0.00013994107,0.000003922454,0.000001577467,0.0000010740885,0.000014602943,0.000006440095,0.00007039834],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99979764,0.000036524765,0.000015807147,0.000025435103,0.00005984497,0.00006473098],"domain_scores_gemma":[0.99829143,0.0010857896,0.0002720436,0.000083389365,0.00015461793,0.00011269438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029814374,0.00024596913,0.00024241004,0.0002870924,0.00018759679,0.00031668015,0.00020931571,0.0003671185,0.0016584637],"category_scores_gemma":[0.0019490978,0.00029456115,0.0002479148,0.00024232293,0.00040729032,0.00035979546,0.00022943428,0.00027752726,0.00019453786],"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":[0.0017311068,0.00010102855,0.0034979023,0.00008215224,0.000023815546,0.00036499347,0.00016491459,0.0044832816,0.98184884,0.00015784643,0.00006518378,0.007479041],"study_design_scores_gemma":[0.00005207176,0.0010349107,0.016110148,0.000012224874,0.00006118246,0.00034129602,0.00015915687,0.012681478,0.969012,0.00014981665,0.00035015997,0.00003544746],"about_ca_topic_score_codex":0.0003203902,"about_ca_topic_score_gemma":0.00048568952,"teacher_disagreement_score":0.0016584637,"about_ca_system_score_codex":0.00010136696,"about_ca_system_score_gemma":0.00012122416,"threshold_uncertainty_score":0.0055481195},"labels":[],"label_agreement":null},{"id":"W1994933066","doi":"10.1016/j.actamat.2012.01.016","title":"Internal strain and texture development during twinning: Comparing neutron diffraction measurements with crystal plasticity finite-element approaches","year":2012,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":83,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Materials science; Crystal twinning; Neutron diffraction; Plasticity; Zirconium; Crystal plasticity; Diffraction; Finite element method; Texture (cosmology); Crystallography; Stress relaxation; Dislocation; Condensed matter physics; Metallurgy; Crystal structure; Composite material; Thermodynamics; Creep; Optics; Microstructure; Physics; Computer science","score_opus":0.07581086264140131,"score_gpt":0.23749708326344995,"score_spread":0.16168622062204863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994933066","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":[0.9823523,0.00030372283,0.014806617,0.000038489423,0.000020042955,0.000021767937,0.00019695453,0.00008554878,0.0021745667],"genre_scores_gemma":[0.9961469,0.00014171973,0.003063607,0.0000052327373,0.0000022268696,0.0000069052376,0.0001508298,0.000028778055,0.00045369344],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998073,0.000021867962,0.000014046867,0.000028935192,0.00010438253,0.000023467252],"domain_scores_gemma":[0.9990283,0.000377251,0.00013487438,0.00011055154,0.0003071576,0.00004184171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004892614,0.00022550211,0.0004207631,0.00050659344,0.00034368315,0.00047598995,0.0004340128,0.0004202514,0.0008741645],"category_scores_gemma":[0.0016836148,0.00033105444,0.00024060227,0.0007479852,0.00049370166,0.00065555476,0.00026076162,0.0004482325,0.00016102445],"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":[0.0015589566,0.00019017016,0.03277249,0.00028715,0.000037248512,0.00020261508,0.0008133345,0.012821793,0.9235263,0.0013498293,0.00021697204,0.02622326],"study_design_scores_gemma":[0.000042933538,0.00027761553,0.09876654,0.000030985622,0.00006389371,0.0004527726,0.0005568351,0.121157065,0.77661395,0.00034826764,0.0016353844,0.000053676187],"about_ca_topic_score_codex":0.005503689,"about_ca_topic_score_gemma":0.01009679,"teacher_disagreement_score":0.005503689,"about_ca_system_score_codex":0.0004268228,"about_ca_system_score_gemma":0.00039321874,"threshold_uncertainty_score":0.010943294},"labels":[],"label_agreement":null},{"id":"W1995812687","doi":"10.1016/j.actamat.2003.12.015","title":"Engineering of elastic domain structures in a constrained layer","year":2004,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Ferroelectric and Piezoelectric Materials","field":"Materials Science","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Materials science; Domain (mathematical analysis); Tetragonal crystal system; Ferroelectricity; Condensed matter physics; Stress field; Heterojunction; Phase (matter); Mathematical analysis; Physics; Optoelectronics; Mathematics; Thermodynamics","score_opus":0.009819780760481546,"score_gpt":0.22467274493762313,"score_spread":0.2148529641771416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995812687","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":[0.8950749,0.00026570313,0.07569016,0.0004065046,0.00011588939,0.000033532797,0.00010476436,0.00016568866,0.02814283],"genre_scores_gemma":[0.9702669,0.00016499488,0.023484632,0.000056590405,0.000009251566,0.000029740562,0.000049314145,0.000049238104,0.00588928],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99995255,0.000005163841,0.000002001766,0.000009861442,0.000016018641,0.000014449668],"domain_scores_gemma":[0.9998951,0.000022755485,0.000024127497,0.000018234357,0.00001062059,0.000029183753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008785944,0.00024829188,0.00024183223,0.00024877646,0.00040226104,0.00085716654,0.00047538208,0.00045315851,0.0025960365],"category_scores_gemma":[0.00026665677,0.00035930495,0.00014740365,0.00018127734,0.00043278182,0.00045893414,0.0009190728,0.0003440982,0.0003430206],"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":[0.00022499269,0.00018403691,0.0012180494,0.00019094863,0.000056417346,0.00068923435,0.00016700213,0.15670994,0.64799017,0.1780256,0.0016570187,0.012886624],"study_design_scores_gemma":[0.000101727936,0.00021286609,0.0018010611,0.000044670334,0.000027763834,0.00037188374,0.00018684115,0.86338603,0.095564306,0.02981075,0.008426107,0.000065959124],"about_ca_topic_score_codex":0.00057338976,"about_ca_topic_score_gemma":0.001486878,"teacher_disagreement_score":0.0025960365,"about_ca_system_score_codex":0.00032982303,"about_ca_system_score_gemma":0.0003135704,"threshold_uncertainty_score":0.008684635},"labels":[],"label_agreement":null},{"id":"W1996016885","doi":"10.1016/j.actamat.2014.03.038","title":"Deformation behavior of solid-solution-strengthened Mg–9 wt.% Al alloy: In situ neutron diffraction and elastic–viscoplastic self-consistent modeling","year":2014,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":62,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Atomic Energy (Canada); Canadian Nuclear Laboratories; McMaster University","funders":"Oak Ridge National Laboratory; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Neutron diffraction; Viscoplasticity; Slip (aerodynamics); Crystal twinning; Composite material; Crystallography; Plasticity; Diffraction; Crystal structure; Microstructure; Thermodynamics; Constitutive equation; Optics; Finite element method; Chemistry","score_opus":0.014237752501391704,"score_gpt":0.24040728693099403,"score_spread":0.22616953442960233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996016885","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":[0.9924638,0.00015916798,0.0039209635,0.000073741045,0.000013631606,0.000008140734,0.00026467716,0.000065910375,0.003029958],"genre_scores_gemma":[0.99851066,0.000041735802,0.0006899841,0.000006191091,0.0000013195191,0.0000026051612,0.000090402966,0.0000068606887,0.0006502192],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99994314,0.000007315749,0.000004418599,0.00001423379,0.000022310871,0.00000859471],"domain_scores_gemma":[0.9999318,0.000017752003,0.000014083669,0.000010051131,0.000021070333,0.000005270352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013990837,0.00026804575,0.0002650273,0.00021657565,0.00022731695,0.00024195494,0.0004740411,0.00054547074,0.0010784505],"category_scores_gemma":[0.00022513219,0.00023211405,0.00029052014,0.00021910483,0.00028915674,0.0002933446,0.00011712757,0.00016085565,0.00014972928],"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":[0.00075985753,0.00015259044,0.009525006,0.00017101516,0.000038411843,0.0004664114,0.00017253273,0.5246709,0.45038185,0.00209559,0.0006257748,0.010940106],"study_design_scores_gemma":[0.000015975338,0.000077092904,0.0069053564,0.0000060696875,0.000011748433,0.00005260093,0.000050318926,0.93316436,0.05903073,0.00021745976,0.00045379208,0.000014525417],"about_ca_topic_score_codex":0.006902034,"about_ca_topic_score_gemma":0.0068786875,"teacher_disagreement_score":0.006902034,"about_ca_system_score_codex":0.00046115834,"about_ca_system_score_gemma":0.00025963705,"threshold_uncertainty_score":0.013723731},"labels":[],"label_agreement":null},{"id":"W1996239015","doi":"10.1016/j.actamat.2015.02.007","title":"Characterization of dendrite morphologies in rapidly solidified Al–4.5 wt.%Cu droplets","year":2015,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Agence Nationale de la Recherche; University of Alberta","keywords":"Materials science; Dendrite (mathematics); Electron backscatter diffraction; Synchrotron; Microstructure; Characterization (materials science); Alloy; Scanning electron microscope; Crystallography; Diffraction; Composite material; Nanotechnology; Optics; Geometry","score_opus":0.041970048906850216,"score_gpt":0.2695768591530424,"score_spread":0.2276068102461922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996239015","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":[0.99398166,0.00018805033,0.0024353361,0.000023705692,0.0000131196975,0.000016364891,0.00036009532,0.00010822059,0.0028732705],"genre_scores_gemma":[0.99683374,0.00008587032,0.0012595583,0.000006899174,0.0000021951378,0.000012454569,0.0001684858,0.000033740504,0.0015972024],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999292,0.0000035977139,0.0000045806964,0.0000191334,0.000026666437,0.00001689786],"domain_scores_gemma":[0.9998555,0.000035570247,0.000030494648,0.000015295567,0.00004678065,0.000016357968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007777486,0.00012232544,0.00011450893,0.0002928176,0.00019706509,0.00032109226,0.0001761734,0.00018534111,0.002077636],"category_scores_gemma":[0.0001844269,0.00010998769,0.0000982267,0.00022613598,0.0001408005,0.00020747697,0.0001138183,0.0002736027,0.000279187],"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":[0.000029413826,0.000003421071,0.00015491286,0.000010166067,9.279983e-7,0.000036228343,0.000024901394,0.00005173549,0.998904,0.000049764683,0.00002699499,0.0007075029],"study_design_scores_gemma":[0.0000031565996,0.000026401016,0.0031089494,0.0000018425984,0.000002244022,0.000035793513,0.000032817705,0.000932494,0.9952644,0.000016124986,0.0005730314,0.0000027076283],"about_ca_topic_score_codex":0.0012704434,"about_ca_topic_score_gemma":0.002176195,"teacher_disagreement_score":0.002077636,"about_ca_system_score_codex":0.0003173036,"about_ca_system_score_gemma":0.0001172676,"threshold_uncertainty_score":0.0069503784},"labels":[],"label_agreement":null},{"id":"W1996320211","doi":"10.1016/j.actamat.2006.05.040","title":"Fine-scale microstructural investigations of warm rolled low-carbon steels with and without Cr, P, and B additions","year":2006,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Advanced Materials Characterization Techniques","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Atom probe; Carbide; Transmission electron microscopy; Metallurgy; Ferrite (magnet); Carbon fibers; Carbon steel; Crystallography; Microstructure; Corrosion; Composite material; Composite number; Nanotechnology","score_opus":0.0039306709049800916,"score_gpt":0.1881513396959398,"score_spread":0.18422066879095972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996320211","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":[0.9966708,0.00024293734,0.0011027136,0.000018327584,0.000012433842,0.000015900669,0.00032838152,0.00007896707,0.0015295726],"genre_scores_gemma":[0.9980288,0.000051039206,0.0006040674,0.000011001094,0.0000039821252,0.000007468301,0.00024472314,0.0000129913415,0.001036008],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99981385,0.00001047854,0.000010256609,0.000040427418,0.000086262844,0.000038695198],"domain_scores_gemma":[0.99958163,0.0000797646,0.0000619871,0.000044534772,0.00019028077,0.000041757783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020038607,0.00022354742,0.0002845497,0.00053336204,0.00056311314,0.00025896163,0.0003060837,0.0005442566,0.0019667195],"category_scores_gemma":[0.0003759002,0.0002264646,0.00026336435,0.00031934422,0.0004730287,0.00027856347,0.0001584752,0.00038997602,0.00025099432],"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":[0.00018289637,0.000011155516,0.00039676868,0.000026606838,0.0000055511423,0.000046068915,0.000039016053,0.00022998833,0.9981883,0.000041314466,0.000052395044,0.00077978283],"study_design_scores_gemma":[0.000021600526,0.00047608753,0.05846085,0.0000056541053,0.00002464459,0.00017514915,0.00012752535,0.0018919602,0.93773144,0.0000536965,0.001017608,0.000013767918],"about_ca_topic_score_codex":0.004387241,"about_ca_topic_score_gemma":0.009001186,"teacher_disagreement_score":0.004387241,"about_ca_system_score_codex":0.0003336994,"about_ca_system_score_gemma":0.00018760949,"threshold_uncertainty_score":0.008723378},"labels":[],"label_agreement":null},{"id":"W1997726286","doi":"10.1016/j.actamat.2010.01.055","title":"Analysis of deformation twins and the partially dehydrogenated microstructure in nanocrystalline magnesium hydride (MgH2) powder","year":2010,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Hydrogen Storage and Materials","field":"Materials Science","cited_by":73,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Magnesium hydride; Microstructure; Crystal twinning; Magnesium; Hydride; Nucleation; Nanocrystalline material; Hydrogen storage; Titanium hydride; Chemical engineering; Dehydrogenation; Metallurgy; Crystallography; Metal; Thermodynamics; Nanotechnology; Titanium; Chemistry","score_opus":0.005224441774430528,"score_gpt":0.22232962187694524,"score_spread":0.21710518010251473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997726286","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":[0.998919,0.00011811069,0.00040254623,0.0000115117755,0.0000026520497,0.0000028340496,0.000102925864,0.000008188833,0.00043221292],"genre_scores_gemma":[0.99941134,0.000027745553,0.00022252895,0.0000026277717,0.0000014283023,0.0000018587652,0.00009090833,0.0000031249874,0.00023837764],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999404,0.0000038435473,0.0000034415307,0.000015791431,0.000026735386,0.000009789312],"domain_scores_gemma":[0.9998971,0.000021869926,0.000024443405,0.000010942218,0.0000342697,0.000011347222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000068491216,0.00007028731,0.00012797596,0.0003478825,0.00020369579,0.00015743371,0.00016850761,0.0001567982,0.0008682676],"category_scores_gemma":[0.00015820192,0.000113029084,0.00010288371,0.0002699899,0.00023533522,0.0001482436,0.00009527254,0.00013251333,0.00006322154],"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":[0.00026940528,0.00001012985,0.0049124104,0.00003054537,0.0000099507415,0.00014291109,0.000049472383,0.00024388717,0.99231154,0.00020901379,0.000050078223,0.0017606787],"study_design_scores_gemma":[0.00002038933,0.00014925144,0.16075593,0.000004750765,0.00002873728,0.00044567598,0.00018546144,0.008420399,0.82907283,0.00013008808,0.00077669474,0.00000983491],"about_ca_topic_score_codex":0.0021229712,"about_ca_topic_score_gemma":0.0027654725,"teacher_disagreement_score":0.0021229712,"about_ca_system_score_codex":0.00021047187,"about_ca_system_score_gemma":0.00012479811,"threshold_uncertainty_score":0.0042212605},"labels":[],"label_agreement":null},{"id":"W1997788913","doi":"10.1016/j.actamat.2013.08.050","title":"Non-equilibrium solute partitioning in a laser re-melted Al–Li–Cu alloy","year":2013,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Materials science; Alloy; Laser; Diffraction; Thermodynamics; Thermodynamic equilibrium; Lattice (music); Lattice constant; Analytical Chemistry (journal); Metallurgy; Optics","score_opus":0.008610336948755709,"score_gpt":0.1978977368788444,"score_spread":0.1892873999300887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997788913","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":[0.99820375,0.00015956968,0.0006372967,0.00006591635,0.000014518977,0.000005838319,0.00005764908,0.000050470844,0.0008050437],"genre_scores_gemma":[0.99862385,0.000050561855,0.0003779155,0.000011869194,0.000004518372,0.000004733854,0.00003997762,0.000020563335,0.00086609606],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987864,0.00000935656,0.0000049678483,0.000036850746,0.000041977328,0.000028157823],"domain_scores_gemma":[0.9998658,0.00004609013,0.000022994122,0.000013385185,0.000039570143,0.000012187141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017761537,0.00016342248,0.0004488467,0.0002541901,0.00097436964,0.0005782824,0.0004107123,0.00040347077,0.0017414737],"category_scores_gemma":[0.00035899304,0.00020678887,0.00020730788,0.00021607755,0.00053364376,0.0005923488,0.00029246634,0.00038784754,0.00025102566],"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":[0.0008154915,0.000079577105,0.0015359464,0.000104230014,0.000021650525,0.00039617752,0.00020839037,0.0060504735,0.98605496,0.0007001768,0.0003234142,0.0037095326],"study_design_scores_gemma":[0.000051699157,0.00027855436,0.005525877,0.000008509726,0.000020539728,0.000108885964,0.0002490761,0.06329945,0.9285487,0.0002054687,0.0016783796,0.000024905508],"about_ca_topic_score_codex":0.010995547,"about_ca_topic_score_gemma":0.010359954,"teacher_disagreement_score":0.010995547,"about_ca_system_score_codex":0.0012162188,"about_ca_system_score_gemma":0.00058921723,"threshold_uncertainty_score":0.021863043},"labels":[],"label_agreement":null},{"id":"W2001214547","doi":"10.1016/s1359-6454(99)00453-x","title":"Evidence for stable stoichiometric Ti2C at the interface in TiC particulate reinforced Ti alloy composites","year":2000,"lang":"en","type":"article","venue":"Acta Materialia","topic":"MXene and MAX Phase Materials","field":"Materials Science","cited_by":79,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Alloy; Composite material; Stoichiometry; Scanning electron microscope; Microstructure; Diffusion; Physical chemistry; Thermodynamics","score_opus":0.06280057056388778,"score_gpt":0.32904070473163693,"score_spread":0.26624013416774917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001214547","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":[0.9938497,0.00025593868,0.0014393022,0.00003567225,0.000017252538,0.0000069764546,0.00009963577,0.00007794768,0.0042176233],"genre_scores_gemma":[0.9990214,0.000039814302,0.00026176014,0.00000767144,0.0000019976908,0.0000035563205,0.00009174478,0.000013204767,0.00055887375],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99984694,0.0000057330326,0.0000064963274,0.000033792956,0.00007291807,0.000034063232],"domain_scores_gemma":[0.9997521,0.00004221726,0.000060054,0.000037349946,0.00008125724,0.000026948634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012973309,0.00016057996,0.00015300172,0.00045789583,0.00050435326,0.0006004142,0.0004434431,0.00050956215,0.0029240462],"category_scores_gemma":[0.00040386213,0.00026848796,0.000093422575,0.00030623112,0.00045417086,0.00024195263,0.00022956339,0.00038864033,0.0003211428],"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":[0.00020600304,0.000014384436,0.0013128066,0.000029152789,0.0000051199513,0.0000967231,0.000044169396,0.0001315798,0.99664956,0.00058567256,0.00007582209,0.00084892794],"study_design_scores_gemma":[0.000007781666,0.000039766535,0.006970989,0.0000018708604,0.000009923039,0.00013085558,0.00007636321,0.0009829502,0.9910279,0.00009903342,0.0006493965,0.0000031157],"about_ca_topic_score_codex":0.0032804066,"about_ca_topic_score_gemma":0.0037846107,"teacher_disagreement_score":0.0032804066,"about_ca_system_score_codex":0.0004346794,"about_ca_system_score_gemma":0.00030173792,"threshold_uncertainty_score":0.009781957},"labels":[],"label_agreement":null},{"id":"W2003187360","doi":"10.1016/j.actamat.2014.07.018","title":"In situ quantification of the nucleation and growth of Fe-rich intermetallics during Al alloy solidification","year":2014,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":154,"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, Okanagan Campus; University of British Columbia","funders":"Engineering and Physical Sciences Research Council; Competence Centre for Materials Science and Technology; Ford Motor Company","keywords":"Intermetallic; Nucleation; Materials science; Alloy; Eutectic system; Supercooling; Metallurgy; Aluminium; Synchrotron; Aluminium alloy; Thermodynamics","score_opus":0.00817582540845646,"score_gpt":0.1990514957754158,"score_spread":0.19087567036695935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003187360","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":[0.99214727,0.0003228899,0.00582345,0.00001655175,0.000007888039,0.000016825332,0.00029185278,0.00010565007,0.0012675258],"genre_scores_gemma":[0.99352694,0.00021975629,0.004878944,0.000009720664,0.0000055566984,0.000020423819,0.00019074958,0.000028248862,0.0011196535],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999907,0.000007320677,0.0000048036827,0.000030408137,0.000028894865,0.000021681206],"domain_scores_gemma":[0.99985623,0.000047839112,0.000033521017,0.000013057947,0.000035553723,0.000013821594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001428614,0.00021914158,0.00023901957,0.00037617053,0.00018441635,0.00033163727,0.00024619247,0.00029047887,0.0009992793],"category_scores_gemma":[0.00016521693,0.00023183382,0.0001384698,0.00023508068,0.0002658199,0.00020673468,0.00015113573,0.0002651456,0.00016391983],"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":[0.000070256174,0.000005888545,0.00035565408,0.000019515186,0.0000023235325,0.000022863243,0.000040633167,0.00020757619,0.9984561,0.00003888635,0.000009223008,0.0007710251],"study_design_scores_gemma":[0.0000048615,0.00004882839,0.006220834,0.0000030340552,0.000005888747,0.000025529347,0.000040910792,0.0045153694,0.98874927,0.000029122471,0.00035254884,0.0000037921857],"about_ca_topic_score_codex":0.0015870278,"about_ca_topic_score_gemma":0.0025458909,"teacher_disagreement_score":0.0015870278,"about_ca_system_score_codex":0.00034337264,"about_ca_system_score_gemma":0.00013561774,"threshold_uncertainty_score":0.0033429265},"labels":[],"label_agreement":null},{"id":"W2003243888","doi":"10.1016/j.actamat.2014.04.065","title":"Variant selection during secondary and tertiary twinning in pure titanium","year":2014,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":110,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Crystal twinning; Materials science; Electron backscatter diffraction; Crystallography; Titanium; Condensed matter physics; Microstructure; Metallurgy; Physics; Chemistry","score_opus":0.005543132724842739,"score_gpt":0.19889040128423235,"score_spread":0.1933472685593896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003243888","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":[0.98968595,0.00021159476,0.008121876,0.000034051285,0.000037590897,0.000011256864,0.00004214874,0.0001566105,0.0016987505],"genre_scores_gemma":[0.997212,0.000049074162,0.0014457514,0.000010087313,0.0000033223055,0.0000032865005,0.000037869962,0.00009843877,0.0011402752],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997416,0.000038679853,0.000014951374,0.00006647822,0.00007214284,0.000066251516],"domain_scores_gemma":[0.9995945,0.00014346247,0.00006113976,0.000095585834,0.00007099104,0.000034341138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045910585,0.00015635135,0.00028328015,0.00022850101,0.0004160802,0.00053953513,0.00051590754,0.0002468899,0.0017991422],"category_scores_gemma":[0.0010686422,0.0002633292,0.00022901881,0.00030046594,0.00029908976,0.00028627377,0.00037108304,0.00034372736,0.00041313845],"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":[0.00085635344,0.00007124994,0.0041910973,0.000108249755,0.000052179294,0.000479241,0.00034176753,0.0045710052,0.94854677,0.0062246732,0.00061792985,0.033939585],"study_design_scores_gemma":[0.00002680297,0.00020391452,0.004197387,0.00000755065,0.000038750743,0.00040047814,0.00013354815,0.016159715,0.97520876,0.0013375203,0.0022584845,0.00002710666],"about_ca_topic_score_codex":0.0009388228,"about_ca_topic_score_gemma":0.0023777583,"teacher_disagreement_score":0.0017991422,"about_ca_system_score_codex":0.0002786894,"about_ca_system_score_gemma":0.00035946787,"threshold_uncertainty_score":0.006018698},"labels":[],"label_agreement":null},{"id":"W2003768834","doi":"10.1016/j.actamat.2005.03.048","title":"The microstructure evolution during semisolid molding of a creep-resistant Mg–5Al–2Sr alloy","year":2005,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Husky Injection Molding Systems (Canada)","funders":"","keywords":"Materials science; Ingot; Microstructure; Eutectic system; Creep; Alloy; Metallurgy; Nucleation; Thixotropy; Grain boundary; Grain size; Melting point; Composite material","score_opus":0.006436545538834632,"score_gpt":0.2123334109825728,"score_spread":0.20589686544373817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003768834","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":[0.99931884,0.00009403446,0.0001702705,0.0000057480493,0.0000035101784,0.000003164234,0.000030490926,0.000015804462,0.00035825308],"genre_scores_gemma":[0.99937207,0.000027832499,0.00018905425,0.0000035084379,0.0000013201663,0.0000016321353,0.00003179711,0.000008461147,0.00036430632],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999411,0.000005011572,0.0000032404728,0.0000126292125,0.000021826505,0.000016156582],"domain_scores_gemma":[0.99985147,0.0000326306,0.000055280205,0.00002252064,0.000020281079,0.000017770259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008287034,0.000111166635,0.00019073459,0.00015258534,0.00020837605,0.00025987407,0.00017286783,0.00018539342,0.00065118563],"category_scores_gemma":[0.00021705133,0.00016352502,0.00013514668,0.00016540861,0.0003243737,0.00015879466,0.0001156987,0.00017497725,0.00009691585],"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":[0.00015905543,0.0000160636,0.0009028075,0.00002437278,0.0000054543207,0.00015853297,0.00008336463,0.00079466763,0.99616796,0.000072625866,0.000030919255,0.0015842092],"study_design_scores_gemma":[0.000020369478,0.00054415094,0.04028009,0.0000070371066,0.00001815149,0.0001979038,0.0000948798,0.008414033,0.9493901,0.000047560687,0.0009741283,0.000011574642],"about_ca_topic_score_codex":0.0014882329,"about_ca_topic_score_gemma":0.002764911,"teacher_disagreement_score":0.0014882329,"about_ca_system_score_codex":0.0003423512,"about_ca_system_score_gemma":0.00017195643,"threshold_uncertainty_score":0.0029590726},"labels":[],"label_agreement":null},{"id":"W2004733546","doi":"10.1016/j.actamat.2011.07.054","title":"Intergranular δ-hydride nucleation and orientation in zirconium alloys","year":2011,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":115,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; McGill University; University of Saskatchewan","funders":"","keywords":"Materials science; Intergranular corrosion; Nucleation; Zirconium; Grain boundary; Zirconium alloy; Hydride; Precipitation; Electron backscatter diffraction; Metallurgy; Zirconium hydride; Grain boundary strengthening; Crystallography; Alloy; Thermodynamics; Microstructure; Chemistry; Metal","score_opus":0.02407925096927665,"score_gpt":0.21631504937050502,"score_spread":0.19223579840122837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004733546","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":[0.99723995,0.00039943223,0.00088091375,0.000016160015,0.0000068086533,0.0000029190162,0.000032035266,0.000021184038,0.0014005855],"genre_scores_gemma":[0.9990588,0.00009451349,0.00023218243,0.000002374388,0.000001376349,0.0000016933615,0.00003649276,0.000005926125,0.00056663225],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999453,0.000005196775,0.0000026631883,0.0000130275275,0.000020086596,0.000013752058],"domain_scores_gemma":[0.99994636,0.000012170724,0.000013845611,0.0000062838367,0.000013291469,0.000007995911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013982995,0.0001355195,0.0002130498,0.00033072577,0.00036932476,0.0006073904,0.00035071652,0.00017687934,0.00065507984],"category_scores_gemma":[0.0002062399,0.00027889592,0.000107553366,0.00017242781,0.00038517785,0.00021276438,0.00022511672,0.00017087506,0.00016825025],"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":[0.0008489653,0.000085960564,0.016234342,0.00008539677,0.000027936601,0.00030911985,0.00027451117,0.00893318,0.9560868,0.007868171,0.0002880435,0.008957605],"study_design_scores_gemma":[0.000089642075,0.00027004894,0.09215165,0.000012027847,0.0000443669,0.00035919945,0.0007386841,0.046714418,0.8537702,0.0027321863,0.0030879802,0.000029652329],"about_ca_topic_score_codex":0.0067753387,"about_ca_topic_score_gemma":0.009592698,"teacher_disagreement_score":0.0067753387,"about_ca_system_score_codex":0.0005634575,"about_ca_system_score_gemma":0.00029833734,"threshold_uncertainty_score":0.013471842},"labels":[],"label_agreement":null},{"id":"W2005075257","doi":"10.1016/j.actamat.2013.07.062","title":"Evolution of lattice strain and phase transformation of β III Ti alloy during room temperature cyclic tension","year":2013,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Titanium Alloys Microstructure and Properties","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Materials science; Alloy; Lattice (music); Phase (matter); Titanium alloy; Metallurgy; Crystallography; Thermodynamics","score_opus":0.008586789817280406,"score_gpt":0.22284106938864673,"score_spread":0.21425427957136634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005075257","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":[0.99784875,0.00017859983,0.0002611775,0.000025065714,0.000010529751,0.000003812016,0.0002565838,0.000029796718,0.0013855486],"genre_scores_gemma":[0.999033,0.000047694994,0.00006875839,0.0000059629456,0.0000027198876,0.0000030262402,0.00014682772,0.000009330868,0.0006827446],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999242,0.000006337125,0.000003953283,0.000016334492,0.000027031992,0.000022139844],"domain_scores_gemma":[0.99977046,0.00007253817,0.00005344591,0.000020046002,0.00005624485,0.000027332902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009412157,0.00014944615,0.00012010165,0.0002580384,0.00021772785,0.00027060788,0.00028406503,0.00023366994,0.0032175223],"category_scores_gemma":[0.00039363146,0.00013312949,0.00012108991,0.00037532765,0.00034702077,0.00020431064,0.0000839119,0.00029221966,0.00026388688],"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":[0.00085161964,0.000056468496,0.0040000277,0.00005678539,0.000017222674,0.00032144648,0.00019349068,0.0009900475,0.98834246,0.00021502624,0.00024436173,0.0047110654],"study_design_scores_gemma":[0.000019402949,0.00052251824,0.07421362,0.000011545066,0.000026156475,0.00024435882,0.00032530833,0.010015879,0.91298574,0.0001374854,0.0014703749,0.000027726515],"about_ca_topic_score_codex":0.0029457104,"about_ca_topic_score_gemma":0.0035315342,"teacher_disagreement_score":0.0032175223,"about_ca_system_score_codex":0.00030308866,"about_ca_system_score_gemma":0.00017264529,"threshold_uncertainty_score":0.010763645},"labels":[],"label_agreement":null},{"id":"W2005322766","doi":"10.1016/j.actamat.2004.05.040","title":"Nonpropagating incipient cracks from sharp notches under fatigue","year":2004,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo; Mississippi State University","keywords":"Crack closure; Materials science; Stress intensity factor; Plasticity; Tension (geology); Stress concentration; Crack growth resistance curve; Compression (physics); Stress (linguistics); Paris' law; Crack tip opening displacement; Structural engineering; Fracture mechanics; Composite material; Mechanics; Engineering; Physics","score_opus":0.019577823483217797,"score_gpt":0.22007413391318062,"score_spread":0.20049631042996283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005322766","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":[0.9843779,0.00035077802,0.011556241,0.000033420103,0.000021408865,0.000024139415,0.00007935771,0.00006194819,0.0034948348],"genre_scores_gemma":[0.99420303,0.00013005278,0.0022062636,0.000007552198,0.000008505842,0.0000066174866,0.00008311226,0.000015933056,0.0033388599],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998105,0.000014487407,0.000008129001,0.000032742195,0.000101504666,0.000032669832],"domain_scores_gemma":[0.99896693,0.00036148741,0.00019336666,0.00014316908,0.00022779078,0.0001072291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003194526,0.00032607187,0.00040215388,0.0005521496,0.00033989653,0.00048674116,0.0006992968,0.0007851536,0.0031275682],"category_scores_gemma":[0.0017862576,0.00035141633,0.00029909378,0.00027705217,0.00064906874,0.0007032084,0.00060879096,0.0006857854,0.00034484218],"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":[0.0019441546,0.00029985193,0.029445723,0.00055756146,0.00011356094,0.005034769,0.002035789,0.03166306,0.83957857,0.01750637,0.00092241797,0.07089817],"study_design_scores_gemma":[0.0001808774,0.0013987796,0.16862077,0.00017275233,0.00023783231,0.00759402,0.0016199178,0.28606555,0.50724626,0.021369489,0.005315727,0.00017807331],"about_ca_topic_score_codex":0.00097402715,"about_ca_topic_score_gemma":0.0019785177,"teacher_disagreement_score":0.0031275682,"about_ca_system_score_codex":0.00020056863,"about_ca_system_score_gemma":0.00022503667,"threshold_uncertainty_score":0.010462761},"labels":[],"label_agreement":null},{"id":"W2006295000","doi":"10.1016/s1359-6454(02)00400-7","title":"Compressive elastic modulus and its relationship to the structure of a hydrated starch foam","year":2003,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Materials science; Composite material; Elastic modulus; Modulus; Microstructure; Compression (physics); Indentation; Compressive strength; Power law; Viscoelasticity; Polymer; Poisson's ratio; Poisson distribution","score_opus":0.00825441186729166,"score_gpt":0.2060157027675107,"score_spread":0.19776129090021902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006295000","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":[0.9983883,0.0000953713,0.0007328177,0.000018654826,0.0000020226992,0.0000014583926,0.000027731852,0.0000067216833,0.0007269232],"genre_scores_gemma":[0.99960715,0.000034978813,0.000102899576,0.0000026183743,0.0000018526091,0.00000117297,0.000023411212,0.0000017334743,0.00022420165],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99997437,0.0000028765148,0.0000011858713,0.0000066993957,0.000008558712,0.0000063076086],"domain_scores_gemma":[0.9996136,0.00020360242,0.000092547394,0.000014027709,0.00004370308,0.000032463526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010655428,0.00010917243,0.00007561398,0.0003082969,0.00010197464,0.00019011617,0.00015558263,0.00017252714,0.0012661587],"category_scores_gemma":[0.00045739024,0.00012331612,0.000051519488,0.00021110414,0.00034738553,0.00021627582,0.0001270543,0.00019843814,0.00015174235],"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":[0.0005275167,0.000053099964,0.004991214,0.000030284053,0.000007927312,0.00029682636,0.000080493206,0.0046023945,0.98356265,0.0014718823,0.00006544806,0.004310203],"study_design_scores_gemma":[0.000038458602,0.00054340705,0.060527828,0.0000117184545,0.000024281873,0.000680889,0.00019307139,0.07288174,0.86281365,0.0013790922,0.00085778534,0.000048114667],"about_ca_topic_score_codex":0.00042493077,"about_ca_topic_score_gemma":0.00029035594,"teacher_disagreement_score":0.0012661587,"about_ca_system_score_codex":0.000106167965,"about_ca_system_score_gemma":0.00007435742,"threshold_uncertainty_score":0.004235685},"labels":[],"label_agreement":null},{"id":"W2008313271","doi":"10.1016/j.actamat.2006.07.024","title":"Creep-driven nitride scale growth in γ-TiAl","year":2006,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Intermetallics and Advanced Alloy Properties","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Pratt and Whitney Canada","keywords":"Materials science; Creep; Nitride; Stress (linguistics); Deformation (meteorology); Composite material; Bending; Metallurgy; Nitriding; Layer (electronics)","score_opus":0.0046455889285501465,"score_gpt":0.17664681606563462,"score_spread":0.17200122713708446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008313271","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":[0.992708,0.00024781853,0.0014283403,0.00008939148,0.000029245766,0.000015518717,0.00011206089,0.00008925909,0.0052803834],"genre_scores_gemma":[0.9967278,0.00010036382,0.0005684271,0.000012542947,0.0000026074981,0.000009850134,0.00007226722,0.000026350877,0.0024798024],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999621,0.000002247973,0.000001828501,0.000011085677,0.000012121859,0.000010633768],"domain_scores_gemma":[0.9999356,0.000012654763,0.000018507391,0.000010862237,0.000013476733,0.0000089608975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008672008,0.00014672648,0.0001865437,0.000118476884,0.00027388977,0.0003985545,0.00033075604,0.00019742546,0.0011650049],"category_scores_gemma":[0.0002418191,0.00018572411,0.0000873491,0.00009346339,0.00019278789,0.00030434853,0.00021779243,0.00023473083,0.00036640107],"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":[0.000110235706,0.00002326336,0.00055804406,0.000049555758,0.000004641699,0.000104595856,0.00010715136,0.0013996994,0.99437934,0.0017889029,0.00027237326,0.0012022112],"study_design_scores_gemma":[0.000033034445,0.00010813021,0.003265399,0.000008856928,0.000007306056,0.000080369035,0.00011854914,0.01878136,0.9743817,0.00057227554,0.0026335537,0.0000094720035],"about_ca_topic_score_codex":0.002376034,"about_ca_topic_score_gemma":0.0045018555,"teacher_disagreement_score":0.002376034,"about_ca_system_score_codex":0.00080036424,"about_ca_system_score_gemma":0.00028126556,"threshold_uncertainty_score":0.0058071017},"labels":[],"label_agreement":null},{"id":"W2010154739","doi":"10.1016/j.actamat.2010.03.012","title":"Texture inheritance and variant selection through an hcp–bcc–hcp phase transformation","year":2010,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Titanium Alloys Microstructure and Properties","field":"Materials Science","cited_by":132,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Transformation (genetics); Materials science; Zirconium; Texture (cosmology); Neutron diffraction; Phase (matter); Selection (genetic algorithm); Crystallography; Metallurgy; Artificial intelligence; Crystal structure; Computer science; Image (mathematics); Chemistry; Genetics; Biology","score_opus":0.013226886961410347,"score_gpt":0.26515882873348895,"score_spread":0.2519319417720786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010154739","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":[0.8393941,0.0002777771,0.12982585,0.00025771945,0.0001598499,0.00008988814,0.0002238072,0.00092930294,0.028841846],"genre_scores_gemma":[0.9777364,0.000071170296,0.016972266,0.000034492,0.000014576669,0.000018756355,0.0000902036,0.00015616346,0.0049059335],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99981207,0.000022109005,0.0000071397985,0.000043275693,0.0000788616,0.000036561047],"domain_scores_gemma":[0.9997787,0.00006390648,0.000019014693,0.000076882345,0.00004492739,0.000016542164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017311658,0.00013413244,0.00022997832,0.00026501445,0.00044168282,0.00051054714,0.00042240822,0.0002480569,0.0034179126],"category_scores_gemma":[0.0007403828,0.00022888283,0.00018573702,0.00037854584,0.00040785296,0.00031330207,0.0003665345,0.00041073048,0.00041728973],"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":[0.0002453583,0.00012296866,0.002195056,0.0000847774,0.000028959657,0.0006830911,0.00015136701,0.006983042,0.82373554,0.0773217,0.0024866578,0.08596144],"study_design_scores_gemma":[0.00015215551,0.0001684118,0.0070292517,0.000012654564,0.00006333773,0.00200499,0.00014643247,0.17923404,0.7312948,0.054513752,0.025329016,0.000051162842],"about_ca_topic_score_codex":0.0011924186,"about_ca_topic_score_gemma":0.0023567842,"teacher_disagreement_score":0.0034179126,"about_ca_system_score_codex":0.00028290204,"about_ca_system_score_gemma":0.00035042674,"threshold_uncertainty_score":0.011434019},"labels":[],"label_agreement":null},{"id":"W2012444452","doi":"10.1016/j.actamat.2010.09.065","title":"Constitutive relation based on Taylor slip analysis to replicate work-hardening evolution","year":2010,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Materials science; Constitutive equation; Work hardening; Flow stress; Slip (aerodynamics); Plasticity; Mechanics; Thermodynamics; Microstructure; Physics; Composite material; Finite element method","score_opus":0.01242987617786896,"score_gpt":0.23953893917873487,"score_spread":0.22710906300086592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012444452","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":[0.03607121,0.00025568123,0.9449487,0.00028385664,0.0005194715,0.00015327953,0.00016666333,0.00044235637,0.0171588],"genre_scores_gemma":[0.6205572,0.0006780591,0.34252924,0.0003175259,0.0001780572,0.00035116504,0.0003025441,0.0008363264,0.034249943],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997776,0.000032646865,0.000017997854,0.000040591025,0.000116606025,0.000014640835],"domain_scores_gemma":[0.9996793,0.0000843275,0.00003440811,0.000077731114,0.000111200156,0.0000129587315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048890617,0.0004608591,0.0004987852,0.0006632136,0.00050471106,0.000724302,0.0010369039,0.0012158991,0.002436254],"category_scores_gemma":[0.0014998813,0.00028512214,0.0006103142,0.0004947258,0.00048049344,0.0010138579,0.00037549587,0.00095213467,0.0006140168],"study_design_candidate":"bench_or_experimental","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":[0.00008101713,0.00045113623,0.001111695,0.00021971451,0.000044012682,0.00038400065,0.00032678753,0.45709214,0.18061765,0.28206214,0.0053948723,0.0722148],"study_design_scores_gemma":[0.0000056498448,0.000012581483,0.00013704962,0.000004906124,0.000009146121,0.000052760694,0.000010833419,0.9859724,0.0073589655,0.0034146002,0.0030130509,0.000007977236],"about_ca_topic_score_codex":0.0025367253,"about_ca_topic_score_gemma":0.004305318,"teacher_disagreement_score":0.0025367253,"about_ca_system_score_codex":0.00088314764,"about_ca_system_score_gemma":0.0012233852,"threshold_uncertainty_score":0.008150041},"labels":[],"label_agreement":null},{"id":"W2013607032","doi":"10.1016/s1359-6454(01)00015-5","title":"Correlating the microstructure and tensile properties of a thixomolded AZ91D magnesium alloy","year":2001,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":171,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Husky Injection Molding Systems (Canada)","funders":"","keywords":"Materials science; Eutectic system; Ultimate tensile strength; Microstructure; Alloy; Volume fraction; Metallurgy; Ductility (Earth science); Thixotropy; Elongation; Magnesium alloy; Tensile testing; Composite material; Creep","score_opus":0.009616053535497023,"score_gpt":0.17199833982356025,"score_spread":0.16238228628806323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013607032","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":[0.9986921,0.00012058822,0.0005230541,0.00001797293,0.0000046328664,0.000003289229,0.00009639287,0.000026487698,0.00051554735],"genre_scores_gemma":[0.99863297,0.00005648585,0.00059620256,0.0000067847204,0.0000017555908,0.0000023973505,0.00012687362,0.000004215293,0.0005722392],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998846,0.0000067924016,0.0000055829146,0.000023836059,0.000059798425,0.000019314779],"domain_scores_gemma":[0.99984896,0.00001650154,0.000044436067,0.000022518094,0.000057282647,0.000010215052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011549511,0.00009547344,0.00019935261,0.00017730081,0.00015186018,0.00027686733,0.0003697819,0.00029960263,0.00072099466],"category_scores_gemma":[0.0002694586,0.000120915,0.000092208276,0.00023061092,0.00024591776,0.00014414986,0.00013331776,0.00015288944,0.00021908643],"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":[0.00019183675,0.000013018637,0.0024970851,0.000027719774,0.0000059122344,0.000099968216,0.000025258549,0.00089512113,0.99432546,0.00006664134,0.000048615675,0.0018033354],"study_design_scores_gemma":[0.000019012676,0.00048488125,0.044219885,0.000004401475,0.000025856105,0.00024109379,0.000099043435,0.0089308815,0.944436,0.000029860352,0.0014980343,0.000011092904],"about_ca_topic_score_codex":0.0026401018,"about_ca_topic_score_gemma":0.0037507282,"teacher_disagreement_score":0.0026401018,"about_ca_system_score_codex":0.00032651922,"about_ca_system_score_gemma":0.00013509604,"threshold_uncertainty_score":0.0052495003},"labels":[],"label_agreement":null},{"id":"W2016012856","doi":"10.1016/j.actamat.2008.04.019","title":"Modeling lattice strain evolution during uniaxial deformation of textured Zircaloy-2","year":2008,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":119,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Los Alamos National Laboratory; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Crystal twinning; Slip (aerodynamics); Composite material; Crystallite; Ultimate tensile strength; Hardening (computing); Plasticity; Diffraction; Strain hardening exponent; Critical resolved shear stress; Dislocation; Metallurgy; Optics; Thermodynamics; Shear rate; Microstructure; Rheology","score_opus":0.02127839561876105,"score_gpt":0.21942727384505462,"score_spread":0.19814887822629357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016012856","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":[0.99530244,0.00006938728,0.0023381454,0.00003704143,0.000009836085,0.000008294277,0.00015031926,0.00008528865,0.001999239],"genre_scores_gemma":[0.9985061,0.000023819683,0.00094369054,0.000004906529,0.0000013839486,0.000004185716,0.000078564604,0.000014170903,0.00042300153],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999589,0.00000395866,0.0000024070096,0.0000095693795,0.000013608044,0.000011615348],"domain_scores_gemma":[0.9998839,0.00004945018,0.000025126563,0.000011522137,0.000017312817,0.000012644699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009556352,0.00029405442,0.0002507585,0.00021518505,0.0002372285,0.0005019409,0.0005597523,0.00068618776,0.0013240075],"category_scores_gemma":[0.00036961926,0.00024851094,0.0002425564,0.0002928137,0.00026910173,0.0003474808,0.00013918198,0.00024411269,0.00011428443],"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":[0.0002903184,0.000116851515,0.006079517,0.000060039736,0.00002599484,0.00025888075,0.00006964811,0.9526981,0.033878338,0.0007266586,0.0001837249,0.0056119007],"study_design_scores_gemma":[0.000009699287,0.000026924303,0.001958192,0.0000011675091,0.0000029033856,0.000013783533,0.000017357164,0.99528176,0.0025429807,0.000047939753,0.00009339824,0.0000039576257],"about_ca_topic_score_codex":0.022200923,"about_ca_topic_score_gemma":0.019597061,"teacher_disagreement_score":0.022200923,"about_ca_system_score_codex":0.00066165364,"about_ca_system_score_gemma":0.00055394374,"threshold_uncertainty_score":0.04414338},"labels":[],"label_agreement":null},{"id":"W2016364859","doi":"10.1016/j.actamat.2004.10.053","title":"Formation and thermal stability of an E9-structured NiHf phase in NiHf","year":2004,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Metallic Glasses and Amorphous Alloys","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Metastability; Nucleation; Annealing (glass); Alloy; Crystallography; Phase (matter); Isothermal process; Grain size; Chemical physics; Thermodynamics; Metallurgy; Chemistry","score_opus":0.012338765460895504,"score_gpt":0.22815212990803996,"score_spread":0.21581336444714444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016364859","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":[0.9976928,0.00017843439,0.0004464177,0.000022001504,0.000010875944,0.000004545319,0.00009552991,0.000022262657,0.0015270609],"genre_scores_gemma":[0.9984633,0.00003218503,0.00039656338,0.000007024639,0.0000019365698,0.0000036081583,0.0001377108,0.000008288241,0.00094951957],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999268,0.0000055660744,0.0000025559868,0.00001780091,0.000019383611,0.000027900687],"domain_scores_gemma":[0.99994266,0.000012088595,0.0000117962045,0.000007766922,0.000014669879,0.000011077525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010286153,0.00009578914,0.000101083846,0.00018226908,0.0004025984,0.00022666117,0.00022653607,0.00024837544,0.0019511395],"category_scores_gemma":[0.00024328085,0.000098119985,0.000080561986,0.00012860353,0.00021608823,0.00015664233,0.00014036402,0.00020047322,0.00022369005],"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":[0.00045030552,0.000053890835,0.0022649446,0.000097057455,0.000010132173,0.00015865355,0.00019240282,0.00074300275,0.98792404,0.0019648478,0.0007010582,0.005439718],"study_design_scores_gemma":[0.00002043167,0.00018601837,0.0061713425,0.000010655271,0.0000064163632,0.00010503636,0.00012207168,0.0031641584,0.98684025,0.000172702,0.0031894194,0.0000113400965],"about_ca_topic_score_codex":0.0027531937,"about_ca_topic_score_gemma":0.0029446012,"teacher_disagreement_score":0.0027531937,"about_ca_system_score_codex":0.00027243161,"about_ca_system_score_gemma":0.00020970588,"threshold_uncertainty_score":0.0065271854},"labels":[],"label_agreement":null},{"id":"W2016716858","doi":"10.1016/j.actamat.2014.11.053","title":"Ultrahigh plastic flow in Au nanotubes enabled by surface stress facilitated reconstruction","year":2015,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Graphene research and applications","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Fudan University","keywords":"Materials science; Plasticity; Ultimate tensile strength; Nanowire; Composite material; Strain hardening exponent; Deformation (meteorology); Metal; Flow stress; Stress (linguistics); Nanotechnology; Metallurgy; Strain rate","score_opus":0.022688126524803186,"score_gpt":0.25671005356531823,"score_spread":0.23402192704051505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016716858","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":[0.9929824,0.00024234825,0.0033975618,0.00011176308,0.000048543665,0.000007843752,0.00006860649,0.00009767934,0.0030431903],"genre_scores_gemma":[0.9980862,0.000082262784,0.0007696006,0.0000122575575,0.000005767965,0.0000046717532,0.000025223704,0.0000110134315,0.0010031116],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99996114,0.0000039068814,0.0000019156535,0.000008667167,0.000010064412,0.000014310773],"domain_scores_gemma":[0.99995613,0.000012015554,0.000012051509,0.000008043462,0.000004750515,0.0000070577485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005560716,0.00016809166,0.000110294575,0.00010679648,0.00018215078,0.00035846466,0.00019399199,0.00021926805,0.0014970361],"category_scores_gemma":[0.00008197903,0.000113003975,0.00010304953,0.000090354544,0.00022620866,0.00032295892,0.0002427894,0.00027360948,0.0002808063],"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":[0.00007771725,0.00002205448,0.000113415976,0.00003609545,0.0000032008252,0.000083123115,0.000054522046,0.00071274495,0.99507755,0.0011920835,0.00014023916,0.0024873116],"study_design_scores_gemma":[0.000008795228,0.000051795407,0.0005248183,0.0000032214912,0.000002977032,0.000029750863,0.00002866523,0.008160111,0.9899249,0.00022666411,0.0010306732,0.0000075682988],"about_ca_topic_score_codex":0.00024539357,"about_ca_topic_score_gemma":0.00032687333,"teacher_disagreement_score":0.0014970361,"about_ca_system_score_codex":0.00017690397,"about_ca_system_score_gemma":0.00011203767,"threshold_uncertainty_score":0.005008042},"labels":[],"label_agreement":null},{"id":"W2017439183","doi":"10.1016/j.actamat.2011.04.007","title":"Mechanical anisotropy of shape-memory NiTi with two-dimensional networks of micro-channels","year":2011,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Division of Materials Research; Natural Sciences and Engineering Research Council of Canada; Northwestern University; National Science Foundation","keywords":"Materials science; Shape-memory alloy; Pseudoelasticity; Nickel titanium; Composite material; Volume fraction; Powder metallurgy; Anisotropy; Composite number; Compressive strength; Stiffness; Metallurgy; Microstructure; Martensite","score_opus":0.026598391868659137,"score_gpt":0.23570940242386879,"score_spread":0.20911101055520964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017439183","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":[0.99564457,0.00016732303,0.0006470236,0.000041493393,0.000020135783,0.0000047911903,0.000033504457,0.000028594815,0.0034124],"genre_scores_gemma":[0.99915457,0.000037654056,0.00019711148,0.0000030993162,0.0000036970598,0.0000028997115,0.000018892832,0.00000490071,0.00057706324],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990785,0.000008859294,0.0000030383305,0.000015241748,0.000033739885,0.000031293905],"domain_scores_gemma":[0.99984694,0.00003462229,0.000051253162,0.000022688815,0.000016813687,0.000027728436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010644084,0.00021112346,0.00015307455,0.00018984372,0.00030908917,0.00048324687,0.00032596153,0.00017675964,0.0016800553],"category_scores_gemma":[0.0003209102,0.00019292379,0.00008694812,0.00019105001,0.000343511,0.0003160555,0.00017765364,0.00022930132,0.00016941463],"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":[0.00039964652,0.00007478804,0.0007135002,0.00006869269,0.000012933096,0.000103842125,0.00011591488,0.004739059,0.98654455,0.004142354,0.00023773169,0.002847051],"study_design_scores_gemma":[0.000050802337,0.00020314193,0.0064171287,0.0000074909517,0.00001615634,0.000074443575,0.0001441117,0.046491005,0.94377846,0.0006883937,0.0021011678,0.000027589607],"about_ca_topic_score_codex":0.0013845677,"about_ca_topic_score_gemma":0.003207172,"teacher_disagreement_score":0.0016800553,"about_ca_system_score_codex":0.00038273877,"about_ca_system_score_gemma":0.00022435091,"threshold_uncertainty_score":0.005620301},"labels":[],"label_agreement":null},{"id":"W2018230951","doi":"10.1016/s1359-6454(01)00244-0","title":"Temperature dependence of crack wake bridging stresses in a SiC-whisker-reinforced alumina","year":2001,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Advanced ceramic materials synthesis","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Whisker; Bridging (networking); Wake; Composite material; Metallurgy; Mechanics","score_opus":0.011809648589743146,"score_gpt":0.24957994915096673,"score_spread":0.23777030056122359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018230951","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":[0.99946076,0.00005712372,0.00015225688,0.000007800962,0.000003956918,0.0000012152842,0.00002473652,0.000014672152,0.0002775046],"genre_scores_gemma":[0.9997211,0.000018872093,0.000059810372,0.000002005479,0.0000012129535,9.273812e-7,0.000014516799,0.0000030796537,0.00017838956],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99992347,0.0000035593755,0.0000042674274,0.000015505151,0.000029607045,0.000023657958],"domain_scores_gemma":[0.9996146,0.00007715954,0.000103340324,0.000033709406,0.00012311048,0.000048061105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000905658,0.00010294052,0.00017259707,0.00023044209,0.0001844962,0.00023237335,0.00016859792,0.00018965773,0.0013609151],"category_scores_gemma":[0.0003150654,0.00013497063,0.000115374794,0.00014623231,0.00026062017,0.00019138513,0.00015804678,0.00024561852,0.00015868327],"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":[0.0003770624,0.000037108683,0.0013315747,0.000026017973,0.000006487043,0.00008877554,0.00007953205,0.0016017641,0.99449134,0.00011757259,0.00007474994,0.0017679977],"study_design_scores_gemma":[0.00001577483,0.0005116149,0.026335191,0.0000065301697,0.000016830634,0.00008544693,0.0001643363,0.020559805,0.95181257,0.00008868652,0.00038405953,0.000019133911],"about_ca_topic_score_codex":0.0011871204,"about_ca_topic_score_gemma":0.002155092,"teacher_disagreement_score":0.0013609151,"about_ca_system_score_codex":0.00018639861,"about_ca_system_score_gemma":0.00018015696,"threshold_uncertainty_score":0.004552722},"labels":[],"label_agreement":null},{"id":"W2019255067","doi":"10.1016/j.actamat.2012.10.028","title":"An atomistic simulation study of the migration of an austenite–ferrite interface in pure Fe","year":2012,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Nucleation; Materials science; Molecular dynamics; Interphase; Chemical physics; Condensed matter physics; Ostwald ripening; Austenite; Crystallography; Limiting; Nanotechnology; Thermodynamics; Metallurgy; Microstructure; Computational chemistry; Physics; Chemistry","score_opus":0.026790623691753047,"score_gpt":0.2992194754563973,"score_spread":0.27242885176464426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019255067","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":[0.9823713,0.00014140423,0.002278957,0.00043858978,0.0000532219,0.00004256359,0.00033833703,0.00012247989,0.014213237],"genre_scores_gemma":[0.9971788,0.0000442308,0.0013061969,0.00006011047,0.000009168492,0.000025889214,0.0001410443,0.000025010835,0.0012094814],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989176,0.000017788187,0.0000032396024,0.0000144310525,0.000028749402,0.000044105822],"domain_scores_gemma":[0.99948716,0.0002640895,0.00004328503,0.00004841073,0.0000741435,0.0000829498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025689031,0.0004015995,0.0007069322,0.0006428776,0.00140788,0.0007197679,0.0015985189,0.0017727603,0.0053911167],"category_scores_gemma":[0.0010547889,0.0005890538,0.0006951755,0.0006206077,0.0012622356,0.0005922009,0.0004988684,0.00092078943,0.00024186636],"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":[0.0005493994,0.0004188447,0.0044048172,0.00014307468,0.00011060573,0.0006805896,0.00026284083,0.97445357,0.008045024,0.0071717,0.0016424404,0.0021170843],"study_design_scores_gemma":[0.00008281572,0.000058370137,0.0014058198,0.0000058177097,0.000011118972,0.000023198249,0.0000621383,0.9970259,0.00052390964,0.0005686275,0.00022146788,0.000010651403],"about_ca_topic_score_codex":0.036464795,"about_ca_topic_score_gemma":0.024082152,"teacher_disagreement_score":0.036464795,"about_ca_system_score_codex":0.0019848382,"about_ca_system_score_gemma":0.001357024,"threshold_uncertainty_score":0.07250512},"labels":[],"label_agreement":null},{"id":"W2019834280","doi":"10.1016/j.actamat.2011.04.027","title":"Evolution of recrystallization texture in a 0.78 wt.% Cr extra-low-carbon steel after warm and cold rolling","year":2011,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":102,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Australian Research Council","keywords":"Recrystallization (geology); Materials science; Electron backscatter diffraction; Annealing (glass); Metallurgy; Microstructure; Diffraction; Grain size; Dynamic recrystallization; Hot working; Optics","score_opus":0.009850876932745127,"score_gpt":0.1704238442680371,"score_spread":0.16057296733529197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019834280","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":[0.99836415,0.00012259117,0.00039739397,0.00002240851,0.000009255834,0.000003566989,0.00014945825,0.000044847267,0.00088635535],"genre_scores_gemma":[0.9987103,0.00002614525,0.00017166707,0.000008367729,0.0000024854962,0.0000018432631,0.00012710846,0.000012653282,0.0009393782],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999138,0.000005136735,0.0000039355205,0.000020841768,0.000029387536,0.0000268452],"domain_scores_gemma":[0.9998103,0.000032741125,0.000043589833,0.000018490517,0.000060312737,0.000034585875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000078616635,0.00010474006,0.00019921978,0.00026265343,0.00025769495,0.00019735299,0.00022997832,0.00028656624,0.0030515536],"category_scores_gemma":[0.00018240903,0.00011773606,0.00014911918,0.00018632488,0.000263822,0.00015004944,0.00007734167,0.0002978829,0.000269333],"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":[0.0005068069,0.000018015124,0.0014535772,0.000023001123,0.000006795301,0.00027096353,0.00007151254,0.00018141647,0.9957514,0.00004011876,0.00010446575,0.0015719202],"study_design_scores_gemma":[0.000025989699,0.00036058272,0.12458488,0.000004947295,0.00003173326,0.00039595936,0.0002413132,0.002214007,0.87115276,0.000039723473,0.00092779147,0.00002035221],"about_ca_topic_score_codex":0.0044370187,"about_ca_topic_score_gemma":0.0063390625,"teacher_disagreement_score":0.0044370187,"about_ca_system_score_codex":0.00020292775,"about_ca_system_score_gemma":0.0001219053,"threshold_uncertainty_score":0.010208428},"labels":[],"label_agreement":null},{"id":"W2020379122","doi":"10.1016/j.actamat.2014.09.004","title":"Atomic-scale pathway of early-stage precipitation in Al–Mg–Si alloys","year":2014,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":117,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Novelis (Canada); McMaster University; University of Waterloo","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science; McGill University","keywords":"Materials science; Precipitation; Alloy; Atomic units; Cluster analysis; Crystallography; Metallurgy; Computer science","score_opus":0.007239336938665176,"score_gpt":0.1968995710694731,"score_spread":0.1896602341308079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020379122","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":[0.9906034,0.00038141673,0.0028689078,0.00010556004,0.00002099461,0.000020217933,0.00016852721,0.0001145804,0.005716394],"genre_scores_gemma":[0.9983197,0.00009099464,0.0004648079,0.0000075346143,0.0000026132543,0.0000046290684,0.000076562064,0.0000074146465,0.0010257747],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999703,0.0000022508405,9.630045e-7,0.0000068412164,0.000011542577,0.000008078724],"domain_scores_gemma":[0.99994445,0.000012318324,0.00000992748,0.000007458598,0.000019189245,0.0000067008955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000059139817,0.00013259285,0.00013025457,0.00021414323,0.00032491935,0.00041099332,0.0003792184,0.00024523545,0.0019211035],"category_scores_gemma":[0.00020792056,0.00019737481,0.00012721031,0.00011101356,0.00024587955,0.0003321404,0.00016840159,0.00035054065,0.00031992534],"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":[0.00057662785,0.00014922068,0.008583749,0.00018833672,0.000026311096,0.00067296595,0.00024832253,0.008110965,0.95666784,0.016152931,0.00096885196,0.0076539214],"study_design_scores_gemma":[0.00006683589,0.00026285613,0.049404707,0.00001587755,0.000016447979,0.00039142487,0.00036773435,0.050301835,0.88778585,0.006175518,0.0051761274,0.00003479999],"about_ca_topic_score_codex":0.0036054815,"about_ca_topic_score_gemma":0.0035386092,"teacher_disagreement_score":0.0036054815,"about_ca_system_score_codex":0.0005897212,"about_ca_system_score_gemma":0.00039443272,"threshold_uncertainty_score":0.0071690083},"labels":[],"label_agreement":null},{"id":"W2024388628","doi":"10.1016/j.actamat.2003.10.034","title":"Interfacial phenomena in wettability of TiC by Al–Mg alloys","year":2003,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":94,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University","keywords":"Wetting; Sessile drop technique; Materials science; Ceramic; Drop (telecommunication); Kinetics; Adhesion; Argon; Atmospheric temperature range; Work (physics); Metallurgy; Composite material; Chemical engineering; Thermodynamics","score_opus":0.008187697058965672,"score_gpt":0.19728682676024697,"score_spread":0.18909912970128132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024388628","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":[0.9961876,0.00061378453,0.00064379425,0.000029314207,0.000013533781,0.000008767591,0.000035401456,0.00002908303,0.0024387017],"genre_scores_gemma":[0.9993755,0.00007483683,0.00006291984,0.000005606065,0.0000034410039,0.0000023298678,0.000022979297,0.00000441144,0.00044792416],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990463,0.000008204992,0.0000035431065,0.000013032602,0.000034818364,0.000035681605],"domain_scores_gemma":[0.9998952,0.000025914374,0.000021822007,0.000007735854,0.000038384303,0.000010946247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010728622,0.00019973521,0.00015492312,0.0004247277,0.00037774502,0.00044309697,0.00028331392,0.00021854628,0.0025247135],"category_scores_gemma":[0.00028708417,0.00014454612,0.00015998041,0.00023779893,0.00026877917,0.0003657861,0.00024496065,0.0002672256,0.00024448443],"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":[0.00024671652,0.000033970126,0.0021364603,0.00009415794,0.000019537225,0.00038659558,0.00025308854,0.0011581002,0.9890856,0.0020091806,0.00023692375,0.0043396526],"study_design_scores_gemma":[0.0000233771,0.0001148565,0.020376828,0.000009740529,0.000025894878,0.0002542552,0.00046777332,0.02376495,0.9526791,0.00050488976,0.001761348,0.000016936165],"about_ca_topic_score_codex":0.0035050772,"about_ca_topic_score_gemma":0.0026492733,"teacher_disagreement_score":0.0035050772,"about_ca_system_score_codex":0.0004525261,"about_ca_system_score_gemma":0.00011344037,"threshold_uncertainty_score":0.008445978},"labels":[],"label_agreement":null},{"id":"W2026241108","doi":"10.1016/j.actamat.2013.05.022","title":"Heterogeneity and phase transformation in materials: Energy minimization, iterative methods and geometric nonlinearity","year":2013,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Department of Energy","keywords":"Nonlinear system; Compatibility (geochemistry); Mathematical analysis; Iterative method; Materials science; Linear elasticity; Applied mathematics; Mathematics; Classical mechanics; Mathematical optimization; Physics; Finite element method","score_opus":0.027559460835403993,"score_gpt":0.33555225783456943,"score_spread":0.30799279699916543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026241108","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":[0.07580151,0.002523774,0.90770096,0.0016792163,0.00013740672,0.00007268389,0.00009339758,0.00018668004,0.011804507],"genre_scores_gemma":[0.73687303,0.0030010846,0.23845974,0.0003222841,0.0002443582,0.0003852324,0.00021969629,0.0005469854,0.019947577],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99973625,0.00013202005,0.000011925624,0.000029623418,0.00006862146,0.000021520073],"domain_scores_gemma":[0.99918634,0.0005443249,0.00007668372,0.000096390366,0.00006329537,0.000033014738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011510415,0.00055528514,0.00087714975,0.0007738095,0.00050795067,0.0010529682,0.0012297485,0.0012253299,0.001777717],"category_scores_gemma":[0.0032119486,0.0004255733,0.00068270846,0.000752882,0.0018021927,0.0016230736,0.0016958807,0.0013138846,0.0002968699],"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":[0.000105603816,0.00007497407,0.00058543286,0.00030418555,0.000047251655,0.00008468803,0.00014723375,0.39274132,0.0062569715,0.5580535,0.0017638009,0.03983501],"study_design_scores_gemma":[0.000018544913,0.00002085574,0.00013734498,0.00001661129,0.0000067748456,0.00002775092,0.000025875928,0.8132039,0.0014517773,0.18347724,0.0016000383,0.000013200574],"about_ca_topic_score_codex":0.0013443104,"about_ca_topic_score_gemma":0.0017699165,"teacher_disagreement_score":0.001777717,"about_ca_system_score_codex":0.0006575506,"about_ca_system_score_gemma":0.0007128164,"threshold_uncertainty_score":0.0060873628},"labels":[],"label_agreement":null},{"id":"W2026576633","doi":"10.1016/j.actamat.2014.12.035","title":"Discovery of a 〈2 1 0〉-fiber texture in medical-grade metastable beta titanium wire","year":2015,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Titanium Alloys Microstructure and Properties","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Office of Science; U.S. Department of Energy","keywords":"Materials science; Crystal twinning; Metastability; Titanium alloy; Texture (cosmology); Martensite; Stress (linguistics); Slip (aerodynamics); Alloy; Composite material; Metallurgy; Crystallography; Microstructure; Thermodynamics; Artificial intelligence","score_opus":0.024441449493803166,"score_gpt":0.25618493226449174,"score_spread":0.23174348277068857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026576633","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":[0.98292786,0.00039809747,0.0060087773,0.00025825936,0.00007353928,0.000014701294,0.00008357112,0.00015082493,0.010084304],"genre_scores_gemma":[0.995878,0.000089578796,0.0014514326,0.000037426136,0.000012448383,0.000004230255,0.000042361753,0.000033629232,0.002450842],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99995124,0.0000050857743,0.0000014425518,0.000012410855,0.00001713845,0.00001271026],"domain_scores_gemma":[0.999933,0.000015360107,0.000018113136,0.000009769347,0.00001103037,0.000012697888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007853526,0.000099507735,0.00007923931,0.00015018642,0.0002199215,0.00025962194,0.0002060577,0.00027981025,0.000917171],"category_scores_gemma":[0.00018340487,0.00012359972,0.00008263298,0.000100545694,0.00023932151,0.00023669485,0.00016327575,0.0002240747,0.00016578204],"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":[0.00009436365,0.000008924143,0.00035861434,0.00003300433,0.0000034686632,0.00021589015,0.00006128501,0.00022963138,0.9921393,0.003202504,0.00033490793,0.0033181687],"study_design_scores_gemma":[0.000017469005,0.00022944831,0.0038958297,0.0000063096095,0.000009703253,0.00041204135,0.00009064101,0.00418472,0.982324,0.0008237291,0.007995397,0.000010656746],"about_ca_topic_score_codex":0.00050983176,"about_ca_topic_score_gemma":0.00088307913,"teacher_disagreement_score":0.000917171,"about_ca_system_score_codex":0.00026748562,"about_ca_system_score_gemma":0.00013367622,"threshold_uncertainty_score":0.0030682087},"labels":[],"label_agreement":null},{"id":"W2027808666","doi":"10.1016/j.actamat.2008.04.065","title":"Texture heterogeneities induced by subtransus processing of near α titanium alloys","year":2008,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Titanium Alloys Microstructure and Properties","field":"Materials Science","cited_by":211,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; McGill University","funders":"","keywords":"Lamellar structure; Materials science; Equiaxed crystals; Microstructure; Titanium alloy; Texture (cosmology); Deformation (meteorology); Alloy; Metallurgy; Composite material","score_opus":0.021041788645701727,"score_gpt":0.2255699843745447,"score_spread":0.20452819572884298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027808666","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":[0.9970471,0.0001836773,0.00057364604,0.000017549415,0.000010402722,0.0000043045097,0.000032069544,0.000015352265,0.002115903],"genre_scores_gemma":[0.9987832,0.00005723676,0.00016181819,0.00001140106,0.0000036135852,0.0000024700814,0.00004082125,0.000012045732,0.00092749385],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999026,0.0000050413046,0.0000037061525,0.000018102293,0.000044365406,0.000026179436],"domain_scores_gemma":[0.9998927,0.000018063898,0.000035353296,0.00001235299,0.000027505228,0.000013891581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000077398334,0.00012823372,0.00018679164,0.00025567468,0.00029619393,0.00041677587,0.00020326236,0.00014736739,0.0019701705],"category_scores_gemma":[0.0002382485,0.00019683431,0.0001153979,0.0002714694,0.00026208436,0.00016826049,0.00020638035,0.00026399738,0.00022915336],"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":[0.0003467051,0.000014667634,0.0012140361,0.000018865252,0.0000060791335,0.00012057394,0.000059757516,0.00041987968,0.9956117,0.0002181957,0.00006141933,0.0019081435],"study_design_scores_gemma":[0.00003140913,0.00018708187,0.042426266,0.0000044978524,0.000020672172,0.0003352839,0.00022258215,0.0038919828,0.95078236,0.00020677784,0.0018817744,0.000009391528],"about_ca_topic_score_codex":0.001248698,"about_ca_topic_score_gemma":0.0021300965,"teacher_disagreement_score":0.0019701705,"about_ca_system_score_codex":0.00028272974,"about_ca_system_score_gemma":0.00021885219,"threshold_uncertainty_score":0.006590903},"labels":[],"label_agreement":null},{"id":"W2030652176","doi":"10.1016/j.actamat.2014.09.020","title":"Dislocation-accelerated void formation under irradiation in zirconium","year":2014,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Office of Nuclear Energy; Natural Sciences and Engineering Research Council of Canada; Nuclear Energy University Program; National Natural Science Foundation of China; Canada Foundation for Innovation; U.S. Department of Energy","keywords":"Materials science; Void (composites); Zirconium; Nucleation; Irradiation; Vacancy defect; Dislocation; Cluster (spacecraft); Zirconium alloy; Crystallography; Composite material; Chemical physics; Metallurgy; Thermodynamics; Nuclear physics","score_opus":0.025023322388222788,"score_gpt":0.23668399205195967,"score_spread":0.21166066966373687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030652176","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":[0.9973206,0.00040211662,0.0010958249,0.000034036966,0.000018509882,0.0000060844704,0.000043299253,0.000053455868,0.0010261824],"genre_scores_gemma":[0.9993161,0.000043197666,0.00014726905,0.000005037723,0.0000017339814,0.0000024150959,0.000025841164,0.000011238905,0.00044711228],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999348,0.0000054198576,0.0000022936297,0.0000128326255,0.000018066501,0.000026557052],"domain_scores_gemma":[0.99990726,0.000023020419,0.000028529326,0.000013681264,0.00001629084,0.00001124802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013098707,0.00013308863,0.00020331412,0.00012911209,0.00025786893,0.00035857098,0.00038453672,0.00024907218,0.0017431463],"category_scores_gemma":[0.00028581344,0.00017194511,0.00015782013,0.00013320264,0.00037732377,0.00031219557,0.00035862805,0.00028045152,0.00024189404],"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":[0.0007491422,0.00006750879,0.0021536667,0.00018774506,0.000022525312,0.00038320667,0.00045413792,0.0018470279,0.9857927,0.0026159107,0.00040011044,0.0053262],"study_design_scores_gemma":[0.000085810076,0.0004716549,0.012918761,0.000014029154,0.000032634318,0.00030512127,0.00037126354,0.0076176873,0.9745505,0.00063059776,0.0029765393,0.0000253809],"about_ca_topic_score_codex":0.00084286236,"about_ca_topic_score_gemma":0.0010637282,"teacher_disagreement_score":0.0017431463,"about_ca_system_score_codex":0.0004078788,"about_ca_system_score_gemma":0.0002484354,"threshold_uncertainty_score":0.005831361},"labels":[],"label_agreement":null},{"id":"W2031191229","doi":"10.1016/j.actamat.2007.09.032","title":"Analysis of texture evolution in magnesium during equal channel angular extrusion","year":2007,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":189,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Alexander von Humboldt-Stiftung","keywords":"Equal channel angular extrusion; Materials science; Nucleation; Extrusion; Shear (geology); Texture (cosmology); Magnesium; Recrystallization (geology); Simple shear; Hexagonal crystal system; Crystal plasticity; Composite material; Crystallography; Plasticity; Geometry; Metallurgy; Thermodynamics; Physics","score_opus":0.010275065335392571,"score_gpt":0.23934168080673654,"score_spread":0.22906661547134397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031191229","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":[0.9982395,0.00010363686,0.0009239489,0.000007625465,0.0000037093935,0.0000030085598,0.00007845469,0.000017762486,0.0006222714],"genre_scores_gemma":[0.9991825,0.000030823376,0.00030644893,0.0000026412786,0.0000012147882,0.0000015855811,0.00007348724,0.000009731192,0.00039153307],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999083,0.000006702584,0.0000029582593,0.000018890772,0.000036496494,0.000026614103],"domain_scores_gemma":[0.99978834,0.00007241063,0.000056341312,0.000013821235,0.00005412698,0.000015002523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011348007,0.000087655,0.00022192555,0.0003010839,0.00019558887,0.0003113992,0.00018814245,0.00021649987,0.0014944714],"category_scores_gemma":[0.00040398477,0.00010497113,0.00013125502,0.00043003267,0.0002588535,0.00020165723,0.00011819073,0.0001503171,0.00013107904],"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":[0.002462579,0.00004760894,0.012559614,0.000073824514,0.00001433853,0.00034231826,0.00027435698,0.0014848724,0.97019136,0.00018899939,0.00014840874,0.012211833],"study_design_scores_gemma":[0.0000412552,0.00046914033,0.21361282,0.000011131996,0.000042480267,0.00037297973,0.0005070759,0.014533414,0.7678025,0.000085429056,0.0024959482,0.000025896044],"about_ca_topic_score_codex":0.001806613,"about_ca_topic_score_gemma":0.002446009,"teacher_disagreement_score":0.001806613,"about_ca_system_score_codex":0.00024657327,"about_ca_system_score_gemma":0.00012729927,"threshold_uncertainty_score":0.0049995184},"labels":[],"label_agreement":null},{"id":"W2031710220","doi":"10.1016/j.actamat.2007.02.035","title":"Indentation of lipid-based particle gels: An experimental, theoretical and numerical study","year":2007,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Indentation; Materials science; Rheology; Viscoplasticity; Plasticity; Composite material; Strain hardening exponent; Hardening (computing); Constitutive equation; Deformation (meteorology); Finite element method; Mechanics; Structural engineering","score_opus":0.012045293461974655,"score_gpt":0.30599302038148024,"score_spread":0.2939477269195056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031710220","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":[0.98733485,0.00053061405,0.008709339,0.00018971827,0.000035187782,0.000030621923,0.00011912448,0.00009911461,0.0029514048],"genre_scores_gemma":[0.99603266,0.00018559174,0.0028902148,0.00001323079,0.000009490771,0.000017488741,0.000053313674,0.000016578359,0.00078154623],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998747,0.00001462961,0.0000046199125,0.000022909182,0.000060296956,0.000022724746],"domain_scores_gemma":[0.99950147,0.00027681515,0.00007288765,0.00006647087,0.000057853533,0.000024413748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024636014,0.00031840726,0.00024538935,0.0003416401,0.0005545452,0.00034463382,0.0006229375,0.0006137374,0.0019119268],"category_scores_gemma":[0.00084983616,0.00019967448,0.00021475542,0.00029137754,0.00085425645,0.00079584704,0.0003755594,0.00045671035,0.00018110215],"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":[0.0002821599,0.00022446223,0.001450546,0.00028998416,0.000018310982,0.00053587905,0.0003093555,0.025172448,0.9591892,0.0038159306,0.0003715583,0.008340198],"study_design_scores_gemma":[0.00006800988,0.00041266432,0.009489763,0.000021739814,0.000019224368,0.00052282447,0.00020817228,0.43636933,0.5492147,0.0018037196,0.001813093,0.00005673369],"about_ca_topic_score_codex":0.000663697,"about_ca_topic_score_gemma":0.0005727884,"teacher_disagreement_score":0.0019119268,"about_ca_system_score_codex":0.00029819293,"about_ca_system_score_gemma":0.00017481566,"threshold_uncertainty_score":0.006396055},"labels":[],"label_agreement":null},{"id":"W2032174261","doi":"10.1016/j.actamat.2009.03.050","title":"Development of Al2O3–TiO2Al2O3–TiO2 composite ceramics for high-power millimeter-wave applications","year":2009,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microwave Dielectric Ceramics Synthesis","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"COM DEV International","funders":"Engineering and Physical Sciences Research Council","keywords":"Materials science; Sintering; Dielectric; Ceramic; Composite number; Resonator; Composite material; Extremely high frequency; Dielectric resonator; Dielectric loss; Atmospheric temperature range; Optoelectronics; Optics","score_opus":0.011280564481809181,"score_gpt":0.20854603161095203,"score_spread":0.19726546712914286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032174261","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":[0.9622778,0.0034632152,0.026162185,0.00015482762,0.00023117282,0.00013028285,0.00024665642,0.00039650878,0.0069373115],"genre_scores_gemma":[0.98048294,0.0011288064,0.014725986,0.00003550951,0.000026533984,0.000042798514,0.00017853305,0.00004996905,0.0033289772],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999169,0.0000051685347,0.000005921664,0.000018822167,0.00003378275,0.000019368803],"domain_scores_gemma":[0.9999169,0.000008759852,0.000019275873,0.0000069776183,0.000027509197,0.000020544025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020292465,0.00027487864,0.0002267697,0.00034026828,0.00021353991,0.00038557348,0.00034456482,0.00028275023,0.0007943041],"category_scores_gemma":[0.00015481812,0.00024349341,0.00038281467,0.00025708854,0.00014865778,0.00030631374,0.000197977,0.00042918063,0.0003740136],"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":[0.00003470907,0.00001636215,0.00005327519,0.00004829726,0.000004205944,0.000031442647,0.000009608626,0.00012363838,0.998114,0.00010343061,0.00003818373,0.0014228987],"study_design_scores_gemma":[0.000016260183,0.00013255913,0.0006369571,0.0000024795697,0.000015628812,0.00006072977,0.0000113949845,0.0013984528,0.9954522,0.000025790072,0.0022423214,0.0000051610164],"about_ca_topic_score_codex":0.00067409896,"about_ca_topic_score_gemma":0.0021393155,"teacher_disagreement_score":0.0007943041,"about_ca_system_score_codex":0.00029107076,"about_ca_system_score_gemma":0.00034178654,"threshold_uncertainty_score":0.002657175},"labels":[],"label_agreement":null},{"id":"W2032664711","doi":"10.1016/s1359-6454(02)00512-8","title":"Sulfur embrittlement on γ/γ′ interface of Ni-base single crystal superalloys","year":2003,"lang":"en","type":"article","venue":"Acta Materialia","topic":"High Temperature Alloys and Creep","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Steacie Institute for Molecular Sciences; National Research Council Canada","funders":"","keywords":"Embrittlement; Materials science; Superalloy; Sulfur; Doping; Metallurgy; Crystallography; Alloy; Chemistry","score_opus":0.00967795223877155,"score_gpt":0.2136902048051314,"score_spread":0.20401225256635985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032664711","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":[0.99913055,0.000100308476,0.00013622957,0.000014860465,0.000004152131,0.0000014726095,0.000040949166,0.000011748647,0.0005596369],"genre_scores_gemma":[0.99935704,0.000036421836,0.000069204616,0.000004204092,0.0000011074738,0.0000014243482,0.000057907437,0.0000046742052,0.00046810758],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999386,0.0000035199675,0.000001941554,0.000011339029,0.00002436819,0.000020277625],"domain_scores_gemma":[0.9999186,0.000016352822,0.000018489574,0.0000067985234,0.000027929105,0.000011928902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008276546,0.00014136457,0.00018233721,0.00019227919,0.0003580671,0.00024828076,0.00036906413,0.00018784507,0.0021012733],"category_scores_gemma":[0.00022057291,0.0001132981,0.00009813028,0.0001385464,0.00020300612,0.00023224995,0.0001585098,0.0002172414,0.00016658845],"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":[0.00039927606,0.000012612369,0.0010717728,0.0000479816,0.0000100738,0.00022440396,0.00015223879,0.0003203076,0.99604416,0.00035044816,0.00013641834,0.001230308],"study_design_scores_gemma":[0.000011326297,0.00016017539,0.0074306205,0.000005778356,0.000014142825,0.00008668208,0.00035467785,0.0039105546,0.9872066,0.00008650717,0.00072585,0.000007154396],"about_ca_topic_score_codex":0.003509777,"about_ca_topic_score_gemma":0.0034695263,"teacher_disagreement_score":0.003509777,"about_ca_system_score_codex":0.00026091878,"about_ca_system_score_gemma":0.00015257661,"threshold_uncertainty_score":0.007029474},"labels":[],"label_agreement":null},{"id":"W2033030739","doi":"10.1016/j.actamat.2008.08.039","title":"The mechanisms of interfacial failure for lateral force-sensing microindentation test: finite element analysis","year":2008,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Advanced ceramic materials synthesis","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Council","keywords":"Materials science; Composite material; Finite element method; Ceramic; Ultimate tensile strength; Shear (geology); Deformation (meteorology); Stress (linguistics); Coupling (piping); Structural engineering","score_opus":0.015311279448283479,"score_gpt":0.2533910135031279,"score_spread":0.23807973405484445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033030739","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":[0.7415536,0.0005217906,0.2524084,0.00024373036,0.00005216754,0.00011475791,0.00015255413,0.00039847108,0.004554586],"genre_scores_gemma":[0.9911534,0.0000765257,0.007934957,0.000012896924,0.0000040636114,0.00002610269,0.000033514567,0.00001534144,0.00074320333],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998441,0.00001659954,0.000008608493,0.000023431752,0.00008335799,0.000023952445],"domain_scores_gemma":[0.9994072,0.0003364684,0.00007693942,0.00004942764,0.000113465154,0.000016567494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005491281,0.0004625884,0.0003848143,0.0006821673,0.0003300605,0.00053687807,0.001154412,0.0013170701,0.0020783788],"category_scores_gemma":[0.0011091633,0.00041836197,0.00042652365,0.00019395982,0.0005349939,0.0009755219,0.0002620916,0.00043689023,0.00030603178],"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":[0.00053676707,0.0004163455,0.015613519,0.00040623706,0.00006952366,0.0007654783,0.00033546312,0.32536045,0.5809685,0.016112162,0.00094410754,0.058471534],"study_design_scores_gemma":[0.000007488654,0.000051610346,0.0033306135,0.000008647374,0.000012032706,0.00010158189,0.000041370102,0.9644724,0.030981194,0.0008134573,0.00016534032,0.000014129508],"about_ca_topic_score_codex":0.0009713049,"about_ca_topic_score_gemma":0.0012705056,"teacher_disagreement_score":0.0020783788,"about_ca_system_score_codex":0.00037711824,"about_ca_system_score_gemma":0.0003520192,"threshold_uncertainty_score":0.006952882},"labels":[],"label_agreement":null},{"id":"W2033081507","doi":"10.1016/j.actamat.2010.11.005","title":"In situ X-ray observation of semi-solid deformation and failure in Al–Cu alloys","year":2010,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":80,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada; Competence Centre for Materials Science and Technology","keywords":"Materials science; Coalescence (physics); Ultimate tensile strength; Nucleation; Deformation (meteorology); Alloy; Tearing; Necking; Synchrotron; Intermetallic; Composite material; Void (composites); Synchrotron radiation; Metallurgy; Thermodynamics; Optics","score_opus":0.0072561378703068224,"score_gpt":0.20416290811455104,"score_spread":0.19690677024424422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033081507","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":[0.9972696,0.00020561053,0.0007519795,0.000029731409,0.000008238465,0.0000062306985,0.000114886854,0.000037762366,0.0015758716],"genre_scores_gemma":[0.99884367,0.000056322875,0.00031998492,0.000008218452,0.0000055293544,0.0000056507924,0.00006567327,0.0000128128795,0.00068220135],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998542,0.000018902545,0.000007158256,0.000030203473,0.00005283573,0.000036703907],"domain_scores_gemma":[0.999739,0.000076909055,0.00006281674,0.0000408683,0.00005869118,0.000021744896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015168752,0.00023778078,0.00031305425,0.0005148832,0.00048706675,0.00053576776,0.0006325663,0.000574284,0.0021077031],"category_scores_gemma":[0.00028548526,0.0003352619,0.00019679229,0.00045857925,0.0006702339,0.00039793833,0.00042913298,0.00046352853,0.00030991537],"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":[0.00057844585,0.000050805847,0.0023437697,0.000063301246,0.00001441326,0.00019710034,0.00021186436,0.00040610257,0.99397755,0.00013902302,0.00013690189,0.0018806782],"study_design_scores_gemma":[0.000058656547,0.0003533909,0.09677928,0.000014589383,0.000030564872,0.00048812237,0.00052233436,0.006094182,0.8938225,0.00015704239,0.0016561842,0.000023237986],"about_ca_topic_score_codex":0.001594889,"about_ca_topic_score_gemma":0.0019869723,"teacher_disagreement_score":0.0021077031,"about_ca_system_score_codex":0.0003378309,"about_ca_system_score_gemma":0.0001397994,"threshold_uncertainty_score":0.007050991},"labels":[],"label_agreement":null},{"id":"W2033623809","doi":"10.1016/j.actamat.2011.10.011","title":"Foaming behavior of powder metallurgical Al–Sn foams","year":2011,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; McGill University","funders":"General Motors of Canada; Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Ciencia y Tecnología","keywords":"Materials science; Foaming agent; Differential scanning calorimetry; Coalescence (physics); Sphericity; Compaction; Powder metallurgy; Composite material; Melting point; Metallurgy; Sintering; Porosity; Thermodynamics","score_opus":0.015811346417088312,"score_gpt":0.2034640156398784,"score_spread":0.18765266922279009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033623809","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":[0.99894387,0.00020075908,0.00031993006,0.000014512376,0.000006758285,0.000002107618,0.00006377869,0.000021078362,0.00042726815],"genre_scores_gemma":[0.9993801,0.000046298795,0.00018821404,0.000005054374,0.0000036538681,0.0000016107875,0.00008279337,0.000004314417,0.00028781028],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99971217,0.000031832118,0.000021891921,0.000056316072,0.0000969701,0.00008075618],"domain_scores_gemma":[0.9996537,0.0001226655,0.00005283587,0.000029955903,0.00011021354,0.000030599505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022277016,0.00019620324,0.00021215281,0.00049295987,0.0002793435,0.00019017853,0.00016497435,0.00034172725,0.0028790585],"category_scores_gemma":[0.0005963356,0.00012156031,0.0002287094,0.00024689414,0.00029100056,0.00030054586,0.0001481649,0.00024781673,0.00025683324],"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":[0.0010183164,0.000040836832,0.0017836379,0.00008299137,0.000016603894,0.00018364494,0.00022908271,0.0011640094,0.98702383,0.00017037429,0.00016949866,0.008117127],"study_design_scores_gemma":[0.000012163328,0.00056079193,0.0060541253,0.000008949357,0.000015083753,0.00011326094,0.00011016326,0.0077276016,0.98460096,0.00007107806,0.0007135322,0.000012180856],"about_ca_topic_score_codex":0.0015917349,"about_ca_topic_score_gemma":0.001230598,"teacher_disagreement_score":0.0028790585,"about_ca_system_score_codex":0.00021303396,"about_ca_system_score_gemma":0.000094674,"threshold_uncertainty_score":0.009631395},"labels":[],"label_agreement":null},{"id":"W2035411037","doi":"10.1016/j.actamat.2011.12.036","title":"Electromechanical response of piezoelectric foams","year":2012,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":72,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Piezoelectricity; Composite material; Figure of merit; Dielectric; Porosity; Volume fraction; Acoustic impedance; Piezoelectric coefficient; Hydrostatic equilibrium; Hydrostatic pressure; Electrical impedance; Optoelectronics; Mechanics","score_opus":0.014074799845841196,"score_gpt":0.2411198387209626,"score_spread":0.2270450388751214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035411037","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":[0.994463,0.00025019134,0.0023137582,0.00011128781,0.000023607048,0.0000045790634,0.000040640338,0.000025483956,0.0027673938],"genre_scores_gemma":[0.99881434,0.000059067323,0.00036989272,0.000014326651,0.00000378548,0.0000023356542,0.000023029032,0.0000034014308,0.00070979854],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999038,0.00001404466,0.000002972754,0.00001233141,0.000040568862,0.00002625515],"domain_scores_gemma":[0.9997447,0.00015869334,0.000021307542,0.00001267892,0.000043785367,0.000018871693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010873255,0.00014042882,0.00012560553,0.00026108677,0.0001780301,0.0001777609,0.00017585621,0.00030090136,0.004437707],"category_scores_gemma":[0.0008649634,0.00011170869,0.00009829201,0.00012497327,0.0003198433,0.00021280091,0.00026783653,0.00018433986,0.0002882888],"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":[0.00050546485,0.000048045844,0.0008614413,0.00006980962,0.0000111455865,0.00032091117,0.00015068096,0.004391191,0.97794867,0.0009647634,0.00024996282,0.014477836],"study_design_scores_gemma":[0.000090092515,0.0011849098,0.01973021,0.00004461039,0.000025212395,0.0012260408,0.0006765428,0.112889916,0.85454637,0.004051319,0.005474032,0.00006090636],"about_ca_topic_score_codex":0.00022861062,"about_ca_topic_score_gemma":0.00017220451,"teacher_disagreement_score":0.004437707,"about_ca_system_score_codex":0.000079754805,"about_ca_system_score_gemma":0.000060809623,"threshold_uncertainty_score":0.01484561},"labels":[],"label_agreement":null},{"id":"W2036962030","doi":"10.1016/j.actamat.2008.07.043","title":"Micromechanisms and mechanics of ultra-mild wear in Al–Si alloys","year":2008,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":88,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor; General Motors (Canada); Natural Sciences and Engineering Research Council","funders":"Natural Sciences and Engineering Research Council of Canada; General Motors of Canada","keywords":"Materials science; Aluminium; Microstructure; Silicon; Metallurgy; Alloy; Electron microscope; Composite material; Optics","score_opus":0.013939916417167967,"score_gpt":0.1908136928952348,"score_spread":0.17687377647806685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036962030","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":[0.9926421,0.000905168,0.0035537535,0.00012262155,0.000030761814,0.000014939246,0.00003100267,0.000061006584,0.002638681],"genre_scores_gemma":[0.99902284,0.000103371975,0.00026031217,0.0000062829085,0.0000059719055,0.0000034397897,0.000009567937,0.0000023279622,0.0005859399],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999217,0.00000859669,0.0000045520596,0.0000103497305,0.000037619193,0.000017164293],"domain_scores_gemma":[0.99988306,0.000030270958,0.000027037328,0.000017688648,0.000025086938,0.000016851345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018730316,0.00018118318,0.0001671807,0.00033347233,0.0003905551,0.00053429545,0.00037904276,0.00034356487,0.0016729509],"category_scores_gemma":[0.00029859148,0.00030822871,0.0001843657,0.00012463862,0.0009146656,0.00034480536,0.00028471928,0.00022776841,0.00021935065],"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":[0.0005783679,0.00020456307,0.007703285,0.00020517442,0.000035075067,0.0006979237,0.0008528824,0.028766343,0.92243576,0.016551787,0.0006043561,0.021364337],"study_design_scores_gemma":[0.00016855355,0.0013713681,0.22956909,0.00004955782,0.000056213106,0.0018767364,0.002942292,0.41591623,0.3017762,0.031856373,0.014197501,0.00021979399],"about_ca_topic_score_codex":0.001175649,"about_ca_topic_score_gemma":0.0015179508,"teacher_disagreement_score":0.0016729509,"about_ca_system_score_codex":0.00026534742,"about_ca_system_score_gemma":0.00024633217,"threshold_uncertainty_score":0.005596578},"labels":[],"label_agreement":null},{"id":"W2037133157","doi":"10.1016/j.actamat.2014.01.007","title":"Influence of Fe-rich intermetallics on solidification defects in Al–Si–Cu alloys","year":2014,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":168,"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, Okanagan Campus; University of British Columbia","funders":"Engineering and Physical Sciences Research Council; Competence Centre for Materials Science and Technology; Diamond Light Source; Ford Motor Company","keywords":"Intermetallic; Materials science; Alloy; Microstructure; Metallurgy; Porosity; Brittleness; Nucleation; Deformation (meteorology); Directional solidification; Composite material; Thermodynamics","score_opus":0.008358295404973473,"score_gpt":0.20980916182868353,"score_spread":0.20145086642371007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037133157","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":[0.9993787,0.000163474,0.00022212308,0.000004142297,0.0000014390034,0.0000031451561,0.000022593935,0.00001372632,0.0001906748],"genre_scores_gemma":[0.99965703,0.0000414993,0.00017148454,0.00000233128,7.3749794e-7,0.000001869064,0.000024463418,0.000004733061,0.00009596339],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998584,0.000022386555,0.000013403815,0.00002815073,0.000041506868,0.000036284087],"domain_scores_gemma":[0.99972767,0.00009339267,0.00007366363,0.000023731209,0.0000467185,0.00003488422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015898692,0.00023531861,0.00021965096,0.000291091,0.00019272999,0.00031069905,0.00019170767,0.0002491869,0.00066008593],"category_scores_gemma":[0.0003017756,0.0001943117,0.000118432836,0.00013342,0.0002699518,0.00017855932,0.00016758498,0.00017813452,0.00010086913],"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":[0.0002493963,0.000020397096,0.0010349372,0.00003749862,0.000008680654,0.00007667795,0.000035922436,0.0008689844,0.9965323,0.0000409874,0.000012430573,0.0010818274],"study_design_scores_gemma":[0.0000074755953,0.00016280443,0.0069284295,0.0000036033348,0.000008337498,0.00005055003,0.000035374484,0.0028268662,0.98977077,0.000021540875,0.00018067562,0.0000035346577],"about_ca_topic_score_codex":0.0009864391,"about_ca_topic_score_gemma":0.0017345037,"teacher_disagreement_score":0.0009864391,"about_ca_system_score_codex":0.00024460707,"about_ca_system_score_gemma":0.00013367929,"threshold_uncertainty_score":0.0022082329},"labels":[],"label_agreement":null},{"id":"W2037633582","doi":"10.1016/j.actamat.2013.12.002","title":"Stability of the two-phase (α/ω) microstructure of shocked zirconium","year":2014,"lang":"en","type":"article","venue":"Acta Materialia","topic":"High-pressure geophysics and materials","field":"Earth and Planetary Sciences","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kinectrics (Canada); Queen's University","funders":"","keywords":"Materials science; Microstructure; Phase (matter); Isothermal process; Zirconium; Metastability; Thermodynamics; Thermal expansion; Volume fraction; Dislocation; Composite material; Crystallography; Metallurgy; Chemistry","score_opus":0.010045906162766315,"score_gpt":0.22354816494745275,"score_spread":0.21350225878468643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037633582","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":[0.99772257,0.000105178675,0.000863624,0.00003907927,0.000011778728,0.0000043784507,0.00012011208,0.000027908938,0.00110537],"genre_scores_gemma":[0.9993687,0.000028373042,0.00010754039,0.000006710111,0.0000034984696,0.0000021100957,0.00007774573,0.0000043352125,0.00040096632],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999591,0.0000035204962,0.0000020592395,0.000014710806,0.000010737854,0.000009870274],"domain_scores_gemma":[0.9999032,0.000010960823,0.000025791402,0.000012604441,0.00003145512,0.000015993946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009914848,0.00013313064,0.00009960077,0.00033060723,0.00025680754,0.0005867343,0.00027246357,0.00023431693,0.0017248885],"category_scores_gemma":[0.00046421966,0.00017236812,0.00007984947,0.00014423208,0.0004464209,0.00034717732,0.00025721136,0.0002098927,0.00014726892],"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":[0.00076489476,0.00006179276,0.012540516,0.000089996975,0.000028602244,0.00023615519,0.00028602945,0.005995005,0.9631375,0.00947062,0.00046976891,0.0069191214],"study_design_scores_gemma":[0.00019875604,0.00084225205,0.28328657,0.00003115015,0.000047526304,0.0006051909,0.0010067367,0.099208154,0.60080785,0.008265584,0.0056340285,0.00006615304],"about_ca_topic_score_codex":0.0019103341,"about_ca_topic_score_gemma":0.0010851538,"teacher_disagreement_score":0.0019103341,"about_ca_system_score_codex":0.00037128842,"about_ca_system_score_gemma":0.00021244734,"threshold_uncertainty_score":0.0057703853},"labels":[],"label_agreement":null},{"id":"W2038415521","doi":"10.1016/j.actamat.2008.12.022","title":"Modeling cast IN-738 superalloy gas tungsten arc welds","year":2009,"lang":"de","type":"article","venue":"Acta Materialia","topic":"High Temperature Alloys and Creep","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Welding; Weld pool; Shielding gas; Superalloy; Gas tungsten arc welding; Heat-affected zone; Mechanics; Tungsten; Metallurgy; Temperature gradient; Arc welding; Composite material; Alloy","score_opus":0.00870598198509917,"score_gpt":0.20856322970394003,"score_spread":0.19985724771884086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038415521","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":[0.78831065,0.00049973937,0.1116124,0.0003146174,0.00012970816,0.00021586272,0.0010766016,0.0013976282,0.096442886],"genre_scores_gemma":[0.9759651,0.00017455644,0.007790672,0.000020711434,0.000009829916,0.000054198714,0.00024308161,0.00020571482,0.015536274],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998883,0.000015860045,0.000003687228,0.000015207068,0.000043955253,0.000032987842],"domain_scores_gemma":[0.9996854,0.00013129879,0.000043101027,0.000028122893,0.000079416415,0.000032732823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002664319,0.00057737366,0.00068089657,0.0005136602,0.00063112733,0.001188138,0.0014432982,0.0015804861,0.0077406787],"category_scores_gemma":[0.0007459025,0.00065911503,0.0006787879,0.0003794576,0.0005246376,0.00048668086,0.0004265308,0.00045707164,0.0007212933],"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":[0.000029757204,0.000023397986,0.00035081067,0.000034111243,0.000008508671,0.000054655357,0.000020617423,0.99452704,0.0021030344,0.0015581003,0.00012236576,0.0011676289],"study_design_scores_gemma":[0.0000074651884,0.0000130964045,0.00019781668,0.000003244142,0.000004075388,0.000008126874,0.000014495237,0.9985209,0.0007054905,0.0001903477,0.0003316821,0.0000033171432],"about_ca_topic_score_codex":0.0406692,"about_ca_topic_score_gemma":0.037961815,"teacher_disagreement_score":0.0406692,"about_ca_system_score_codex":0.001494429,"about_ca_system_score_gemma":0.0019817338,"threshold_uncertainty_score":0.080864966},"labels":[],"label_agreement":null},{"id":"W2039875807","doi":"10.1016/j.actamat.2006.10.030","title":"Tetragonal phase stability in ZrO2 film formed on zirconium alloys and its effects on corrosion resistance","year":2006,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":172,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Tetragonal crystal system; Microstructure; Equiaxed crystals; Oxide; Metallurgy; Corrosion; Phase (matter); Zirconium; Intermetallic; Composite material; Stress (linguistics); Alloy","score_opus":0.017003525180402566,"score_gpt":0.24394375420281178,"score_spread":0.2269402290224092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039875807","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":[0.99883515,0.0004977518,0.00020588835,0.000019775112,0.000008660546,0.0000022478093,0.00005776283,0.000015817313,0.00035697446],"genre_scores_gemma":[0.9992924,0.0001088374,0.00010008029,0.0000047442927,0.0000029236937,0.0000013570906,0.000062928775,0.0000074097566,0.00041931157],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990034,0.000011424528,0.00000763687,0.000019781839,0.000026219677,0.00003454923],"domain_scores_gemma":[0.99982774,0.00003742509,0.000042480715,0.000017382072,0.000053817752,0.000021140617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011583867,0.00016438644,0.0001855011,0.0002466116,0.00021016646,0.000378247,0.00030385712,0.00024870058,0.0013373813],"category_scores_gemma":[0.0003372766,0.00019836795,0.00015106729,0.00019320157,0.00020166184,0.00024346719,0.00009004018,0.00030527762,0.00017844001],"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":[0.00063148997,0.000019699564,0.0006050654,0.00003952545,0.000010241338,0.00008425689,0.00005719317,0.00012413281,0.9970074,0.00010154301,0.000047218782,0.0012722624],"study_design_scores_gemma":[0.000013753256,0.00014264775,0.0032904996,0.000002549722,0.000014578809,0.000049881663,0.000057995778,0.0008065885,0.99520504,0.000021057229,0.00039105755,0.000004318419],"about_ca_topic_score_codex":0.002255657,"about_ca_topic_score_gemma":0.0021585482,"teacher_disagreement_score":0.002255657,"about_ca_system_score_codex":0.0002617717,"about_ca_system_score_gemma":0.00014004984,"threshold_uncertainty_score":0.0044850707},"labels":[],"label_agreement":null},{"id":"W2039937810","doi":"10.1016/j.actamat.2005.08.030","title":"Atomic-scale simulations of nanoindentation-induced plasticity in copper crystals with nanometer-sized nickel coatings","year":2005,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":118,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Kingston University","keywords":"Materials science; Nanoindentation; Copper; Nickel; Dislocation; Thin film; Composite material; Nanometre; Deformation mechanism; Metallurgy; Indentation hardness; Strengthening mechanisms of materials; Slip (aerodynamics); Deformation (meteorology); Hardness; Nanoscopic scale; Plasticity; Microstructure; Nanotechnology","score_opus":0.013923177459553616,"score_gpt":0.22377693010887367,"score_spread":0.20985375264932005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039937810","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":[0.9800764,0.00015661781,0.0022556267,0.00050306605,0.00008166928,0.000041582785,0.00025354707,0.00016174788,0.016469713],"genre_scores_gemma":[0.99773455,0.000051725554,0.0009857381,0.00005078124,0.00001505644,0.00003069979,0.00013446408,0.000043871998,0.0009530758],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99974614,0.00003604069,0.00001134592,0.000027110924,0.0000856705,0.000093645634],"domain_scores_gemma":[0.9987268,0.00065414846,0.000121776655,0.00012918346,0.00019186408,0.00017618916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028998606,0.00047292656,0.00078994577,0.00060506136,0.0015410777,0.0010899683,0.001747914,0.001843533,0.0053432],"category_scores_gemma":[0.002548892,0.0008482117,0.00066966825,0.0007385672,0.0016572224,0.0008503016,0.00068876985,0.0012952283,0.00025221534],"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":[0.000120299206,0.00015736774,0.0023549714,0.00006227152,0.000048543938,0.00023529172,0.00010584281,0.98845285,0.0024052076,0.004246673,0.0007436681,0.0010670796],"study_design_scores_gemma":[0.000042678344,0.000033789758,0.001049604,0.0000046694413,0.0000069815746,0.00001230518,0.000044493725,0.9975447,0.00063776725,0.00041802492,0.00019437063,0.000010576737],"about_ca_topic_score_codex":0.039923415,"about_ca_topic_score_gemma":0.027093627,"teacher_disagreement_score":0.039923415,"about_ca_system_score_codex":0.0024496105,"about_ca_system_score_gemma":0.0017572982,"threshold_uncertainty_score":0.07938212},"labels":[],"label_agreement":null},{"id":"W2040070297","doi":"10.1016/j.actamat.2009.10.016","title":"Spinodal single-domain→polydomain transition and P–E hysteresis in thin ferroelectric films","year":2009,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Ferroelectric and Piezoelectric Materials","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Spinodal; Materials science; Hysteresis; Ferroelectricity; Nucleation; Condensed matter physics; Thin film; Phase transition; Spinodal decomposition; Phase (matter); Thermodynamics; Nanotechnology; Physics; Optoelectronics; Dielectric","score_opus":0.012173683463092222,"score_gpt":0.222741391592194,"score_spread":0.21056770812910178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040070297","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":[0.9979899,0.00023512385,0.0004759059,0.000045081957,0.000009601632,0.000003104662,0.000032481163,0.000024429513,0.0011843693],"genre_scores_gemma":[0.9991881,0.00007243455,0.00019906637,0.0000110073415,0.0000048536826,0.0000039773668,0.000054338325,0.000005965647,0.00046021922],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999654,0.0000032186683,0.0000015907129,0.000010484848,0.000009884599,0.000009432022],"domain_scores_gemma":[0.99985087,0.00007914095,0.000019397838,0.00001667928,0.000015501733,0.000018356486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006866112,0.00012809708,0.00014375604,0.00029345535,0.00035837872,0.000321212,0.000292313,0.00030089993,0.0020675892],"category_scores_gemma":[0.00036184557,0.00020242123,0.00008178445,0.00021431931,0.00041459585,0.00039332712,0.00018377668,0.0005453866,0.00014501966],"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":[0.00030186854,0.00009446733,0.0011290114,0.0000949033,0.000014432179,0.00050955615,0.00015313773,0.0002748691,0.99309206,0.00095697364,0.00026849407,0.0031101808],"study_design_scores_gemma":[0.00007816571,0.00017697962,0.029257536,0.00001465475,0.000018555149,0.00070193096,0.00027183068,0.007418261,0.95976555,0.0012198761,0.0010630643,0.000013643651],"about_ca_topic_score_codex":0.0004068889,"about_ca_topic_score_gemma":0.00051938824,"teacher_disagreement_score":0.0020675892,"about_ca_system_score_codex":0.00013396461,"about_ca_system_score_gemma":0.00006842352,"threshold_uncertainty_score":0.006916821},"labels":[],"label_agreement":null},{"id":"W2041153179","doi":"10.1016/j.actamat.2013.03.021","title":"3-D granular modeling and in situ X-ray tomographic imaging: A comparative study of hot tearing formation and semi-solid deformation in Al–Cu alloys","year":2013,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":83,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Competence Centre for Materials Science and Technology","keywords":"Tearing; Materials science; Necking; Intergranular corrosion; Deformation (meteorology); Ultimate tensile strength; Composite material; Shear (geology); Drop (telecommunication); Metallurgy; Microstructure","score_opus":0.01338437824838147,"score_gpt":0.22314790118725475,"score_spread":0.2097635229388733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041153179","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":[0.9834774,0.00019272909,0.014811974,0.000029397474,0.0000058277124,0.000021775606,0.000076919685,0.000116542025,0.001267459],"genre_scores_gemma":[0.9975727,0.00005547802,0.002173706,0.0000025462393,0.000001618289,0.0000030098608,0.000021430087,0.000010816982,0.00015858765],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999199,0.000014658679,0.0000065122354,0.000014204427,0.000031196665,0.0000133995],"domain_scores_gemma":[0.9998011,0.000076745324,0.000037086844,0.00003855642,0.000032728334,0.000013795416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014776335,0.00022962515,0.0002760197,0.00051685947,0.00024827768,0.00076477136,0.00040769865,0.00048363814,0.0007834003],"category_scores_gemma":[0.00042380596,0.00030838247,0.00022111724,0.00066839234,0.00043228068,0.00045210333,0.00022402,0.0001766951,0.00009755043],"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":[0.0015121034,0.0005550386,0.030200379,0.00042652377,0.000078000216,0.0017561368,0.001322701,0.19348334,0.72821766,0.0024149935,0.00037702027,0.039656118],"study_design_scores_gemma":[0.00003235525,0.00021820342,0.047988094,0.000014921169,0.00004558303,0.0007964836,0.0006226203,0.8267194,0.12228075,0.00036732512,0.00086906936,0.000045195615],"about_ca_topic_score_codex":0.0029033648,"about_ca_topic_score_gemma":0.003163957,"teacher_disagreement_score":0.0029033648,"about_ca_system_score_codex":0.00031203547,"about_ca_system_score_gemma":0.00025072164,"threshold_uncertainty_score":0.0057728887},"labels":[],"label_agreement":null},{"id":"W2041333032","doi":"10.1016/j.actamat.2008.04.055","title":"A three-phase simulation of the effect of microstructural features on semi-solid tensile deformation","year":2008,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":62,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Deformation (meteorology); Ultimate tensile strength; Phase (matter); Composite material; Microstructure; Metallurgy","score_opus":0.009729187230795416,"score_gpt":0.2647510862706889,"score_spread":0.2550218990398935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041333032","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":[0.9514398,0.00009724737,0.028207242,0.00026720707,0.000058802045,0.00008259741,0.0004997454,0.00041216926,0.018935202],"genre_scores_gemma":[0.9940205,0.00003288966,0.0047604484,0.000027125108,0.0000043261402,0.000033089058,0.00010879013,0.000045291432,0.00096737157],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989486,0.000023155213,0.000004653959,0.000014681732,0.00003408049,0.000028505177],"domain_scores_gemma":[0.9992791,0.00045999192,0.000060177823,0.000061521525,0.000079267484,0.000060031252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025628973,0.00036884044,0.0005365535,0.0003422786,0.0004611021,0.0005985721,0.00092858035,0.0014570021,0.004571199],"category_scores_gemma":[0.0013938627,0.0004221574,0.0004200043,0.0005126133,0.0008479701,0.00050684094,0.0004341319,0.00048569212,0.00023804755],"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":[0.00008938333,0.000059183327,0.0006535865,0.000025180874,0.000011039848,0.00007685056,0.000044279197,0.9934056,0.0023870168,0.0017171088,0.00015119262,0.0013797259],"study_design_scores_gemma":[0.000019078292,0.000024676125,0.0001827089,0.0000015979983,0.0000028835711,0.000006693834,0.000009852304,0.9987631,0.00068591186,0.00020999704,0.00009014152,0.0000033502367],"about_ca_topic_score_codex":0.0072071976,"about_ca_topic_score_gemma":0.0058468804,"teacher_disagreement_score":0.0072071976,"about_ca_system_score_codex":0.00054904463,"about_ca_system_score_gemma":0.0008721768,"threshold_uncertainty_score":0.015292168},"labels":[],"label_agreement":null},{"id":"W2046735523","doi":"10.1016/j.actamat.2007.12.060","title":"Molecular dynamics study of liquid metal infiltration during brazing","year":2008,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Dissolution; Materials science; Molecular dynamics; Infiltration (HVAC); Arrhenius equation; Liquid metal; Thermodynamics; Penetration (warfare); Metal; Capillary action; Physical chemistry; Metallurgy; Composite material; Activation energy; Computational chemistry; Chemistry; Physics","score_opus":0.01849334488147283,"score_gpt":0.24532766518238788,"score_spread":0.22683432030091505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046735523","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":[0.9959371,0.00011386502,0.0016270771,0.00010362418,0.000011292652,0.000008011516,0.00005970059,0.000060160968,0.0020791767],"genre_scores_gemma":[0.99906474,0.000051438816,0.000404047,0.000007295241,0.0000023361642,0.0000054446687,0.000050608352,0.000014094518,0.00040002028],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999714,0.0000026837517,6.484616e-7,0.0000054840193,0.000007930694,0.000011879839],"domain_scores_gemma":[0.9999348,0.00002556613,0.000014001978,0.0000048014526,0.00001055589,0.000010322698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000049601735,0.00019923327,0.0002504402,0.00015097743,0.00037012753,0.00037212667,0.0002914109,0.00026481415,0.002206326],"category_scores_gemma":[0.00019297031,0.00016351459,0.0001383559,0.00022793438,0.00032375703,0.00046771308,0.00014603193,0.00041307465,0.00014758676],"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":[0.0012636764,0.00055380055,0.0078025553,0.00035817793,0.00009079158,0.0009227866,0.0009799723,0.13025229,0.8250846,0.01235963,0.0018997838,0.01843189],"study_design_scores_gemma":[0.00010351355,0.00029229728,0.011827929,0.000018571085,0.000029377856,0.00008066343,0.00025298534,0.86431026,0.12012224,0.00091360195,0.002011368,0.000037205045],"about_ca_topic_score_codex":0.002468468,"about_ca_topic_score_gemma":0.002166696,"teacher_disagreement_score":0.002468468,"about_ca_system_score_codex":0.0004665856,"about_ca_system_score_gemma":0.0002763552,"threshold_uncertainty_score":0.007380903},"labels":[],"label_agreement":null},{"id":"W2047662119","doi":"10.1016/s1359-6454(02)00148-9","title":"On the generation of thixotropic structures during melting of Mg-9%Al-1%Zn alloy","year":2002,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Husky Injection Molding Systems (Canada)","funders":"","keywords":"Materials science; Ostwald ripening; Equiaxed crystals; Alloy; Microstructure; Thixotropy; Coalescence (physics); Volume fraction; Metallurgy; Melting point; Thermomechanical processing; Composite material; Nanotechnology","score_opus":0.023323854987937688,"score_gpt":0.1932838112741276,"score_spread":0.16995995628618993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047662119","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":[0.99664897,0.00041764978,0.00081988267,0.00003223909,0.000008506528,0.0000059428476,0.000048058882,0.000021761016,0.001997003],"genre_scores_gemma":[0.9989858,0.000103368635,0.00022746337,0.0000049982204,0.0000015661533,0.0000021638468,0.000028432287,0.0000074864065,0.00063864596],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99996006,0.0000040747786,0.000001035257,0.000008183588,0.000013497668,0.000013112566],"domain_scores_gemma":[0.99993694,0.000019494966,0.000017591956,0.000008089379,0.000012818,0.0000049222035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000064044245,0.00009431896,0.000120263816,0.00012283612,0.00027391565,0.00023370002,0.00017202449,0.0001545631,0.001192702],"category_scores_gemma":[0.00020082352,0.00011825972,0.00009520533,0.000096898206,0.00023622566,0.0001838319,0.00017132208,0.0001903104,0.0002090084],"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":[0.00032860745,0.00000933329,0.00073486223,0.00005943385,0.000006011147,0.00017121527,0.00017461117,0.0005271889,0.9947491,0.0006857238,0.00011957632,0.0024343096],"study_design_scores_gemma":[0.000010514467,0.00006316766,0.004292487,0.000005261429,0.000006552458,0.00008502869,0.0000778718,0.0026119605,0.99159616,0.000113388516,0.0011336002,0.000004094687],"about_ca_topic_score_codex":0.0009153765,"about_ca_topic_score_gemma":0.0013087359,"teacher_disagreement_score":0.001192702,"about_ca_system_score_codex":0.00027673828,"about_ca_system_score_gemma":0.00012555858,"threshold_uncertainty_score":0.003989935},"labels":[],"label_agreement":null},{"id":"W2048021656","doi":"10.1016/s1359-6454(03)00231-3","title":"Eshelby tensor for piezoelectric inclusion and application to modeling of domain switching and evolution","year":2003,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Composite Material Mechanics","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Piezoelectricity; Materials science; Anisotropy; Electric displacement field; Tensor (intrinsic definition); Crystallite; Ferroelectricity; Polarization (electrochemistry); Condensed matter physics; Mathematical analysis; Physics; Composite material; Mathematics; Optics; Geometry; Dielectric","score_opus":0.0049894543140616724,"score_gpt":0.20313506992437028,"score_spread":0.1981456156103086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048021656","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":[0.037676796,0.00083063677,0.9448183,0.00044073068,0.00036466564,0.000082585684,0.00012220559,0.00023541038,0.015428699],"genre_scores_gemma":[0.703675,0.0023569076,0.25050095,0.00024399624,0.00026486325,0.0003058429,0.00021363741,0.0005513402,0.041887537],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998091,0.00005667396,0.000013557886,0.000024300105,0.000074041374,0.000022359358],"domain_scores_gemma":[0.9995561,0.00012347766,0.00005350023,0.00007470267,0.00012924377,0.000062947904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007887318,0.0009133575,0.00083066535,0.0013212697,0.00086584815,0.001354608,0.0011812324,0.0015576859,0.0028538122],"category_scores_gemma":[0.0019280738,0.00039522498,0.000641812,0.00095701066,0.001154693,0.0020178268,0.0011371841,0.0014323674,0.0004977223],"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":[0.000043779368,0.000095838215,0.00044759922,0.00011672472,0.000021150441,0.00019031514,0.00016840834,0.3254597,0.010057269,0.6387649,0.0018596475,0.022774635],"study_design_scores_gemma":[0.0000037034754,0.0000064966907,0.000059116584,0.000005229276,0.000003407873,0.00002713217,0.000013255878,0.9697752,0.0009225663,0.027627822,0.0015474395,0.000008611232],"about_ca_topic_score_codex":0.0033341884,"about_ca_topic_score_gemma":0.0039266245,"teacher_disagreement_score":0.0033341884,"about_ca_system_score_codex":0.00086045125,"about_ca_system_score_gemma":0.0012672227,"threshold_uncertainty_score":0.009546936},"labels":[],"label_agreement":null},{"id":"W2050805860","doi":"10.1016/j.actamat.2015.01.051","title":"The electronic origin of strengthening and ductilizing magnesium by solid solutes","year":2015,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":80,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Western Canada Research Grid; Compute Canada","keywords":"Ductility (Earth science); Materials science; Magnesium; Work (physics); Metal; Metallurgy; Composite material; Thermodynamics","score_opus":0.022188570936861374,"score_gpt":0.25817281590347907,"score_spread":0.23598424496661768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050805860","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":[0.9658105,0.0017442735,0.00871477,0.0011525623,0.00029763294,0.000019384948,0.000074923424,0.00011890097,0.022067128],"genre_scores_gemma":[0.99586296,0.000350096,0.00094756304,0.0000841804,0.00004777204,0.000009275608,0.000031659,0.000022527833,0.0026440322],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999941,0.00001026402,0.000003011122,0.00000845557,0.000017294695,0.000019976818],"domain_scores_gemma":[0.99987173,0.00004326565,0.000019304254,0.000033621684,0.000021931797,0.0000101127325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018548183,0.00018361589,0.00020582973,0.00046397262,0.0007319291,0.0005827553,0.00058481266,0.0005149794,0.0041774646],"category_scores_gemma":[0.00048121877,0.00017192577,0.00014729434,0.0002679504,0.0013681464,0.0008993483,0.0008185995,0.00036915668,0.00035129808],"study_design_candidate":"bench_or_experimental","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":[0.0007180368,0.00009710882,0.0018216172,0.0005442002,0.000033090822,0.00075705245,0.0005664383,0.00446338,0.42590678,0.5433874,0.002106841,0.019598082],"study_design_scores_gemma":[0.00035097264,0.00067042845,0.01063767,0.0000968688,0.00005880783,0.0011445852,0.0011482877,0.051018342,0.68430907,0.2209263,0.029540924,0.00009778548],"about_ca_topic_score_codex":0.00026356906,"about_ca_topic_score_gemma":0.00038124522,"teacher_disagreement_score":0.0041774646,"about_ca_system_score_codex":0.000275636,"about_ca_system_score_gemma":0.00014463147,"threshold_uncertainty_score":0.013974965},"labels":[],"label_agreement":null},{"id":"W2053282895","doi":"10.1016/j.actamat.2014.08.043","title":"Amorphous W–S–N thin films: The atomic structure behind ultra-low friction","year":2014,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Basic Energy Sciences; Canadian Light Source; Knut och Alice Wallenbergs Stiftelse; National Science Council; Natural Sciences and Engineering Research Council of Canada; Helmholtz-Zentrum Berlin für Materialien und Energie; Stiftelsen för Strategisk Forskning; National Science Foundation; University of Washington; Argonne National Laboratory; U.S. Department of Energy; European Research Council; Vetenskapsrådet","keywords":"Amorphous solid; Materials science; Thin film; X-ray photoelectron spectroscopy; Crystallography; Atom (system on chip); Molecule; Ab initio; Atomic physics; Nanotechnology; Chemical engineering; Chemistry","score_opus":0.005019177327643445,"score_gpt":0.1718755736043223,"score_spread":0.16685639627667884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053282895","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":[0.96015805,0.0013605193,0.012275625,0.00039624388,0.00010649589,0.00002058992,0.00009984995,0.00014541554,0.025437249],"genre_scores_gemma":[0.99529797,0.00021898943,0.0017338075,0.0000221773,0.000010502193,0.0000049183564,0.000034683937,0.000011014488,0.0026658648],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999609,0.0000032337944,0.000002303339,0.000008351507,0.000016750686,0.000008494171],"domain_scores_gemma":[0.9999472,0.000012472813,0.000008091391,0.000013863406,0.000012557482,0.000005882128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005858914,0.00011556671,0.000116924144,0.00020513085,0.0004478159,0.00064023765,0.00042022855,0.000423316,0.0013343672],"category_scores_gemma":[0.00021251885,0.00020111095,0.00007063704,0.00013730304,0.00055149925,0.00046479353,0.00020874411,0.00030326558,0.00023109405],"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":[0.00012776995,0.00004985852,0.0012106895,0.00014839918,0.000019015883,0.0008980121,0.0002563866,0.0021387863,0.88984394,0.09760797,0.0012507618,0.0064485064],"study_design_scores_gemma":[0.00008530906,0.00041217593,0.014733507,0.00008915094,0.000050146733,0.002059907,0.00083814433,0.10453539,0.7422186,0.09829519,0.03662296,0.00005952994],"about_ca_topic_score_codex":0.00059855694,"about_ca_topic_score_gemma":0.0013949755,"teacher_disagreement_score":0.0013343672,"about_ca_system_score_codex":0.00019155565,"about_ca_system_score_gemma":0.00015232323,"threshold_uncertainty_score":0.004463911},"labels":[],"label_agreement":null},{"id":"W2053486667","doi":"10.1016/j.actamat.2004.05.021","title":"Residual stress measurements in a zircaloy-4 weld by neutron diffraction","year":2004,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Deep River Science Academy","funders":"U.S. Department of Energy","keywords":"Materials science; Neutron diffraction; Residual stress; Tungsten; Welding; Stress (linguistics); Diffraction; Diffractometer; Texture (cosmology); Zirconium alloy; Neutron; Metallurgy; Composite material; Optics; Nuclear physics; Zirconium; Scanning electron microscope","score_opus":0.01546368175201038,"score_gpt":0.230148289861813,"score_spread":0.2146846081098026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053486667","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":[0.9932261,0.00090677314,0.0030044285,0.00007225342,0.000022918039,0.000012616183,0.00018628653,0.00007301509,0.002495552],"genre_scores_gemma":[0.9966503,0.00021751532,0.001617604,0.000014353314,0.0000051123147,0.000007673579,0.00015933502,0.000016388984,0.0013117921],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999699,0.000029400733,0.000026264946,0.0000640265,0.00013296693,0.000048438447],"domain_scores_gemma":[0.99945205,0.00015597683,0.0000916582,0.000056343637,0.00019995625,0.000044056666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005318632,0.0002973302,0.00057182775,0.0005466567,0.0006431475,0.00043609904,0.0006840798,0.00076945795,0.0009523401],"category_scores_gemma":[0.0006584319,0.00030372507,0.0002568313,0.00051500124,0.00067777827,0.000518823,0.00039278605,0.0005557972,0.00020745282],"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":[0.0007777681,0.000031864005,0.0019834419,0.00007941216,0.000016971684,0.00020028518,0.00018637412,0.0014602782,0.99274313,0.00028465124,0.00008688993,0.0021489915],"study_design_scores_gemma":[0.00005633582,0.00065459823,0.031969924,0.000022256474,0.000042971435,0.00033637407,0.00035605568,0.006405532,0.95814574,0.00019094655,0.0017875005,0.000031857588],"about_ca_topic_score_codex":0.0071474127,"about_ca_topic_score_gemma":0.0067471014,"teacher_disagreement_score":0.0071474127,"about_ca_system_score_codex":0.00074562035,"about_ca_system_score_gemma":0.00039388842,"threshold_uncertainty_score":0.014211595},"labels":[],"label_agreement":null},{"id":"W2055827059","doi":"10.1016/j.actamat.2007.12.035","title":"Experimental investigation of void coalescence in metallic sheets containing laser drilled holes","year":2008,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":191,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Void (composites); Coalescence (physics); Ultimate tensile strength; Composite material; Mechanics","score_opus":0.026596317903416766,"score_gpt":0.24544733872568913,"score_spread":0.21885102082227237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055827059","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":[0.9972077,0.00009681051,0.0015736413,0.000014051478,0.000010131367,0.000012074471,0.000060945345,0.000074899166,0.000949843],"genre_scores_gemma":[0.9990258,0.000025847212,0.0006253067,0.0000027182139,0.0000026021266,0.000005572675,0.000024364366,0.00000990336,0.00027789085],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99972564,0.000027781025,0.00001184901,0.00005483375,0.00011259838,0.00006733457],"domain_scores_gemma":[0.99905926,0.00043944956,0.00015377418,0.00014513229,0.00014418013,0.00005821594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003106804,0.0002477995,0.0003322718,0.00026123566,0.00043471833,0.000309471,0.0005719428,0.0005102475,0.0027125054],"category_scores_gemma":[0.00090534304,0.00028964676,0.0001692622,0.0003221744,0.00058447383,0.0004351796,0.00038039824,0.00035085445,0.00021141516],"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":[0.0008683841,0.00019146819,0.001936271,0.00011970284,0.00001433811,0.00043866836,0.00031226728,0.0061466442,0.9847823,0.00046868643,0.0001473879,0.0045739096],"study_design_scores_gemma":[0.00007284516,0.0011059968,0.008754701,0.00001131126,0.000023221684,0.0003154397,0.00030367033,0.031454902,0.9569566,0.00017056242,0.0008094694,0.00002109597],"about_ca_topic_score_codex":0.00038849973,"about_ca_topic_score_gemma":0.00031195488,"teacher_disagreement_score":0.0027125054,"about_ca_system_score_codex":0.00021893733,"about_ca_system_score_gemma":0.00016302949,"threshold_uncertainty_score":0.009074271},"labels":[],"label_agreement":null},{"id":"W2056286600","doi":"10.1016/j.actamat.2008.02.027","title":"Visualization by X-ray tomography of void growth and coalescence leading to fracture in model materials","year":2008,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":203,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; European Synchrotron Radiation Facility","keywords":"Coalescence (physics); Void (composites); Materials science; Nucleation; Mechanics; Composite material; Thermodynamics; Physics","score_opus":0.011018533381101755,"score_gpt":0.2435862205321537,"score_spread":0.23256768715105194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056286600","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":[0.9414625,0.00028333045,0.053924773,0.00020254045,0.000015911528,0.00004700885,0.0002740848,0.00058828434,0.003201509],"genre_scores_gemma":[0.9860788,0.00010865407,0.012897898,0.000013274801,0.0000030778756,0.000017658014,0.000089628025,0.00004830152,0.0007427931],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999372,0.000009190873,0.000003361521,0.000010266624,0.00002415559,0.000015836924],"domain_scores_gemma":[0.99958235,0.00022263962,0.00006836701,0.000042196163,0.0000532836,0.000031110176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001820183,0.00026448007,0.0002049502,0.0003271879,0.0003546038,0.0006709171,0.00040350787,0.0007627924,0.0026384639],"category_scores_gemma":[0.000587499,0.00039480836,0.00020645082,0.00031504768,0.0005223908,0.000562184,0.00034664632,0.0005915896,0.00016627468],"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":[0.0011272498,0.0003995325,0.010499622,0.0003072758,0.000035617857,0.0009955447,0.0010030314,0.22353694,0.73846847,0.007590263,0.0010342977,0.0150021715],"study_design_scores_gemma":[0.00008473264,0.0002922196,0.01056385,0.00002291335,0.000023750432,0.0005919431,0.0003178047,0.723618,0.26190758,0.0011692118,0.0013688987,0.00003911339],"about_ca_topic_score_codex":0.0013939543,"about_ca_topic_score_gemma":0.0011368439,"teacher_disagreement_score":0.0026384639,"about_ca_system_score_codex":0.0003819555,"about_ca_system_score_gemma":0.00045793186,"threshold_uncertainty_score":0.008826554},"labels":[],"label_agreement":null},{"id":"W2058644200","doi":"10.1016/j.actamat.2007.03.006","title":"Twinning and texture development in two Mg alloys subjected to loading along three different strain paths","year":2007,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":458,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; General Motors of Canada; Natural Resources Canada; Fonds De La Recherche Scientifique - FNRS","keywords":"Crystal twinning; Materials science; Strain hardening exponent; Texture (cosmology); Uniaxial tension; Hardening (computing); Tension (geology); Composite material; Compression (physics); Strain rate; Metallurgy; Microstructure; Ultimate tensile strength; Layer (electronics)","score_opus":0.01921708923657308,"score_gpt":0.2643124722315029,"score_spread":0.2450953829949298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058644200","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":[0.99915254,0.00006946947,0.00016644498,0.000018009292,0.000006458753,0.0000034188101,0.000049053127,0.00001079206,0.0005238065],"genre_scores_gemma":[0.99906856,0.000032660348,0.0002155871,0.000007389081,0.0000023968848,0.0000037208672,0.00006665965,0.000009841454,0.0005931903],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998252,0.00002172658,0.000012275014,0.000024194933,0.00006855529,0.00004814055],"domain_scores_gemma":[0.9996476,0.00009823461,0.00007187499,0.000033642114,0.00008801655,0.00006052705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017056578,0.00017201889,0.00039656725,0.0003615094,0.00043936772,0.00039055638,0.00038235166,0.000510473,0.0026330536],"category_scores_gemma":[0.00064885884,0.00025588003,0.00020606458,0.0003746697,0.00060191855,0.00019312328,0.00020636678,0.00029404293,0.00020919382],"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":[0.0021281205,0.00008188271,0.0026399263,0.00006892422,0.000019108304,0.00047618093,0.00023016955,0.0017723248,0.98931855,0.0002644202,0.00013541142,0.002865032],"study_design_scores_gemma":[0.0000851152,0.0007858159,0.04980277,0.000012373888,0.000049601542,0.00024263466,0.0004166511,0.018907432,0.9285527,0.00019903822,0.0009159591,0.000029962763],"about_ca_topic_score_codex":0.0045423154,"about_ca_topic_score_gemma":0.0049533816,"teacher_disagreement_score":0.0045423154,"about_ca_system_score_codex":0.0004435942,"about_ca_system_score_gemma":0.00037549372,"threshold_uncertainty_score":0.009031773},"labels":[],"label_agreement":null},{"id":"W2059466210","doi":"10.1016/j.actamat.2013.06.054","title":"Role of mechanical activation in the dynamic transformation of austenite","year":2013,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Austenite; Materials science; Ferrite (magnet); Shear matrix; Work (physics); Activation energy; Strain energy; Thermodynamics; Shear stress; Metallurgy; Shear (geology); Beta ferrite; Transformation (genetics); Composite material; Microstructure; Finite element method; Alloy; Chemistry; Physics","score_opus":0.005627789862177907,"score_gpt":0.18799864905066724,"score_spread":0.18237085918848933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059466210","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":[0.9881761,0.0007455498,0.0021173344,0.00013255274,0.00003405288,0.00001273908,0.00004293511,0.00003335617,0.008705482],"genre_scores_gemma":[0.9984428,0.00011437718,0.00015456161,0.0000124419275,0.000004429005,0.000003684395,0.000022627113,0.000007551731,0.0012374851],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99994063,0.000006194148,0.000002589696,0.000013389227,0.000016497264,0.000020750917],"domain_scores_gemma":[0.9999256,0.00003335382,0.000011522101,0.000008931747,0.000013004121,0.000007530559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011123916,0.0001585538,0.00014891813,0.00018219628,0.0003641288,0.00045506074,0.00029413012,0.00026762873,0.0045860596],"category_scores_gemma":[0.00023007218,0.00018978816,0.00009082899,0.000104906285,0.00046943699,0.000426835,0.00026229006,0.0002826861,0.00039569152],"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":[0.00052407826,0.00005293189,0.0010244615,0.00011129649,0.000007383544,0.00030668348,0.000158686,0.00084121997,0.98390675,0.0071127154,0.0001362445,0.0058174906],"study_design_scores_gemma":[0.00006969137,0.00034926267,0.01277032,0.000011516268,0.000013430193,0.00044846555,0.00035471993,0.005313837,0.97450703,0.002615668,0.0035212487,0.000024779058],"about_ca_topic_score_codex":0.00066054345,"about_ca_topic_score_gemma":0.00087446393,"teacher_disagreement_score":0.0045860596,"about_ca_system_score_codex":0.00019716886,"about_ca_system_score_gemma":0.00024705922,"threshold_uncertainty_score":0.015341938},"labels":[],"label_agreement":null},{"id":"W2062938940","doi":"10.1016/j.actamat.2009.05.029","title":"Nanocrystalline–amorphous transitions in Al–Mo thin films: Bulk and surface evolution","year":2009,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Metallic Glasses and Amorphous Alloys","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; National Institute for Nanotechnology","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Department of Energy","keywords":"Materials science; Amorphous solid; Nanocrystalline material; Microstructure; Volume fraction; Transmission electron microscopy; Surface roughness; Root mean square; Thin film; Crystallography; Composite material; Nanotechnology","score_opus":0.006900893976521166,"score_gpt":0.19837914391232642,"score_spread":0.19147824993580526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062938940","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":[0.99767274,0.00027873245,0.00033929182,0.00004362767,0.000008268649,0.0000026044452,0.0000705522,0.00003893128,0.0015451076],"genre_scores_gemma":[0.99896944,0.00007254894,0.00015866557,0.000009639844,0.000003230391,0.0000023263794,0.000057310364,0.000011358891,0.0007154971],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99995434,0.0000023915084,0.0000012495528,0.0000138775,0.000013877632,0.0000143080015],"domain_scores_gemma":[0.99991477,0.000030646344,0.00001748949,0.000008599419,0.000020714293,0.0000077304585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000049794387,0.000119967386,0.00014452587,0.00025848727,0.0003487628,0.0004357674,0.00024607748,0.00024667013,0.002250877],"category_scores_gemma":[0.000193572,0.00016024591,0.000103281214,0.0001920031,0.00025366084,0.0003132964,0.00013872527,0.00041915695,0.00018697143],"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":[0.00022341954,0.000046315927,0.002504262,0.000061150204,0.000015539303,0.00015190117,0.00018115772,0.0004176374,0.9911112,0.001207288,0.00044173835,0.003638211],"study_design_scores_gemma":[0.000029366425,0.00012395225,0.032774273,0.00001391048,0.000023531931,0.00016797695,0.00035105555,0.015097322,0.9490274,0.00065290876,0.0017254333,0.000012767397],"about_ca_topic_score_codex":0.004506649,"about_ca_topic_score_gemma":0.0049407156,"teacher_disagreement_score":0.004506649,"about_ca_system_score_codex":0.0005013126,"about_ca_system_score_gemma":0.00014194092,"threshold_uncertainty_score":0.008960843},"labels":[],"label_agreement":null},{"id":"W2063380530","doi":"10.1016/j.actamat.2011.02.027","title":"Reactive wetting of high Mn steels during continuous hot-dip galvanizing","year":2011,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":76,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"ArcelorMittal; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; McMaster University","keywords":"Wetting; Materials science; Galvanization; Intermetallic; Metallurgy; Annealing (glass); Alloy; Oxide; Layer (electronics); Composite material","score_opus":0.026747331208489454,"score_gpt":0.23066161656008952,"score_spread":0.20391428535160006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063380530","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":[0.9977998,0.00037367863,0.0008101438,0.00002183667,0.000018090186,0.000007718987,0.000092570765,0.00004488514,0.0008313007],"genre_scores_gemma":[0.99849725,0.00010803474,0.00025093788,0.000012844643,0.0000063450875,0.0000029609694,0.00010396618,0.0000108760805,0.0010067696],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997439,0.000025847272,0.000008967488,0.000046717294,0.00009185106,0.0000827182],"domain_scores_gemma":[0.9998124,0.000055404926,0.000039501443,0.000022673756,0.00004866955,0.00002149322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022025242,0.00035192491,0.0003190971,0.00022331797,0.00022110394,0.0003264532,0.00040693756,0.0003712826,0.0011266684],"category_scores_gemma":[0.0003639757,0.00023664316,0.00021852984,0.0001630615,0.0002825441,0.0002579695,0.00016728595,0.00042441642,0.00024138004],"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":[0.0002953602,0.000021280195,0.0003947674,0.000053963475,0.000018208844,0.00010571572,0.000094659095,0.00019834918,0.9964707,0.000042358515,0.00008868177,0.0022160911],"study_design_scores_gemma":[0.000008494159,0.00021823753,0.0058576846,0.0000032282005,0.000011997606,0.00005919491,0.000050206505,0.0016522422,0.99168867,0.00001677112,0.00042785963,0.0000054233365],"about_ca_topic_score_codex":0.0026062648,"about_ca_topic_score_gemma":0.0043469346,"teacher_disagreement_score":0.0026062648,"about_ca_system_score_codex":0.0003562465,"about_ca_system_score_gemma":0.00016741679,"threshold_uncertainty_score":0.0051822066},"labels":[],"label_agreement":null},{"id":"W2063828259","doi":"10.1016/j.actamat.2014.02.029","title":"Thermodynamic modeling and diffusion kinetic experiments of binary Mg–Gd and Mg–Y systems","year":2014,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":174,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; General Motors of Canada; Ministry of Education, Science and Technology; National Research Foundation","keywords":"Diffusion; Materials science; Impurity; Basal plane; Thermodynamics; Phase diagram; Grain boundary diffusion coefficient; Effective diffusion coefficient; Kinetic energy; Phase (matter); Analytical Chemistry (journal); Crystallography; Microstructure; Chemistry; Metallurgy; Grain boundary; Physics; Chromatography","score_opus":0.01608669438687854,"score_gpt":0.23039011373223475,"score_spread":0.2143034193453562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063828259","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":[0.9950117,0.0004285793,0.0026673703,0.00013091907,0.000017576836,0.000019005092,0.0002508592,0.000047268473,0.0014266978],"genre_scores_gemma":[0.99810433,0.00015187444,0.0010108755,0.00001027801,0.000004514665,0.000013282087,0.00015594129,0.000011700571,0.00053713843],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99980134,0.000024248478,0.000018666662,0.000054704495,0.000060506172,0.000040476287],"domain_scores_gemma":[0.9997398,0.00013505363,0.00003549528,0.00001979878,0.000053986245,0.000015775122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040510102,0.00029192618,0.00058413716,0.00035258292,0.00063755387,0.00059270713,0.00075357646,0.00040698104,0.0021009222],"category_scores_gemma":[0.0010604433,0.00031008414,0.00031377585,0.0004489894,0.0005057421,0.0007653623,0.00027976892,0.00046452423,0.00025961033],"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":[0.0022895206,0.00033854818,0.003550588,0.000576898,0.000050189494,0.00022316836,0.0004934802,0.05011736,0.9178364,0.015295375,0.00079662766,0.008431769],"study_design_scores_gemma":[0.00010365855,0.00030542145,0.0023887078,0.00001275419,0.00002495616,0.00007101367,0.00012036203,0.2960039,0.6972455,0.0013886156,0.0022889182,0.000046133733],"about_ca_topic_score_codex":0.0053523188,"about_ca_topic_score_gemma":0.0038488824,"teacher_disagreement_score":0.0053523188,"about_ca_system_score_codex":0.0012804626,"about_ca_system_score_gemma":0.00060512335,"threshold_uncertainty_score":0.01064235},"labels":[],"label_agreement":null},{"id":"W2072502891","doi":"10.1016/j.actamat.2014.06.047","title":"Steady spatially-periodic eutectic growth with the effect of triple point in directional solidification","year":2014,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"University of Science and Technology Beijing","keywords":"Materials science; Isotropy; Supercooling; Eutectic system; Directional solidification; Surface tension; Péclet number; Curvature; Steady state (chemistry); Tension (geology); Mechanics; Tilt (camera); Thermodynamics; Triple point; Optics; Microstructure; Geometry; Physics; Composite material; Compression (physics); Mathematics","score_opus":0.0075908847395877764,"score_gpt":0.22007820318989638,"score_spread":0.2124873184503086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072502891","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":[0.9892112,0.00030978493,0.0067487224,0.000065494554,0.000025280593,0.0000103797865,0.000050650404,0.00007257473,0.0035059692],"genre_scores_gemma":[0.9982905,0.0001330166,0.00089187414,0.000004758136,0.0000035209287,0.000006406663,0.000018623314,0.000013028549,0.00063826836],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999449,0.000006388788,0.0000033914873,0.000014874237,0.000015954396,0.000014485417],"domain_scores_gemma":[0.99989843,0.000034043776,0.000023268281,0.000011957466,0.00001474047,0.000017529483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011004402,0.00022599802,0.0003652676,0.00020991491,0.00024712068,0.0007814305,0.00028390772,0.00029453955,0.0012029978],"category_scores_gemma":[0.00032233354,0.00028344174,0.00013762733,0.00025839833,0.00047276408,0.00038266127,0.00046188888,0.00020914516,0.00014560438],"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":[0.0012743182,0.00012209277,0.0024359892,0.00020994603,0.00003468425,0.000428534,0.00024490626,0.070924446,0.87168115,0.042004697,0.00044463892,0.010194537],"study_design_scores_gemma":[0.00025888238,0.0002560936,0.0037156132,0.00002467491,0.000043180942,0.00016506412,0.00019668182,0.45660505,0.52724576,0.009287049,0.0021317934,0.00007021335],"about_ca_topic_score_codex":0.00095942046,"about_ca_topic_score_gemma":0.0013352139,"teacher_disagreement_score":0.0012029978,"about_ca_system_score_codex":0.00040043815,"about_ca_system_score_gemma":0.0003473551,"threshold_uncertainty_score":0.004024446},"labels":[],"label_agreement":null},{"id":"W2072955132","doi":"10.1016/j.actamat.2014.01.023","title":"Quantifying the mesoscopic shear strains in plane strain compressed polycrystalline zirconium","year":2014,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Indian Institute of Technology Bombay; Board of Research in Nuclear Sciences; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Mesoscopic physics; Materials science; Crystallite; Shear (geology); Grain boundary; Microstructure; Plasticity; Condensed matter physics; Composite material; Metallurgy; Physics","score_opus":0.036248944735374475,"score_gpt":0.2648582804613905,"score_spread":0.228609335726016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072955132","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":[0.99773455,0.00014440398,0.001405283,0.000029176817,0.000010082661,0.0000044415674,0.00012757687,0.000028019334,0.00051647675],"genre_scores_gemma":[0.99923146,0.00007118963,0.00043528635,0.0000070961564,0.000004515937,0.000002467667,0.00007042696,0.000005099888,0.00017250355],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999083,0.0000041249455,0.0000032728772,0.000025570476,0.00004449829,0.000014237028],"domain_scores_gemma":[0.99986184,0.000034505225,0.00004462158,0.000018149125,0.000027194703,0.000013682887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010922315,0.00018320458,0.00017895065,0.00027624113,0.00015494041,0.0003947165,0.0002855321,0.0003376313,0.00077784917],"category_scores_gemma":[0.00029739086,0.00021186717,0.000088592125,0.0002865359,0.00042804703,0.0004346935,0.00017805115,0.00032281238,0.00009317649],"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":[0.00011606229,0.000019384343,0.0025716159,0.00003281886,0.00001092675,0.000052398205,0.000041130053,0.0010480215,0.99293053,0.00028069015,0.000063318024,0.0028330553],"study_design_scores_gemma":[0.000030170699,0.00017710977,0.071295455,0.0000075437615,0.000031231782,0.00014998835,0.00018730386,0.03051303,0.8964427,0.00025333944,0.0008886689,0.000023545193],"about_ca_topic_score_codex":0.001256503,"about_ca_topic_score_gemma":0.0020910078,"teacher_disagreement_score":0.001256503,"about_ca_system_score_codex":0.00032309195,"about_ca_system_score_gemma":0.00020651166,"threshold_uncertainty_score":0.00260216},"labels":[],"label_agreement":null},{"id":"W2073325983","doi":"10.1016/s1359-6454(02)00319-1","title":"Investigation of reactions between lead/tin solder and palladium surface finishes","year":2002,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Palladium; Intermetallic; Materials science; Soldering; Metallurgy; Dissolution; Scanning electron microscope; Tin; Thin film; Layer (electronics); Metallizing; Chemical engineering; Composite material; Catalysis; Metal; Nanotechnology; Alloy; Chemistry","score_opus":0.035401499589728984,"score_gpt":0.20948953692720987,"score_spread":0.17408803733748088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073325983","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":[0.9892833,0.0015888223,0.0045856307,0.000030380093,0.000028514622,0.000037052967,0.00010376065,0.00004731325,0.0042951955],"genre_scores_gemma":[0.99279505,0.0008544766,0.0020970206,0.000018188157,0.000008838605,0.000012773288,0.00020079962,0.000019608422,0.003993252],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997676,0.00004283656,0.0000078938565,0.000048519352,0.0000762896,0.00005696117],"domain_scores_gemma":[0.99972194,0.0001285648,0.000034540466,0.000032322834,0.000062247826,0.000020387468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039637636,0.00041309156,0.00032777424,0.0003103296,0.00027408754,0.00032059246,0.00041501893,0.00035472334,0.002011593],"category_scores_gemma":[0.00062335836,0.00021667955,0.00023453038,0.00028704014,0.00030961444,0.00044821968,0.000205485,0.00036793368,0.00038755502],"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":[0.0008375225,0.00006879341,0.0008875208,0.00021469187,0.00003247935,0.00031300614,0.000104911735,0.00054179045,0.9913455,0.000364738,0.00005868829,0.0052303416],"study_design_scores_gemma":[0.000008186006,0.0002895425,0.00080978166,0.000001990061,0.000015169626,0.000073091105,0.00003389532,0.00062441576,0.997338,0.000043743534,0.0007596987,0.0000023682196],"about_ca_topic_score_codex":0.0010017072,"about_ca_topic_score_gemma":0.0007961808,"teacher_disagreement_score":0.002011593,"about_ca_system_score_codex":0.00026347535,"about_ca_system_score_gemma":0.00024828786,"threshold_uncertainty_score":0.0067294836},"labels":[],"label_agreement":null},{"id":"W2073673264","doi":"10.1016/j.actamat.2005.08.045","title":"On the sequence of inhomogeneous deformation processes occurring during tensile deformation of strip cast AA5754","year":2005,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":137,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; General Motors of Canada","keywords":"Necking; Digital image correlation; Materials science; Ultimate tensile strength; Slip (aerodynamics); Deformation (meteorology); Shear (geology); Scanning electron microscope; Fracture (geology); Composite material; Microstructure; Electron backscatter diffraction","score_opus":0.01957826220703229,"score_gpt":0.2359851241687678,"score_spread":0.2164068619617355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073673264","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":[0.98577267,0.00012579997,0.008462097,0.000020052945,0.000010277069,0.000013888176,0.00012585973,0.00008515364,0.0053841784],"genre_scores_gemma":[0.9984132,0.00003449732,0.0008672195,0.0000021453307,0.0000011037467,0.0000021635014,0.000091470145,0.000011076953,0.0005771281],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99995375,0.0000056509416,0.0000021157916,0.000008195673,0.000018791276,0.000011466628],"domain_scores_gemma":[0.9998332,0.00007071955,0.000027129114,0.000024030136,0.000030966912,0.000013820669],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012299564,0.0001282923,0.00017828813,0.0003810027,0.00024263434,0.00026205086,0.0001948986,0.00016060262,0.0029418138],"category_scores_gemma":[0.000464975,0.00013755885,0.00011461161,0.000369093,0.00025147916,0.00019153702,0.00011582023,0.00018023564,0.0001612983],"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":[0.0017602043,0.0002362445,0.030951746,0.00029389243,0.000048752456,0.0011619532,0.00055101834,0.39596218,0.47983631,0.012309313,0.0013238782,0.07556453],"study_design_scores_gemma":[0.00002281619,0.00029259277,0.08872303,0.00001625296,0.000031657844,0.00025891844,0.00022859193,0.7576217,0.1488881,0.001976603,0.0019054888,0.00003422915],"about_ca_topic_score_codex":0.001991718,"about_ca_topic_score_gemma":0.002661548,"teacher_disagreement_score":0.0029418138,"about_ca_system_score_codex":0.00017733919,"about_ca_system_score_gemma":0.00018482527,"threshold_uncertainty_score":0.0098413825},"labels":[],"label_agreement":null},{"id":"W2073720038","doi":"10.1016/j.actamat.2015.01.074","title":"Mechanical properties of commercial <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" altimg=\"si32.gif\" overflow=\"scroll\"> <mml:mrow> <mml:msub> <mml:mrow> <mml:mi mathvariant=\"normal\">Li</mml:mi> </mml:mrow> <mml:mrow> <mml:mi>x</mml:mi> </mml:mrow> </mml:msub> </mml:mrow> </mml:math> Mn2O4 cathode under different States of Charge","year":2015,"lang":"lv","type":"article","venue":"Acta Materialia","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"European Commission","keywords":"Materials science; Nanoindentation; Analytical Chemistry (journal); Composite material","score_opus":0.03011600837612116,"score_gpt":0.24699473506517194,"score_spread":0.21687872668905078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073720038","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":[0.9726451,0.0022849725,0.0014244604,0.00033646502,0.00019078018,0.00003614374,0.0068152174,0.00025292762,0.016013969],"genre_scores_gemma":[0.9667448,0.001201391,0.001108626,0.00010371952,0.000030792995,0.000060052993,0.0061524203,0.00018060494,0.02441761],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995584,0.000018722325,0.000026021798,0.00009444314,0.0002025172,0.00009984292],"domain_scores_gemma":[0.9995228,0.00009212073,0.000050364135,0.000046828456,0.00024936252,0.000038430877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003931211,0.00039702535,0.00028858773,0.0004849776,0.00047501025,0.00059529155,0.00081153715,0.0008481499,0.018365147],"category_scores_gemma":[0.0011541031,0.00022255021,0.0002062057,0.00066949055,0.00026723504,0.00064641575,0.00025550654,0.0006727871,0.0024645857],"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":[0.0009076875,0.00006636643,0.001651491,0.00046108704,0.00003625904,0.00034349278,0.00028558998,0.0011148208,0.96748435,0.0009703807,0.0072456,0.019432921],"study_design_scores_gemma":[0.000023834533,0.00039801278,0.010739926,0.000041281703,0.000022084601,0.00012791349,0.0003464253,0.0031793201,0.9748405,0.00023148097,0.010016973,0.000032337],"about_ca_topic_score_codex":0.0029296794,"about_ca_topic_score_gemma":0.0048283306,"teacher_disagreement_score":0.018365147,"about_ca_system_score_codex":0.00048932555,"about_ca_system_score_gemma":0.00030312856,"threshold_uncertainty_score":0.061437547},"labels":[],"label_agreement":null},{"id":"W2073861643","doi":"10.1016/j.actamat.2011.12.009","title":"Phase-field simulation of solidification morphology in laser powder deposition of Ti–Nb alloys","year":2012,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":192,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Microstructure; Deposition (geology); Directional solidification; Casting; Alloy; Phase field models; Phase (matter); Heat transfer; Temperature gradient; Finite element method; Metallurgy; Laser; Thermal; Composite material; Mechanics; Thermodynamics; Optics","score_opus":0.03190826995277508,"score_gpt":0.31022632193742355,"score_spread":0.2783180519846485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073861643","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":[0.97937304,0.0001772463,0.0061970865,0.0002491886,0.000033937496,0.000046423036,0.00020253481,0.00013368171,0.013586799],"genre_scores_gemma":[0.9965144,0.000055150955,0.0020086302,0.000018965953,0.00000783352,0.00002286592,0.000072891446,0.000035651352,0.0012636218],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99992645,0.000014442733,0.000002601749,0.000007230604,0.000025281275,0.00002392328],"domain_scores_gemma":[0.9994665,0.0003708156,0.00003458625,0.000020391764,0.00007724529,0.000030573767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025692215,0.00028370507,0.00042527137,0.00034870382,0.0005856337,0.00055567373,0.00080031995,0.0010565948,0.0037608517],"category_scores_gemma":[0.0009300719,0.00046639104,0.00041570314,0.00037232484,0.00045579424,0.0004923161,0.00024876365,0.0005389526,0.00020414396],"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":[0.00024739455,0.00012079929,0.0019141891,0.000099319215,0.000022172255,0.00026831334,0.00009635194,0.9763901,0.013239419,0.004371838,0.00039796776,0.0028322313],"study_design_scores_gemma":[0.000046542224,0.000026859641,0.0005596183,0.0000032322637,0.0000028735767,0.000010784781,0.000016545599,0.996903,0.0020006855,0.00024906712,0.00017670651,0.0000040210944],"about_ca_topic_score_codex":0.017603382,"about_ca_topic_score_gemma":0.010969386,"teacher_disagreement_score":0.017603382,"about_ca_system_score_codex":0.0011813589,"about_ca_system_score_gemma":0.0010898209,"threshold_uncertainty_score":0.035001874},"labels":[],"label_agreement":null},{"id":"W2076811655","doi":"10.1016/j.actamat.2012.08.057","title":"A 3-D coupled hydromechanical granular model for simulating the constitutive behavior of metallic alloys during solidification","year":2012,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":52,"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, Okanagan Campus; University of British Columbia","funders":"Competence Centre for Materials Science and Technology","keywords":"Materials science; Intergranular corrosion; Deformation (meteorology); Composite material; Shrinkage; Mechanics; Liquid metal; Pressure drop; Drop (telecommunication); Compressibility; Porosity; Metallurgy; Microstructure; Mechanical engineering","score_opus":0.026055281832037584,"score_gpt":0.2423707967605565,"score_spread":0.21631551492851891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076811655","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":[0.27664575,0.0002538343,0.7121225,0.00018805437,0.00007056075,0.00016701147,0.0008061627,0.0010857297,0.008660402],"genre_scores_gemma":[0.9585037,0.00016191037,0.037781965,0.000040975632,0.000013139797,0.00023810407,0.00026601166,0.000088245244,0.0029058792],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999219,0.000013812262,0.0000060673624,0.000016070817,0.000028327033,0.000013745915],"domain_scores_gemma":[0.9998259,0.00006280818,0.00002998948,0.000029899751,0.000027747401,0.000023635557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001699774,0.000468827,0.0005632661,0.00032593854,0.0003680547,0.0007240505,0.001088089,0.0013613689,0.0014134228],"category_scores_gemma":[0.00046940497,0.00039112516,0.00073964667,0.00036865467,0.000678016,0.0005058086,0.0006268839,0.0005639169,0.00022194778],"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":[0.000022163304,0.000016794738,0.00040477232,0.000016988854,0.000008056182,0.000057228066,0.000021840015,0.9924252,0.003775281,0.0016071001,0.0000638642,0.0015807167],"study_design_scores_gemma":[0.000004307642,0.0000050749945,0.0001014364,9.713917e-7,0.0000017875832,0.00000610577,0.0000023141213,0.99922395,0.00035714026,0.00018791849,0.000106319654,0.0000026856285],"about_ca_topic_score_codex":0.009203733,"about_ca_topic_score_gemma":0.0058773425,"teacher_disagreement_score":0.009203733,"about_ca_system_score_codex":0.00059548474,"about_ca_system_score_gemma":0.00077437685,"threshold_uncertainty_score":0.018300295},"labels":[],"label_agreement":null},{"id":"W2076836320","doi":"10.1016/j.actamat.2009.05.028","title":"Deformation characteristics and stress–strain response of nanotwinned copper via molecular dynamics simulation","year":2009,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":102,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Nanocrystalline material; Deformation (meteorology); Composite material; Dislocation; Molecular dynamics; Copper; Ductility (Earth science); Crystallite; Anisotropy; Ultimate tensile strength; Stress (linguistics); Deformation mechanism; Metallurgy; Microstructure; Nanotechnology; Creep; Optics","score_opus":0.008272873365031536,"score_gpt":0.2344302868920175,"score_spread":0.22615741352698596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076836320","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":[0.9905856,0.0001176586,0.0033585157,0.00010361623,0.00002426342,0.000018839492,0.00019103923,0.00011595882,0.0054845116],"genre_scores_gemma":[0.99771833,0.000040503903,0.0013533911,0.000011381923,0.00000314887,0.000014873111,0.00008480097,0.000018335091,0.00075540313],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99992406,0.000010560248,0.0000029307919,0.000013921885,0.000026945458,0.000021551556],"domain_scores_gemma":[0.9997975,0.00007322993,0.000029772511,0.000032412638,0.00004540827,0.000021688737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014331179,0.00030874077,0.0004066766,0.00034848895,0.00049650995,0.00041959953,0.00072913914,0.0005435417,0.0029950708],"category_scores_gemma":[0.0005336791,0.00026409203,0.00027640656,0.0006065311,0.00048255504,0.00034978508,0.00020711268,0.00037283418,0.00012034411],"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":[0.00018310938,0.00009251318,0.0026056247,0.000085806016,0.00004380052,0.00024189675,0.000105910316,0.9679152,0.020850804,0.00298991,0.00058095786,0.0043044444],"study_design_scores_gemma":[0.000018217717,0.00003214905,0.0013168099,0.0000034493544,0.000005365621,0.000010447198,0.000019917625,0.995741,0.002412658,0.00023212907,0.00019937933,0.000008566243],"about_ca_topic_score_codex":0.016043631,"about_ca_topic_score_gemma":0.011851199,"teacher_disagreement_score":0.016043631,"about_ca_system_score_codex":0.0009932134,"about_ca_system_score_gemma":0.0007493047,"threshold_uncertainty_score":0.031900525},"labels":[],"label_agreement":null},{"id":"W2081937781","doi":"10.1016/j.actamat.2011.10.006","title":"Orientation selection in solidification patterning","year":2011,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":85,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Anisotropy; Microstructure; Snowflake; Curvature; Directional solidification; Texture (cosmology); Orientation (vector space); Nanotechnology; Crystal growth; Chemical physics; Crystallography; Metallurgy; Geometry; Computer science; Artificial intelligence; Optics","score_opus":0.04558662812910152,"score_gpt":0.25427918813090844,"score_spread":0.20869256000180691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081937781","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":[0.93033653,0.0020380141,0.040447768,0.0001749165,0.00009220529,0.000029272767,0.00008644613,0.00021094692,0.026583942],"genre_scores_gemma":[0.98857224,0.00070903683,0.0071589253,0.000026797636,0.0000114809145,0.000009904173,0.000045941135,0.000057866226,0.0034079175],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99993026,0.000012051013,0.0000034008822,0.000013761297,0.000024734669,0.000015641432],"domain_scores_gemma":[0.99987006,0.000060314098,0.000026742404,0.000014873932,0.000014613005,0.000013357164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000115278344,0.00020420975,0.00025443765,0.00018140927,0.00025604255,0.00069915823,0.00023053025,0.00020736404,0.0017237976],"category_scores_gemma":[0.00026468668,0.00023544049,0.00008285177,0.0003012912,0.00030569467,0.00030206607,0.00028967357,0.00025294407,0.00037090547],"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":[0.0002481174,0.000039730254,0.0008847173,0.00009976104,0.000006545569,0.00012364147,0.00007811575,0.0044336277,0.9403996,0.023635011,0.00047622935,0.029574933],"study_design_scores_gemma":[0.000050638773,0.00009845656,0.0015679921,0.00001268102,0.000011459439,0.00017953123,0.00006786084,0.041520894,0.94656056,0.00482845,0.0050787684,0.000022710126],"about_ca_topic_score_codex":0.0004323701,"about_ca_topic_score_gemma":0.0011540937,"teacher_disagreement_score":0.0017237976,"about_ca_system_score_codex":0.00029722418,"about_ca_system_score_gemma":0.00016359694,"threshold_uncertainty_score":0.00576669},"labels":[],"label_agreement":null},{"id":"W2082720414","doi":"10.1016/j.actamat.2004.11.021","title":"Representation of misorientations in Rodrigues–Frank space: application to the Bain, Kurdjumov–Sachs, Nishiyama–Wassermann and Pitsch orientation relationships in the Gibeon meteorite","year":2004,"lang":"en","type":"article","venue":"Acta Materialia","topic":"High-pressure geophysics and materials","field":"Earth and Planetary Sciences","cited_by":83,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Misorientation; Orientation (vector space); Transformation (genetics); Meteorite; Representation (politics); Materials science; Crystallography; Mathematics; Physics; Geometry; Chemistry; Astrobiology","score_opus":0.016434243186015524,"score_gpt":0.24934839402883052,"score_spread":0.232914150842815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082720414","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":[0.109421685,0.0016434685,0.87319356,0.00028726854,0.00027443736,0.000058651334,0.0004881432,0.0007182124,0.013914575],"genre_scores_gemma":[0.65117055,0.0012096878,0.3412582,0.000045241955,0.00011465786,0.00005304596,0.00039542388,0.0003005337,0.0054527526],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99986935,0.00003302688,0.000012510033,0.000031675427,0.000039714738,0.0000137408415],"domain_scores_gemma":[0.99975973,0.000058150406,0.000038060938,0.000039447714,0.00007016392,0.00003446796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044460408,0.00043350898,0.00024123464,0.0014419066,0.00046544016,0.0011662163,0.0005415076,0.00031909617,0.002922252],"category_scores_gemma":[0.001119197,0.00015005545,0.000263229,0.001325783,0.0005629323,0.000788796,0.0004702624,0.00054155046,0.0006991576],"study_design_candidate":"observational","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":[0.00012497696,0.00007043052,0.0026765373,0.0001612237,0.0000142415365,0.00016798732,0.0007111644,0.067365736,0.015032715,0.53255814,0.003730886,0.377386],"study_design_scores_gemma":[0.000030307569,0.00011752709,0.0041868566,0.000043349297,0.000026604841,0.00043906848,0.0007694884,0.7305077,0.0094831195,0.18185224,0.072435506,0.000108221786],"about_ca_topic_score_codex":0.003559866,"about_ca_topic_score_gemma":0.0039691958,"teacher_disagreement_score":0.003559866,"about_ca_system_score_codex":0.000325264,"about_ca_system_score_gemma":0.00045523993,"threshold_uncertainty_score":0.009775937},"labels":[],"label_agreement":null},{"id":"W2082908380","doi":"10.1016/s1359-6454(01)00032-5","title":"Flow stress modeling and warm rolling simulation behavior of two Ti–Nb interstitial-free steels in the ferrite region","year":2001,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":71,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Dynamic recrystallization; Equiaxed crystals; Solvent drag; Flow stress; Softening; Metallurgy; Ferrite (magnet); Recrystallization (geology); Drag; Composite material; Mechanics; Strain rate; Microstructure; Hot working; Grain boundary; Geology","score_opus":0.033421693883735885,"score_gpt":0.26297056526899376,"score_spread":0.22954887138525787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082908380","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":[0.9918024,0.000039375915,0.0036431325,0.00004814813,0.000014578081,0.0000128805805,0.000110973444,0.0002152561,0.0041132667],"genre_scores_gemma":[0.9983846,0.00001060929,0.00064405944,0.0000047775875,0.0000018340905,0.0000045477723,0.000073838855,0.000017372995,0.00085846666],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990714,0.000015493619,0.000004304877,0.000020750815,0.00002278755,0.00002953344],"domain_scores_gemma":[0.9997944,0.000060212933,0.000027277649,0.00002121381,0.0000630537,0.000033814133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015111556,0.00038907517,0.0004770724,0.0004052192,0.0005144216,0.00049410254,0.00060221663,0.00065444363,0.0023998935],"category_scores_gemma":[0.00032229914,0.000261515,0.0004281666,0.0002940777,0.00045857555,0.000330496,0.00018501411,0.00026217732,0.00019460595],"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":[0.00048377024,0.00016881544,0.0052276994,0.00004935953,0.000031366297,0.00027614363,0.00024137253,0.9428068,0.042335775,0.001172566,0.00050435,0.006702008],"study_design_scores_gemma":[0.000018019133,0.00012932271,0.0041316287,0.0000022014713,0.00001078396,0.000013126801,0.000051458977,0.9895321,0.0058098063,0.00008967863,0.00020116342,0.000010697284],"about_ca_topic_score_codex":0.018608607,"about_ca_topic_score_gemma":0.011855104,"teacher_disagreement_score":0.018608607,"about_ca_system_score_codex":0.00070635846,"about_ca_system_score_gemma":0.00059675606,"threshold_uncertainty_score":0.037000597},"labels":[],"label_agreement":null},{"id":"W2083458728","doi":"10.1016/j.actamat.2011.06.039","title":"Spectral evidence of spinodal decomposition, phase transformation and molecular nitrogen formation in supersaturated TiAlN films upon annealing","year":2011,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Ministerio de Ciencia e Innovación","keywords":"Materials science; Spinodal decomposition; XANES; Annealing (glass); Nucleation; Crystallography; Tin; X-ray crystallography; Analytical Chemistry (journal); Phase (matter); Diffraction; Spectroscopy; Metallurgy; Thermodynamics; Optics","score_opus":0.025376743029110232,"score_gpt":0.2508533914528377,"score_spread":0.22547664842372747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083458728","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":[0.9968815,0.00025204686,0.0008629893,0.000063168874,0.000010817437,0.0000052675705,0.00009152059,0.000033309156,0.0017994073],"genre_scores_gemma":[0.99882334,0.00007416474,0.00025785464,0.000014268258,0.0000028409272,0.0000058642313,0.000091342496,0.0000086579175,0.0007215289],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999312,0.000007528806,0.0000033010454,0.000015876436,0.000021024294,0.000021080994],"domain_scores_gemma":[0.9998242,0.00005816458,0.000043890028,0.000019680176,0.00003546836,0.000018539668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011575223,0.00014626021,0.00014877535,0.0003023997,0.0003375954,0.00016177965,0.00031001764,0.00028723993,0.0027288145],"category_scores_gemma":[0.00026340276,0.00014857885,0.00011093843,0.00021535251,0.00041680786,0.00020200478,0.00013221597,0.00053293235,0.00016180218],"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":[0.00019140147,0.000013126829,0.00055241585,0.000029577335,0.0000064289907,0.000107194515,0.00009994497,0.00006669075,0.9981192,0.000109688954,0.000044350734,0.000660015],"study_design_scores_gemma":[0.000010622343,0.00011189378,0.013902266,0.00000541879,0.000017528655,0.000146904,0.000111904024,0.0012628888,0.98400277,0.0000635501,0.00035844193,0.0000058357373],"about_ca_topic_score_codex":0.0017941131,"about_ca_topic_score_gemma":0.002922113,"teacher_disagreement_score":0.0027288145,"about_ca_system_score_codex":0.0002330445,"about_ca_system_score_gemma":0.000122444,"threshold_uncertainty_score":0.009128809},"labels":[],"label_agreement":null},{"id":"W2084435988","doi":"10.1016/j.actamat.2010.02.011","title":"Phase transformations in nickel sulphide: Microstructures and mechanisms","year":2010,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Metallic Glasses and Amorphous Alloys","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Materials science; Nickel; Microstructure; Phase (matter); Metallurgy","score_opus":0.005808265153983172,"score_gpt":0.22226690179900355,"score_spread":0.21645863664502038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084435988","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":[0.98511827,0.0012018861,0.0022746178,0.00020198857,0.000028315824,0.000019820165,0.00007766579,0.00009198445,0.010985475],"genre_scores_gemma":[0.99773115,0.0001983296,0.00030044364,0.000010499913,0.0000066079924,0.0000056616204,0.00003165569,0.000007355905,0.0017082901],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99996865,0.0000030088804,0.0000013599258,0.000005367558,0.000013866349,0.000007824415],"domain_scores_gemma":[0.99996245,0.000007844913,0.000009612219,0.000005362945,0.000009973408,0.000004667164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005673847,0.000100777404,0.0001130666,0.00026316557,0.00053989294,0.0004487697,0.0002239314,0.00021614408,0.0014269678],"category_scores_gemma":[0.0001494718,0.00012964134,0.00008753622,0.00015147348,0.00064143835,0.0003116368,0.00018750846,0.0001600741,0.00018786333],"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":[0.0005131542,0.00009109018,0.004751632,0.00026249126,0.000014761859,0.00052437605,0.0008218862,0.0032466573,0.9190204,0.057166703,0.00142572,0.012161086],"study_design_scores_gemma":[0.000076223776,0.00025055246,0.020914832,0.000018569106,0.000015740216,0.0005699521,0.0011404534,0.019599669,0.92541903,0.021092005,0.010878859,0.00002402762],"about_ca_topic_score_codex":0.0026685935,"about_ca_topic_score_gemma":0.004158269,"teacher_disagreement_score":0.0026685935,"about_ca_system_score_codex":0.00044773112,"about_ca_system_score_gemma":0.0002749557,"threshold_uncertainty_score":0.0053061843},"labels":[],"label_agreement":null},{"id":"W2086265604","doi":"10.1016/j.actamat.2008.01.016","title":"A transition from local equilibrium to paraequilibrium kinetics for ferrite growth in Fe–C–Mn: A possible role of interfacial segregation","year":2008,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Magnetic Properties and Applications","field":"Materials Science","cited_by":76,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Kinetics; Materials science; Ferrite (magnet); Decarburization; Austenite; Atmospheric temperature range; Kinetic energy; Beta ferrite; Alloy; Thermodynamics; Metallurgy; Growth rate; Microstructure; Composite material","score_opus":0.018752619714930484,"score_gpt":0.23564254738903498,"score_spread":0.2168899276741045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086265604","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":[0.9608671,0.0005542902,0.028400194,0.0008111294,0.00010936064,0.00004814459,0.00019831417,0.0007299831,0.008281398],"genre_scores_gemma":[0.99725205,0.00006080042,0.0007823561,0.000030569572,0.0000058487617,0.00001506938,0.00005820226,0.000055383654,0.001739657],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988663,0.000008330254,0.000006004086,0.000042456326,0.000022662425,0.000034008328],"domain_scores_gemma":[0.9997267,0.000121338955,0.000025618796,0.000047081052,0.00004577579,0.000033440112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024230653,0.00022335502,0.0003005327,0.00031448534,0.00052603544,0.0009571585,0.0009643376,0.0005657589,0.007312502],"category_scores_gemma":[0.00092168606,0.00039610575,0.00019301688,0.00012626887,0.0005100279,0.0015883498,0.00039872283,0.0008052683,0.0008065853],"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":[0.00092856627,0.0004971973,0.00328625,0.00029448274,0.000034910125,0.0005777984,0.00070648064,0.0057048467,0.8811984,0.08215675,0.002806043,0.021808276],"study_design_scores_gemma":[0.0001588201,0.00037322938,0.0096478565,0.000026303027,0.00003292855,0.0006485544,0.00048264727,0.16796649,0.77817154,0.036113776,0.0062861186,0.00009174453],"about_ca_topic_score_codex":0.0007634363,"about_ca_topic_score_gemma":0.001058516,"teacher_disagreement_score":0.007312502,"about_ca_system_score_codex":0.00093665224,"about_ca_system_score_gemma":0.00025512362,"threshold_uncertainty_score":0.02446276},"labels":[],"label_agreement":null},{"id":"W2088439264","doi":"10.1016/j.actamat.2014.01.008","title":"Mechanisms of hydrogen-enhanced localized plasticity: An atomistic study using α-Fe as a model system","year":2014,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":285,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Dislocation; Plasticity; Molecular dynamics; Diffusion; Dislocation creep; Hydrogen; Chemical physics; Condensed matter physics; Crystallography; Thermodynamics; Computational chemistry; Composite material; Physics; Chemistry","score_opus":0.029654194466381064,"score_gpt":0.290685189348938,"score_spread":0.26103099488255693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088439264","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":[0.9771394,0.00053558976,0.012545825,0.00035092692,0.000024261248,0.00006960175,0.00012986686,0.00008140793,0.009123205],"genre_scores_gemma":[0.99799913,0.00015356016,0.0012578922,0.000018258996,0.0000034189466,0.000017723674,0.000030553518,0.000007900782,0.0005114496],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999403,0.000011393669,0.0000022794095,0.000007238473,0.000019955021,0.000018948593],"domain_scores_gemma":[0.9998715,0.000046936915,0.00002364155,0.000020604683,0.000022011522,0.000015333582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002000682,0.0002453185,0.0004892666,0.00031892405,0.0006242959,0.00044264973,0.0012840867,0.00090538955,0.0019159804],"category_scores_gemma":[0.00039838528,0.00036549766,0.000417067,0.00021251905,0.00094115635,0.000630354,0.00032271788,0.00038615672,0.00015618624],"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":[0.00032734047,0.00041736642,0.0047763973,0.0003913092,0.0001103612,0.001244817,0.00030029227,0.82290614,0.119434945,0.044015646,0.0009208361,0.0051545817],"study_design_scores_gemma":[0.00007200627,0.00009116039,0.0023712153,0.000008084142,0.00001768157,0.000087418804,0.00009708482,0.98787934,0.004425174,0.00458385,0.00035029734,0.000016804976],"about_ca_topic_score_codex":0.004053383,"about_ca_topic_score_gemma":0.0030619449,"teacher_disagreement_score":0.004053383,"about_ca_system_score_codex":0.00058868196,"about_ca_system_score_gemma":0.00044624732,"threshold_uncertainty_score":0.008059561},"labels":[],"label_agreement":null},{"id":"W2088872541","doi":"10.1016/s1359-6454(00)00134-8","title":"Plastic versus elastic deformation effects on magnetic Barkhausen noise in steel","year":2000,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Magnetic Properties and Applications","field":"Materials Science","cited_by":158,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Materials science; Barkhausen effect; Anisotropy; Isotropy; Deformation (meteorology); Composite material; Plasticity; Softening; Strain hardening exponent; Work hardening; Strain (injury); Magnetic field; Magnetization; Optics; Microstructure","score_opus":0.010344166134817251,"score_gpt":0.21936095535486727,"score_spread":0.20901678922005001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088872541","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":[0.98210216,0.0006346254,0.0059491396,0.0001716029,0.000049649145,0.000010518179,0.00004591484,0.00013796729,0.01089834],"genre_scores_gemma":[0.9984768,0.00008714284,0.00011220373,0.000011156836,0.000011813573,0.0000016035161,0.000016273527,0.000013753762,0.0012693395],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985147,0.000033101463,0.0000057339553,0.000022346661,0.000052387935,0.000034931385],"domain_scores_gemma":[0.99938726,0.0003677644,0.00007003698,0.000043940272,0.000076736236,0.00005418846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021921076,0.00028747504,0.00030246805,0.00051622285,0.0003403281,0.00030951053,0.00029936706,0.0003812274,0.0038182936],"category_scores_gemma":[0.001372246,0.00015667983,0.00016353205,0.0002515127,0.00058602315,0.00032811658,0.00025317955,0.00027641025,0.00045218633],"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":[0.0028959645,0.00019733916,0.0029013967,0.00025412758,0.000053860796,0.0012304503,0.000623616,0.073635735,0.8828283,0.012326562,0.00052629755,0.022526383],"study_design_scores_gemma":[0.00010916063,0.00088434084,0.075814955,0.000057284327,0.00014343657,0.0010180515,0.0005404601,0.4045288,0.507529,0.005888351,0.0033401055,0.00014608032],"about_ca_topic_score_codex":0.000745869,"about_ca_topic_score_gemma":0.0007522688,"teacher_disagreement_score":0.0038182936,"about_ca_system_score_codex":0.0002134874,"about_ca_system_score_gemma":0.00010130203,"threshold_uncertainty_score":0.012773514},"labels":[],"label_agreement":null},{"id":"W2089648627","doi":"10.1016/j.actamat.2007.12.039","title":"Modeling the effect of Al3Sc precipitates on the yield stress and work hardening of an Al–Mg–Sc alloy","year":2008,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":108,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Precipitation hardening; Alloy; Precipitation; Volume fraction; Work hardening; Aluminium; Hardening (computing); Metallurgy; Metastability; Thermodynamics; Composite material; Microstructure; Chemistry","score_opus":0.01400111026011928,"score_gpt":0.1979490396868495,"score_spread":0.18394792942673022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089648627","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":[0.98343635,0.0001892922,0.006294745,0.00014486488,0.000026467487,0.000030954696,0.00014379842,0.00012089298,0.009612524],"genre_scores_gemma":[0.997926,0.00004660429,0.0007222349,0.000012456092,0.0000048178335,0.000007732593,0.00003109413,0.000017855618,0.001231094],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999268,0.000010627503,0.000003821241,0.000012821025,0.0000211507,0.00002477566],"domain_scores_gemma":[0.9996954,0.00012957514,0.00005224466,0.000021987213,0.00007179128,0.000029054305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021550042,0.00049336767,0.00039996637,0.00037422366,0.00044005053,0.0005843073,0.00094290165,0.0012656153,0.0020578504],"category_scores_gemma":[0.00078983704,0.00047926477,0.0005343365,0.00043421699,0.00055546983,0.00047250773,0.000256224,0.00030518012,0.0002068433],"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":[0.00008675868,0.000057504385,0.0013217712,0.000029680208,0.000012434215,0.000101848265,0.00002287203,0.9877303,0.008506926,0.0008738041,0.000103261606,0.0011528634],"study_design_scores_gemma":[0.000011678304,0.000019065063,0.00044705335,0.0000014619649,0.000005741516,0.0000058863216,0.00000798146,0.99792117,0.0013875687,0.00010228406,0.00008683186,0.0000033102858],"about_ca_topic_score_codex":0.04354742,"about_ca_topic_score_gemma":0.026734006,"teacher_disagreement_score":0.04354742,"about_ca_system_score_codex":0.0011733857,"about_ca_system_score_gemma":0.0012910351,"threshold_uncertainty_score":0.086587906},"labels":[],"label_agreement":null},{"id":"W2090550176","doi":"10.1016/j.actamat.2008.10.044","title":"Linear stability analysis of phase separation in nanoscale systems","year":2008,"lang":"en","type":"article","venue":"Acta Materialia","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Spinodal decomposition; Materials science; RADIUS; Stability (learning theory); Linear stability; Particle size; Chemical physics; Phase (matter); Mode (computer interface); Particle (ecology); Molecular physics; Nanowire; Condensed matter physics; Instability; Mechanics; Nanotechnology; Physics; Quantum mechanics; Physical chemistry; Chemistry","score_opus":0.04612177023194088,"score_gpt":0.30258518448134214,"score_spread":0.2564634142494013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090550176","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":[0.37156162,0.0021036163,0.5737497,0.00176894,0.000119132914,0.00015059856,0.0002354813,0.00053786155,0.04977299],"genre_scores_gemma":[0.98307043,0.00033093613,0.00722821,0.00009207827,0.000065691136,0.000100655394,0.00009947589,0.0001013988,0.008910963],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996315,0.00010580063,0.000010030859,0.00005827829,0.00013266274,0.00006177674],"domain_scores_gemma":[0.9982292,0.0011160896,0.00017506772,0.00007091233,0.00035859403,0.000050204064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007362138,0.0005320845,0.000545698,0.0011571021,0.0006091052,0.0010673775,0.00067015254,0.0006283823,0.003503317],"category_scores_gemma":[0.0029867725,0.0002592524,0.0004894331,0.00035667536,0.0014625792,0.0010065142,0.0009855889,0.001107205,0.0005870428],"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":[0.000434158,0.0002135663,0.0018883568,0.00038948585,0.000114443064,0.0002337812,0.0004692588,0.5625514,0.07412087,0.33091098,0.0030396867,0.025634082],"study_design_scores_gemma":[0.000005682628,0.000018029636,0.00018113176,0.000004548982,0.0000042229303,0.0000102133,0.000015665883,0.98087215,0.0031968064,0.015446367,0.00023720323,0.000007976664],"about_ca_topic_score_codex":0.0041839383,"about_ca_topic_score_gemma":0.0017465585,"teacher_disagreement_score":0.0041839383,"about_ca_system_score_codex":0.001549351,"about_ca_system_score_gemma":0.0009057183,"threshold_uncertainty_score":0.011719763},"labels":[],"label_agreement":null},{"id":"W2093540525","doi":"10.1016/j.actamat.2014.12.037","title":"Reactions in a multilayered Si (substrate)/Ta/Mg/Fe/Ta/Pd thin-film structure during annealing and deuterium absorption","year":2015,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Hydrogen Storage and Materials","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; University of Alberta; Canadian Nuclear Laboratories; National Institute for Nanotechnology; McMaster University; Brockhouse Institute for Materials Research","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Materials science; Annealing (glass); Neutron reflectometry; Desorption; Transmission electron microscopy; Deuterium; Reflectometry; Thin film; Analytical Chemistry (journal); Crystallography; Neutron; Composite material; Adsorption; Nanotechnology; Neutron scattering; Chemistry; Chromatography; Physical chemistry","score_opus":0.025955823608198297,"score_gpt":0.2612190357810341,"score_spread":0.23526321217283583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093540525","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":[0.9980671,0.00025936024,0.0005463083,0.000020587162,0.000010462079,0.0000055031583,0.000099964054,0.000039484417,0.0009512864],"genre_scores_gemma":[0.9989893,0.000104095205,0.00043407019,0.0000050169388,0.0000017460901,0.0000025061252,0.000057039088,0.000008561834,0.00039762762],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999279,0.000005836524,0.000004146921,0.0000235424,0.000013054301,0.00002545919],"domain_scores_gemma":[0.9999435,0.000017811752,0.00001405795,0.000010719853,0.000008022822,0.0000058837336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009826202,0.0001922242,0.00018162596,0.00012436451,0.00022698558,0.00025547366,0.00027121074,0.00022093073,0.000946451],"category_scores_gemma":[0.00016051214,0.0002230975,0.0001481153,0.00012824289,0.0001704276,0.0002535315,0.000114993556,0.00027021213,0.00017707863],"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":[0.00018631952,0.000011626173,0.00024478676,0.000060699957,0.00001346408,0.000071226816,0.000051637715,0.000206716,0.998254,0.00012513662,0.000060022994,0.000714342],"study_design_scores_gemma":[0.000011972931,0.00007410594,0.0011410834,0.0000028327872,0.000010669051,0.000045126544,0.000020743772,0.00072167674,0.99746525,0.000021759592,0.00048158513,0.0000031123566],"about_ca_topic_score_codex":0.0016729779,"about_ca_topic_score_gemma":0.0024115143,"teacher_disagreement_score":0.0016729779,"about_ca_system_score_codex":0.00032143595,"about_ca_system_score_gemma":0.000121211444,"threshold_uncertainty_score":0.0033264756},"labels":[],"label_agreement":null},{"id":"W2103455855","doi":"10.1016/j.actamat.2007.03.007","title":"The Portevin–Le Chatelier (PLC) effect and shear band formation in an AA5754 alloy","year":2007,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":301,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; General Motors of Canada","keywords":"Portevin–Le Chatelier effect; Materials science; Necking; Shear band; Digital image correlation; Deformation bands; Dynamic strain aging; Deformation (meteorology); Strain rate; Shear (geology); Ultimate tensile strength; Strain (injury); Composite material; Plasticity; Metallurgy; Microstructure","score_opus":0.008065299015947292,"score_gpt":0.24520535857065054,"score_spread":0.23714005955470324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103455855","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":[0.9742357,0.0004904467,0.007901072,0.0002733385,0.00006665464,0.000021562199,0.00003423912,0.00011327236,0.016863529],"genre_scores_gemma":[0.9972355,0.000043697386,0.00071468175,0.000013240275,0.000004987237,0.0000042937395,0.000007935271,0.000015258543,0.0019604918],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999074,0.000023747341,0.000003711037,0.000014932819,0.000030098512,0.000020096815],"domain_scores_gemma":[0.9998022,0.00009274812,0.00003620801,0.000021878404,0.000021987462,0.000025114112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025933274,0.00026546634,0.00034034188,0.00040069432,0.00059789524,0.00062665064,0.000520522,0.00071627606,0.003059608],"category_scores_gemma":[0.0007916696,0.00037273488,0.00022263001,0.00020444822,0.00093806785,0.00032576767,0.00038589488,0.0003860246,0.00022766355],"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":[0.0022742448,0.00038575628,0.008220435,0.0002892186,0.000081226186,0.0032606209,0.0011858391,0.42799667,0.45224497,0.08194477,0.0023218777,0.019794285],"study_design_scores_gemma":[0.00015319315,0.00031222476,0.009109615,0.000028630608,0.000055911958,0.00054720696,0.00018020722,0.86134773,0.12059625,0.00491775,0.0027053766,0.000045783272],"about_ca_topic_score_codex":0.0035115052,"about_ca_topic_score_gemma":0.0022703272,"teacher_disagreement_score":0.0035115052,"about_ca_system_score_codex":0.00051845465,"about_ca_system_score_gemma":0.00044063546,"threshold_uncertainty_score":0.010235369},"labels":[],"label_agreement":null},{"id":"W2105199069","doi":"10.1016/j.actamat.2014.06.004","title":"Segregation and clustering of solutes at grain boundaries in Mg–rare earth solid solutions","year":2014,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":223,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Akademia Górniczo-Hutnicza im. Stanislawa Staszica; McMaster University","keywords":"Materials science; Grain boundary; Recrystallization (geology); Alloy; Rare earth; Solid solution; Crystallography; Metallurgy; Microstructure","score_opus":0.01833575453051481,"score_gpt":0.23305130206897812,"score_spread":0.2147155475384633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105199069","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":[0.9972722,0.00042285203,0.0011325154,0.00012083137,0.000019056191,0.000006043095,0.000043221946,0.000024799785,0.00095841294],"genre_scores_gemma":[0.9981211,0.00017010747,0.00074525806,0.00002622054,0.00000758115,0.0000055544865,0.00007150126,0.000008020214,0.00084468897],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987376,0.00001787933,0.0000072111416,0.000034455887,0.000030666662,0.000036122616],"domain_scores_gemma":[0.9998797,0.000035031888,0.000030925057,0.000006640366,0.000027402213,0.000020332796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011191307,0.00015545999,0.0002618648,0.00044591728,0.00064139406,0.00067582383,0.00034761117,0.0003896625,0.0015063026],"category_scores_gemma":[0.00037468132,0.00020179765,0.00013195917,0.0002052782,0.0005209928,0.00048545835,0.0004412864,0.00035286442,0.00030624424],"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":[0.0007959093,0.00011725018,0.0032626137,0.00019000228,0.000040380466,0.000162217,0.00020925,0.006014501,0.97380865,0.006630488,0.00084708317,0.007921674],"study_design_scores_gemma":[0.00011175089,0.00028840385,0.0076386193,0.000018522729,0.000027183762,0.00012580246,0.00039242208,0.072978586,0.91319495,0.0028766235,0.002302941,0.00004407944],"about_ca_topic_score_codex":0.0019260029,"about_ca_topic_score_gemma":0.0017981987,"teacher_disagreement_score":0.0019260029,"about_ca_system_score_codex":0.00055054657,"about_ca_system_score_gemma":0.00031617907,"threshold_uncertainty_score":0.005039096},"labels":[],"label_agreement":null},{"id":"W2113717247","doi":"10.1016/j.actamat.2015.09.026","title":"The role of double twinning on transgranular fracture in magnesium AZ61 in a localized stress field","year":2015,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":118,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Crystal twinning; Materials science; Misorientation; Transgranular fracture; Stress field; Slip (aerodynamics); Metallurgy; Critical resolved shear stress; Shear (geology); Electron backscatter diffraction; Grain boundary; Composite material; Intergranular fracture; Microstructure; Structural engineering; Physics","score_opus":0.01605337091166865,"score_gpt":0.2487057811870288,"score_spread":0.23265241027536016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113717247","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":[0.9970483,0.00024917253,0.001171559,0.0000805834,0.000027260898,0.0000071207546,0.000021231781,0.000030892854,0.0013639786],"genre_scores_gemma":[0.9994603,0.00004518641,0.00012481485,0.000006331908,0.0000031012169,0.0000017658374,0.000007951261,0.000005117228,0.00034549623],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999223,0.000007310979,0.000004420627,0.000013059906,0.000027724602,0.000025138697],"domain_scores_gemma":[0.9998791,0.000030971143,0.000029849061,0.000015685908,0.000022368113,0.000022038343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015104927,0.00018358386,0.00030002196,0.0002328271,0.00048493527,0.00053627585,0.00031680096,0.00043184016,0.0028733558],"category_scores_gemma":[0.000289562,0.00017265485,0.00014127833,0.00014380335,0.0007322151,0.00037997347,0.00047591058,0.0002744612,0.00020067288],"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":[0.00088866794,0.000068681344,0.0016775059,0.00012127759,0.000016752076,0.0006496833,0.00026037704,0.0034467897,0.98051894,0.006274596,0.00022057802,0.0058561596],"study_design_scores_gemma":[0.00014186915,0.00067012676,0.016456757,0.000025288582,0.000048209524,0.0004864478,0.0008742401,0.048864312,0.92622656,0.0042617912,0.0018871722,0.000057185396],"about_ca_topic_score_codex":0.00074790395,"about_ca_topic_score_gemma":0.0009796269,"teacher_disagreement_score":0.0028733558,"about_ca_system_score_codex":0.00019591252,"about_ca_system_score_gemma":0.0002641217,"threshold_uncertainty_score":0.009612322},"labels":[],"label_agreement":null},{"id":"W2120594247","doi":"10.1016/j.actamat.2008.06.007","title":"PECVD low-permittivity organosilicate glass coatings: Adhesion, fracture and mechanical properties","year":2008,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Copper Interconnects and Reliability","field":"Materials Science","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Harvard School of Engineering and Applied Sciences; Semiconductor Research Corporation","keywords":"Materials science; Composite material; Adhesion; Fracture (geology); Silicon nitride; Stiffness; Layer (electronics)","score_opus":0.02077567065390722,"score_gpt":0.2287376467655254,"score_spread":0.20796197611161818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120594247","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":[0.997401,0.0012046525,0.0005750927,0.000019881996,0.000014888514,0.0000042563984,0.000049868966,0.000009132318,0.00072119955],"genre_scores_gemma":[0.9972199,0.0005241515,0.0006364536,0.00001575114,0.000007425971,0.0000038336093,0.00010375152,0.00000864265,0.0014800497],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99977845,0.000017480503,0.00001108952,0.000030439449,0.0001064299,0.00005608889],"domain_scores_gemma":[0.9997124,0.00008071409,0.000058172944,0.000037490277,0.00008843859,0.0000227387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024862564,0.0002640175,0.00019721342,0.0002773085,0.00023557544,0.00032722877,0.00032871272,0.00056289794,0.00077891507],"category_scores_gemma":[0.00046894385,0.00032635953,0.00019947297,0.00028035286,0.00029513685,0.00024094568,0.00016509819,0.0004017726,0.00020174954],"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":[0.00012359841,0.000019235411,0.0006007481,0.000028104507,0.0000075019684,0.000063748914,0.000027555556,0.00017027099,0.9968382,0.000031424566,0.000052695952,0.0020369394],"study_design_scores_gemma":[0.000007701036,0.00021601212,0.008670697,0.000003389356,0.000013426004,0.000100975645,0.000040383075,0.0008541877,0.9897683,0.000016050077,0.00030354367,0.0000053722997],"about_ca_topic_score_codex":0.0015067762,"about_ca_topic_score_gemma":0.0025735167,"teacher_disagreement_score":0.0015067762,"about_ca_system_score_codex":0.00025711503,"about_ca_system_score_gemma":0.00013191186,"threshold_uncertainty_score":0.002996087},"labels":[],"label_agreement":null},{"id":"W2125085753","doi":"10.1016/j.actamat.2005.12.002","title":"Phase field model of stress-induced surface instabilities: Surface diffusion","year":2006,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Instability; Materials science; Phase (matter); Surface (topology); Diffusion; Phase field models; Stress (linguistics); Field (mathematics); Stress field; Surface diffusion; Mechanics; Condensed matter physics; Physics; Finite element method; Thermodynamics; Geometry; Mathematics","score_opus":0.02805153947162197,"score_gpt":0.2727778225682162,"score_spread":0.24472628309659422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125085753","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":[0.37071136,0.0045648054,0.4797051,0.0070529287,0.0010509901,0.00029676326,0.00085845595,0.00064739183,0.13511212],"genre_scores_gemma":[0.9505305,0.0010217206,0.011181116,0.00030800415,0.00025266936,0.00013486513,0.00018568995,0.00013967243,0.036245704],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984264,0.00004542747,0.000006371245,0.000026126836,0.000041644347,0.000037835005],"domain_scores_gemma":[0.99953413,0.00013352912,0.00005965445,0.00003794389,0.00014772998,0.00008695264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042568002,0.00093528914,0.001325514,0.0010496546,0.0007897452,0.001885244,0.002332497,0.0028248806,0.0052779536],"category_scores_gemma":[0.0014873694,0.0005514399,0.00072534505,0.00075099466,0.0020687643,0.002713487,0.0009940781,0.0012409667,0.0006456779],"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":[0.00014469355,0.00012819137,0.00037235455,0.000102435115,0.00003957656,0.00022775693,0.00008688731,0.2892214,0.009792968,0.694809,0.0021273573,0.0029473447],"study_design_scores_gemma":[0.000040385825,0.000011239012,0.00008493677,0.0000028644954,0.000005081661,0.000022692777,0.000012033827,0.9601387,0.00025797272,0.039020013,0.00039372002,0.000010461344],"about_ca_topic_score_codex":0.00706436,"about_ca_topic_score_gemma":0.0031271768,"teacher_disagreement_score":0.00706436,"about_ca_system_score_codex":0.0016848127,"about_ca_system_score_gemma":0.0013384421,"threshold_uncertainty_score":0.017656565},"labels":[],"label_agreement":null},{"id":"W2128837480","doi":"10.1016/s1359-6454(01)00423-2","title":"An experimental study of the influence of imperfections on the buckling of compressed thin films","year":2002,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":115,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Harvard University","keywords":"Materials science; Auger electron spectroscopy; Buckling; Thin film; Diamond; Focused ion beam; Wavelength; Composite material; Nanoindentation; Nanotechnology; Ion; Optoelectronics","score_opus":0.021411871937641463,"score_gpt":0.22704302417529354,"score_spread":0.20563115223765208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128837480","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":[0.99816823,0.00019140815,0.00034576227,0.00003059865,0.000011008508,0.00001219112,0.00007855982,0.00001935133,0.0011427535],"genre_scores_gemma":[0.99851793,0.00015052943,0.00046761686,0.000012564169,0.0000111681975,0.000009714264,0.00008607596,0.000019351317,0.00072506984],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996598,0.000022628434,0.000016456917,0.000044132565,0.00017457765,0.00008239428],"domain_scores_gemma":[0.99855214,0.00074625324,0.00022552988,0.00021189239,0.00019371857,0.00007048447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024839962,0.00032291026,0.00033711427,0.00026228832,0.0006864393,0.00041941975,0.0006447168,0.0005339063,0.0038580508],"category_scores_gemma":[0.0014351979,0.00035427877,0.00017094499,0.00039430434,0.0009664457,0.00064044114,0.0005005386,0.0007432824,0.00017504634],"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":[0.00031565386,0.00010386878,0.00035723712,0.00009686585,0.00000866311,0.0001393379,0.00013886379,0.00088925473,0.99584514,0.0002447106,0.00008465807,0.0017757961],"study_design_scores_gemma":[0.00006374797,0.00087718305,0.008507996,0.000018946448,0.000017507635,0.00016066711,0.0001587296,0.011950943,0.9773566,0.00012083517,0.0007394417,0.000027396094],"about_ca_topic_score_codex":0.0019471399,"about_ca_topic_score_gemma":0.0018054929,"teacher_disagreement_score":0.0038580508,"about_ca_system_score_codex":0.00047575546,"about_ca_system_score_gemma":0.00025649383,"threshold_uncertainty_score":0.012906492},"labels":[],"label_agreement":null},{"id":"W2132788611","doi":"10.1016/j.actamat.2008.08.013","title":"Study on the solid solubility extension of Mo in Cu by mechanical alloying Cu with amorphous Cr(Mo)","year":2008,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Advanced materials and composites","field":"Engineering","cited_by":100,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Program for New Century Excellent Talents in University; National Research Council Canada; Specialized Research Fund for the Doctoral Program of Higher Education of China; Ministry of Education of the People's Republic of China","keywords":"Materials science; Solid solubility; Solubility; Amorphous solid; Metallurgy; Solid solution; Amorphous metal; Copper; Chemical engineering; Physical chemistry; Crystallography; Alloy","score_opus":0.02231843476624892,"score_gpt":0.23687120900355127,"score_spread":0.21455277423730235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132788611","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":[0.9979481,0.00058352354,0.00052478665,0.000020189953,0.0000053419435,0.0000075092184,0.00003429004,0.000008641656,0.0008675996],"genre_scores_gemma":[0.99865025,0.00020303235,0.00032956066,0.000004716288,0.0000052887967,0.0000035474332,0.000029126828,0.0000062102367,0.0007683802],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999101,0.000014784949,0.0000049693977,0.000018255007,0.000028416123,0.000023473067],"domain_scores_gemma":[0.9998715,0.000041872394,0.000032055206,0.00001796004,0.000028756278,0.000007840887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001393303,0.00016788981,0.00020925846,0.00016588402,0.00033994095,0.00021061019,0.00023453755,0.00018300486,0.0010332415],"category_scores_gemma":[0.00022977426,0.00014960313,0.00023124857,0.00022784378,0.00041649883,0.00027496304,0.0001942015,0.00027492346,0.00017565645],"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":[0.00027148757,0.000022837914,0.00041119166,0.00012843027,0.000010792981,0.00008117356,0.00013582091,0.00033243818,0.99637455,0.0003239519,0.00005527674,0.001851984],"study_design_scores_gemma":[0.000008506642,0.00022115734,0.0019272366,0.0000033184137,0.000014330482,0.000052545307,0.00006926872,0.0015001348,0.99504787,0.00003253344,0.0011187345,0.0000042682886],"about_ca_topic_score_codex":0.0025006996,"about_ca_topic_score_gemma":0.002340885,"teacher_disagreement_score":0.0025006996,"about_ca_system_score_codex":0.00023465298,"about_ca_system_score_gemma":0.00019405082,"threshold_uncertainty_score":0.0049723387},"labels":[],"label_agreement":null},{"id":"W2134165719","doi":"10.1016/j.actamat.2005.05.039","title":"Measurement and modelling of residual stresses in straightened commercial eutectoid steel rods","year":2005,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Materials science; Cementite; Residual stress; Spallation Neutron Source; Eutectic system; Spallation; Microstructure; Rod; Structural material; Composite material; Residual; Ferrite (magnet); Austenite; Neutron; Metallurgy; Nuclear physics","score_opus":0.03671920389688297,"score_gpt":0.20881409067717072,"score_spread":0.17209488678028775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134165719","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":[0.9898381,0.000092912735,0.008960996,0.000020181553,0.000007582951,0.000018889892,0.00017481353,0.00031281885,0.0005736713],"genre_scores_gemma":[0.99654096,0.000037863072,0.0027784018,0.000003504727,0.0000015698148,0.000008124516,0.00012506409,0.000020364367,0.00048414263],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99951255,0.00004142099,0.000022228793,0.00009358083,0.00028287488,0.000047317382],"domain_scores_gemma":[0.9993013,0.0001585499,0.00011428332,0.00013799709,0.00024918746,0.00003861455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034976087,0.00045992236,0.00038898297,0.0003261011,0.00023392138,0.00034862437,0.00070922147,0.00086981984,0.0008689711],"category_scores_gemma":[0.00065880193,0.00033015083,0.00029227874,0.0003435678,0.00046555887,0.00029833225,0.00016665469,0.0003830704,0.00037293124],"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":[0.00041621205,0.000078605684,0.0029664414,0.00008395636,0.000013199909,0.00015976896,0.00022861152,0.017226743,0.9707239,0.000120870514,0.0001239335,0.00785774],"study_design_scores_gemma":[0.00006085993,0.0017747704,0.07873465,0.000019695492,0.00004368411,0.0003378959,0.0002472802,0.17972155,0.7372669,0.00011173749,0.0015930057,0.000088045184],"about_ca_topic_score_codex":0.004303452,"about_ca_topic_score_gemma":0.004857821,"teacher_disagreement_score":0.004303452,"about_ca_system_score_codex":0.0005696937,"about_ca_system_score_gemma":0.00038659945,"threshold_uncertainty_score":0.008556783},"labels":[],"label_agreement":null},{"id":"W2148443506","doi":"10.1016/j.actamat.2010.07.029","title":"Spacing characterization in Al–Cu alloys directionally solidified under transient growth conditions","year":2010,"lang":"en","type":"preprint","venue":"Acta Materialia","topic":"Solidification and crystal growth phenomena","field":"Materials Science","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":"McMaster University","funders":"","keywords":"Dendrite (mathematics); Directional solidification; Transient (computer programming); Materials science; Phase (matter); Growth rate; Field (mathematics); Mechanics; Thermodynamics; Metallurgy; Microstructure; Mathematics; Geometry; Chemistry; Physics; Computer science","score_opus":0.023346558247756697,"score_gpt":0.26762568213554905,"score_spread":0.24427912388779235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148443506","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":[0.9974445,0.0003485027,0.0009556021,0.000014365136,0.00001318229,0.000004831988,0.00020114849,0.00006236599,0.00095548085],"genre_scores_gemma":[0.9985447,0.000080009966,0.0005934288,0.0000033777098,0.0000027205033,0.0000042719475,0.00014505825,0.000015964755,0.0006103797],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99982184,0.000013899926,0.00000986018,0.000056217177,0.00007305182,0.000025065101],"domain_scores_gemma":[0.9996209,0.00006736362,0.000080353035,0.00004939504,0.0001507387,0.00003118519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014293267,0.0001788074,0.00019819575,0.0003528163,0.00031311603,0.0005933583,0.00032316556,0.00024909902,0.0010581994],"category_scores_gemma":[0.0003613132,0.00020202847,0.00009195442,0.00041489594,0.00023431382,0.00021945252,0.00014640517,0.00020336297,0.00022840344],"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":[0.0002481985,0.000013120313,0.0008692491,0.00003665872,0.00000399437,0.000045180746,0.000076503,0.0003792662,0.9965797,0.00012074562,0.0000747043,0.001552618],"study_design_scores_gemma":[0.000009127885,0.00012710234,0.00536368,0.0000027811782,0.0000075583243,0.000050131322,0.0001123493,0.0037664997,0.98975426,0.000033908516,0.00076601724,0.000006599647],"about_ca_topic_score_codex":0.0023221956,"about_ca_topic_score_gemma":0.0027605284,"teacher_disagreement_score":0.0023221956,"about_ca_system_score_codex":0.000471248,"about_ca_system_score_gemma":0.00033715414,"threshold_uncertainty_score":0.0046173334},"labels":[],"label_agreement":null},{"id":"W2152107322","doi":"10.1016/j.actamat.2008.03.016","title":"Effects of solute concentrations on kinetic pathways in Ni–Al–Cr alloys","year":2008,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Advanced Materials Characterization Techniques","field":"Engineering","cited_by":87,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Office of Naval Research; Northwestern University; Fonds Québécois de la Recherche sur la Nature et les Technologies; National Science Foundation","keywords":"Nucleation; Atom probe; Materials science; Coalescence (physics); Kinetic energy; Thermodynamics; Phase (matter); Precipitation; Matrix (chemical analysis); Dissociation (chemistry); Classical nucleation theory; Alloy; Metallurgy; Physical chemistry; Chemistry; Composite material","score_opus":0.011284289250348379,"score_gpt":0.21231336436511833,"score_spread":0.20102907511476995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152107322","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":[0.99583167,0.0008956891,0.0009823636,0.00015163228,0.00003822561,0.000011803499,0.00015245937,0.00006603748,0.0018701629],"genre_scores_gemma":[0.99774796,0.0004154706,0.00070852024,0.000018316166,0.0000075050634,0.0000071970044,0.000086349435,0.000035147543,0.0009735156],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997875,0.000045671695,0.000017098962,0.00004308771,0.000050760773,0.0000559154],"domain_scores_gemma":[0.99900514,0.0005801391,0.00012065479,0.000040613773,0.00020035959,0.000053127435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038190815,0.00032645944,0.00032317327,0.00034920115,0.0007427669,0.0010618137,0.00045357164,0.0004092207,0.002191643],"category_scores_gemma":[0.001335981,0.000324968,0.00022595108,0.00027078492,0.00048119956,0.0007887426,0.0003351689,0.000539428,0.00044321595],"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":[0.0032036328,0.00019590156,0.001315781,0.00030152427,0.000031915155,0.00025537325,0.00017373206,0.008360472,0.9765304,0.002689569,0.00037048047,0.006571168],"study_design_scores_gemma":[0.000021421083,0.0001341846,0.0009135828,0.000011061576,0.000012274281,0.000030050334,0.00007136631,0.0097898785,0.9880434,0.000207374,0.00074720563,0.00001819373],"about_ca_topic_score_codex":0.004140526,"about_ca_topic_score_gemma":0.0039762943,"teacher_disagreement_score":0.004140526,"about_ca_system_score_codex":0.0011990732,"about_ca_system_score_gemma":0.0006852474,"threshold_uncertainty_score":0.008699894},"labels":[],"label_agreement":null},{"id":"W2168109301","doi":"10.1016/j.actamat.2008.08.002","title":"Room temperature interfacial reactions in electrodeposited Au/Sn couples","year":2008,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":73,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Hefei University of Technology","keywords":"Materials science; Kirkendall effect; Microstructure; Phase (matter); Electroplating; Tin; Layer (electronics); Crystallography; Metallurgy; Chemical engineering; Composite material; Chemistry","score_opus":0.009771221326514019,"score_gpt":0.20034599029958364,"score_spread":0.19057476897306963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168109301","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":[0.9916957,0.0010265175,0.0017092943,0.00005179111,0.000045288398,0.000015784884,0.00006742651,0.00006259134,0.00532568],"genre_scores_gemma":[0.9969907,0.00033242113,0.00038814373,0.00001603095,0.000007621113,0.0000066996495,0.00006118731,0.000010895521,0.002186287],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998424,0.000024263054,0.000007635561,0.00003693864,0.000055098913,0.000033713295],"domain_scores_gemma":[0.99992836,0.00003339981,0.000011330642,0.0000075401945,0.00001302081,0.000006373274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019807482,0.00030103765,0.00022914419,0.00021636348,0.00023118287,0.00035970166,0.00034630642,0.00029012046,0.0029998275],"category_scores_gemma":[0.00026534512,0.00021386449,0.00013320771,0.00016654428,0.00025354818,0.00046359462,0.00021488077,0.0004168617,0.00042827846],"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":[0.00020309695,0.000048957707,0.00021445872,0.00013021853,0.00001409264,0.00017381745,0.00014374465,0.00059310877,0.9930768,0.00095608365,0.0001653841,0.0042802277],"study_design_scores_gemma":[0.000008852587,0.00013634334,0.00075353344,0.0000039576116,0.000007582316,0.000060061226,0.000055203494,0.0016362567,0.9963742,0.00012905798,0.00083052827,0.000004404353],"about_ca_topic_score_codex":0.00077902415,"about_ca_topic_score_gemma":0.00115284,"teacher_disagreement_score":0.0029998275,"about_ca_system_score_codex":0.00028569522,"about_ca_system_score_gemma":0.00011590122,"threshold_uncertainty_score":0.010035455},"labels":[],"label_agreement":null},{"id":"W2219668629","doi":"10.1016/j.actamat.2015.04.037","title":"Microstructural evolution during non-isothermal annealing of a precipitation-hardenable aluminum alloy: Experiment and simulation","year":2015,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Novelis (Canada); McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Annealing (glass); Isothermal process; Recrystallization (geology); Alloy; Monte Carlo method; Precipitation; Aluminium; Metallurgy; Dynamic recrystallization; Precipitation hardening; Composite material; Thermodynamics; Hot working","score_opus":0.011104335418675806,"score_gpt":0.22248280212345886,"score_spread":0.21137846670478305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2219668629","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":[0.9947825,0.00006749978,0.0017969059,0.000046160487,0.000008759851,0.000018076136,0.00021327363,0.00013163952,0.0029351916],"genre_scores_gemma":[0.9990452,0.000017608447,0.0005401605,0.000003899099,0.0000016276728,0.0000068968952,0.000062617386,0.000010746309,0.00031116258],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999262,0.000007146758,0.0000028841994,0.000013984963,0.000026620062,0.000023173658],"domain_scores_gemma":[0.99972993,0.00012158376,0.000036577298,0.00003838521,0.000053700624,0.000019764326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018686165,0.00026208986,0.000316923,0.00026237036,0.0005047192,0.00033910244,0.0005047527,0.0005723311,0.002096678],"category_scores_gemma":[0.0005028455,0.00029041158,0.00034185857,0.00029444072,0.0006100592,0.00028319188,0.00018499648,0.0002792663,0.00014857814],"study_design_candidate":"bench_or_experimental","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":[0.0009271073,0.00030550672,0.010090485,0.00019703846,0.00005445418,0.0005570306,0.000282401,0.853913,0.12485523,0.0018936575,0.0005977965,0.006326397],"study_design_scores_gemma":[0.00004992359,0.0002406893,0.012180918,0.000006215494,0.000021063312,0.000066560875,0.00008124833,0.96418023,0.022450058,0.00027408788,0.00042843272,0.000020588002],"about_ca_topic_score_codex":0.009724015,"about_ca_topic_score_gemma":0.0084334565,"teacher_disagreement_score":0.009724015,"about_ca_system_score_codex":0.00079094263,"about_ca_system_score_gemma":0.0006794206,"threshold_uncertainty_score":0.019334853},"labels":[],"label_agreement":null},{"id":"W2224394334","doi":"10.1016/j.actamat.2015.11.028","title":"Time-resolved synchrotron tomographic quantification of deformation during indentation of an equiaxed semi-solid granular alloy","year":2016,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":44,"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":"Engineering and Physical Sciences Research Council; China Scholarship Council; Paul Scherrer Institut; Alzheimer Society of B.C.; Diamond Light Source","keywords":"Materials science; Equiaxed crystals; Indentation; Deformation (meteorology); Microstructure; Creep; Shrinkage; Synchrotron; Dilatant; Alloy; Composite material; Metallurgy; Optics","score_opus":0.013514831398480238,"score_gpt":0.24554496950898583,"score_spread":0.2320301381105056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2224394334","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":[0.9904654,0.00013403728,0.008596297,0.000022581893,0.0000067820856,0.000014991955,0.00012346444,0.00007057121,0.0005658979],"genre_scores_gemma":[0.9932647,0.00007005043,0.0062507954,0.000007677443,0.0000034186005,0.0000127038575,0.00007919162,0.000012291777,0.00029914378],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998853,0.0000115949715,0.000007215758,0.000022043001,0.000057586924,0.000016228567],"domain_scores_gemma":[0.99974555,0.000067352994,0.000072654126,0.000048163995,0.00004801829,0.000018176286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014534207,0.0001825338,0.00019372269,0.00034483545,0.00014562673,0.00020611763,0.00029514224,0.00031301755,0.0006513334],"category_scores_gemma":[0.00030823256,0.00015427302,0.000089290144,0.00040195018,0.0003837192,0.00023166588,0.00018868389,0.00023558058,0.000109475186],"study_design_candidate":"observational","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":[0.00005080924,0.000013082311,0.0004714571,0.000020354684,0.0000019447584,0.0000590306,0.00004071742,0.000994663,0.9967674,0.000074751515,0.000018444563,0.0014873318],"study_design_scores_gemma":[0.000012156261,0.00017309122,0.02885461,0.0000055493656,0.000008814902,0.00021918768,0.00009015962,0.036498707,0.9333112,0.00012504695,0.000682465,0.000018967421],"about_ca_topic_score_codex":0.0006182486,"about_ca_topic_score_gemma":0.0009908652,"teacher_disagreement_score":0.0006513334,"about_ca_system_score_codex":0.00025878195,"about_ca_system_score_gemma":0.0001341373,"threshold_uncertainty_score":0.0021789074},"labels":[],"label_agreement":null},{"id":"W2292536912","doi":"10.1016/j.actamat.2016.02.062","title":"Formation of Widmanstätten ferrite at very high temperatures in the austenite phase field","year":2016,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Austenite; Ferrite (magnet); Electron backscatter diffraction; Beta ferrite; Volume fraction; Metallurgy; Atmospheric temperature range; Microstructure; Composite material; Thermodynamics","score_opus":0.009442546817919981,"score_gpt":0.2123266945441079,"score_spread":0.20288414772618793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2292536912","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":[0.9967638,0.00025655646,0.0014676781,0.000021188753,0.000008220664,0.000012572299,0.00009310141,0.000044440072,0.0013325216],"genre_scores_gemma":[0.99780244,0.000058884598,0.0006272063,0.000009750894,0.0000026114296,0.000007096856,0.00009797215,0.000009770813,0.0013841445],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998228,0.000013134757,0.000008428328,0.000045226214,0.00007395672,0.00003645302],"domain_scores_gemma":[0.9997969,0.000031777974,0.000049044196,0.000018908999,0.00006994792,0.000033516026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020971886,0.0002248949,0.0002312327,0.00030965253,0.0002060964,0.00024786658,0.00021946298,0.00021604745,0.0013690426],"category_scores_gemma":[0.00029574783,0.00021025944,0.00012875532,0.0002315038,0.00044018246,0.00020209358,0.00016293918,0.0003036709,0.00018783807],"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":[0.00006312755,0.0000054264574,0.00037822005,0.000020691316,0.0000020653097,0.00006454968,0.000033351804,0.00011681171,0.9987626,0.00005388546,0.000020750913,0.0004785602],"study_design_scores_gemma":[0.000009926875,0.00020267486,0.015421914,0.0000043550863,0.00000488469,0.00012985054,0.000041161333,0.0006339213,0.98272896,0.00004758451,0.0007704803,0.000004276574],"about_ca_topic_score_codex":0.001614072,"about_ca_topic_score_gemma":0.0032368815,"teacher_disagreement_score":0.001614072,"about_ca_system_score_codex":0.00032600816,"about_ca_system_score_gemma":0.00023412042,"threshold_uncertainty_score":0.004579842},"labels":[],"label_agreement":null},{"id":"W2330661158","doi":"10.1016/j.actamat.2016.03.031","title":"The crystal structure, orientation relationships and interfaces of the nanoscale oxides in nanostructured ferritic alloys","year":2016,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Fusion materials and technologies","field":"Materials Science","cited_by":84,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Pacific Northwest National Laboratory; Los Alamos National Laboratory; Oak Ridge National Laboratory; Fusion Energy Sciences; University of California, Santa Barbara; Canadian Foundation for Dietetic Research; Basic Energy Sciences; Materials Research Science and Engineering Center, Harvard University; Office of Nuclear Energy; The Ministry of Economic Affairs and Employment; Division of Materials Research; Office of Science; Central South University; U.S. Department of Energy; National Science Foundation","keywords":"Materials science; Scanning transmission electron microscopy; Transmission electron microscopy; Oxide; Nanoscopic scale; Crystallography; Nanotechnology; Metallurgy","score_opus":0.014007675263365865,"score_gpt":0.2273285932364603,"score_spread":0.21332091797309444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330661158","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":[0.99614185,0.0005329245,0.0008690255,0.000040230032,0.000010937174,0.0000032667583,0.00008038049,0.000009678485,0.0023117482],"genre_scores_gemma":[0.99837327,0.00020766053,0.00038869382,0.000008337666,0.000005220789,0.000003815642,0.00012277212,0.0000065531217,0.0008837275],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999603,0.000004085215,0.000002209052,0.00000853834,0.00001755618,0.000007232277],"domain_scores_gemma":[0.9999281,0.000018070534,0.000018442925,0.0000039987235,0.000023169503,0.000008196878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007934555,0.00009879522,0.00010396618,0.00040679215,0.00034058094,0.000563425,0.00029834732,0.00017236352,0.0006698125],"category_scores_gemma":[0.00024268385,0.00017883808,0.00006928563,0.00020890162,0.00034112556,0.00026539547,0.00011620278,0.00023517059,0.00011113122],"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":[0.0004575074,0.000090382084,0.011500293,0.0001346517,0.000017357912,0.0001632225,0.00026794247,0.0027125853,0.9619272,0.012748538,0.00066512683,0.009315247],"study_design_scores_gemma":[0.000107533044,0.00035407365,0.0949123,0.00003256295,0.00006396601,0.0006072376,0.0012999383,0.057423644,0.82681936,0.009161923,0.009168207,0.00004924861],"about_ca_topic_score_codex":0.0034426113,"about_ca_topic_score_gemma":0.0050990996,"teacher_disagreement_score":0.0034426113,"about_ca_system_score_codex":0.00034609914,"about_ca_system_score_gemma":0.0002507054,"threshold_uncertainty_score":0.006845176},"labels":[],"label_agreement":null},{"id":"W2467738261","doi":"10.1016/j.actamat.2016.06.031","title":"The effect of alloying nickel with iron on the supersonic ballistic stage of high energy displacement cascades","year":2016,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Basic Energy Sciences; Fonds de recherche du Québec – Nature et technologies; Office of Science; Energy Frontier Research Centers; U.S. Department of Energy","keywords":"Materials science; Cascade; Supersonic speed; Nickel; Collision; High energy; Chemical physics; Atomic physics; Metallurgy; Thermodynamics; Physics; Chemical engineering","score_opus":0.005452634606842273,"score_gpt":0.18792615122990777,"score_spread":0.1824735166230655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2467738261","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":[0.99316895,0.00023677333,0.0006773982,0.00006848216,0.000032488053,0.000015935726,0.000032789354,0.00007137335,0.0056958226],"genre_scores_gemma":[0.9972452,0.00009499774,0.00029379898,0.000013314034,0.0000046378077,0.0000034523123,0.000018809473,0.000018230872,0.002307588],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983156,0.00001821033,0.000006104364,0.000021632231,0.0000640945,0.0000583626],"domain_scores_gemma":[0.9996834,0.00014977339,0.00004367109,0.000031464588,0.000051523115,0.000040263247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019890565,0.0002681733,0.00031160947,0.00019569484,0.00075303344,0.0006154634,0.00047205685,0.00036818066,0.00698727],"category_scores_gemma":[0.0007698588,0.00025920643,0.0001971117,0.00013239664,0.00061914575,0.0004170732,0.000413523,0.00037773766,0.00062028517],"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":[0.0025581587,0.000064103566,0.0009919428,0.00017529012,0.000026847023,0.000299212,0.0003523488,0.0028744014,0.98518187,0.0015812517,0.0003450247,0.0055495324],"study_design_scores_gemma":[0.0000667204,0.0010025044,0.0045443396,0.000009221391,0.000031886226,0.00007478582,0.00021186133,0.009181697,0.98261297,0.00019598045,0.0020461304,0.000021822505],"about_ca_topic_score_codex":0.0030151373,"about_ca_topic_score_gemma":0.00522779,"teacher_disagreement_score":0.00698727,"about_ca_system_score_codex":0.00070811796,"about_ca_system_score_gemma":0.00038232832,"threshold_uncertainty_score":0.023374736},"labels":[],"label_agreement":null},{"id":"W2518807394","doi":"10.1016/j.actamat.2016.08.054","title":"Direct numerical simulation of deformation twinning in polycrystals","year":2016,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Lawrence Livermore National Laboratory; Basic Energy Sciences; Argonne National Laboratory; U.S. Department of Energy; Laboratory Directed Research and Development; Office of Science","keywords":"Crystal twinning; Materials science; Deformation (meteorology); Plasticity; Critical resolved shear stress; Mechanics; Metallurgy; Microstructure; Composite material; Physics; Shear rate","score_opus":0.01861463859625136,"score_gpt":0.2559976488205168,"score_spread":0.23738301022426542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2518807394","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":[0.94748855,0.00025122266,0.02546315,0.00029419598,0.00011901996,0.000066058485,0.0002472304,0.00037427872,0.025696285],"genre_scores_gemma":[0.9916347,0.000041371117,0.006403909,0.000025040856,0.0000085479305,0.000027521179,0.00006291861,0.00005266732,0.0017433729],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998573,0.000023676277,0.0000058248966,0.00001609553,0.00005988336,0.000037281807],"domain_scores_gemma":[0.99930346,0.00041756674,0.000063253356,0.000060128237,0.00009817748,0.0000573845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002472918,0.00039260296,0.0007022825,0.0003942188,0.00062557054,0.0007274238,0.0010685031,0.0013921029,0.0036148191],"category_scores_gemma":[0.0015261983,0.00044569166,0.0003889867,0.00055147824,0.00090990175,0.00043937066,0.0005897549,0.0006988498,0.00020856687],"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":[0.00013105062,0.000091452384,0.0009545298,0.00007555605,0.000020465988,0.00016606828,0.00007381558,0.9833734,0.005108282,0.007021273,0.0003193162,0.0026647004],"study_design_scores_gemma":[0.000023366143,0.000017644168,0.00017617257,0.000002723051,0.0000022300712,0.000009864499,0.000012736038,0.9985337,0.0007214545,0.00035248947,0.00014399136,0.0000035424862],"about_ca_topic_score_codex":0.01208126,"about_ca_topic_score_gemma":0.010405677,"teacher_disagreement_score":0.01208126,"about_ca_system_score_codex":0.0008327827,"about_ca_system_score_gemma":0.0010319453,"threshold_uncertainty_score":0.024021864},"labels":[],"label_agreement":null},{"id":"W2525807534","doi":"10.1016/j.actamat.2016.09.026","title":"Spatiotemporal slip dynamics during deformation of gold micro-crystals","year":2016,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geomechanica (Canada)","funders":"Division of Materials Research; University of Illinois at Urbana-Champaign","keywords":"Materials science; Slip (aerodynamics); Deformation (meteorology); Composite material; Mineralogy; Geology; Thermodynamics","score_opus":0.00545074941800813,"score_gpt":0.2339377458227488,"score_spread":0.22848699640474066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2525807534","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":[0.9978818,0.0001212802,0.0006596038,0.000050725273,0.000010815277,0.0000048743445,0.00007841095,0.000017283886,0.0011751769],"genre_scores_gemma":[0.9989202,0.00006107848,0.00021697777,0.000007924986,0.000003991334,0.0000032548962,0.000056961708,0.0000052931227,0.0007244086],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999242,0.0000039608867,0.00000313084,0.000016069289,0.000026032958,0.000026719865],"domain_scores_gemma":[0.99985635,0.000042359352,0.00003301719,0.000015030639,0.000023539886,0.00002971549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007911012,0.000112105634,0.00019618041,0.00022570045,0.00029197877,0.00041565485,0.0002481752,0.00022423221,0.001895092],"category_scores_gemma":[0.00033972482,0.000121196426,0.000099065495,0.00021298257,0.0004040304,0.00033663475,0.0002168753,0.00034304612,0.00016947846],"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":[0.000398863,0.00008867125,0.0037840195,0.000089130954,0.00002661267,0.0007365618,0.00048681902,0.0027925824,0.9800555,0.001775097,0.0005304995,0.009235547],"study_design_scores_gemma":[0.000047412017,0.0002975297,0.11248943,0.00002341739,0.000028207678,0.0006362794,0.00083031796,0.11454119,0.7670262,0.0011049242,0.002916096,0.000059060094],"about_ca_topic_score_codex":0.002042025,"about_ca_topic_score_gemma":0.0025750985,"teacher_disagreement_score":0.002042025,"about_ca_system_score_codex":0.00045991514,"about_ca_system_score_gemma":0.00025246892,"threshold_uncertainty_score":0.006339729},"labels":[],"label_agreement":null},{"id":"W2544677206","doi":"10.1016/j.actamat.2016.10.031","title":"Mixed mode growth of an ellipsoidal precipitate: Analytical solution for shape preserving growth in the quasi-stationary regime","year":2016,"lang":"en","type":"article","venue":"Acta Materialia","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":24,"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":"Nucleation; Materials science; Constant (computer programming); Thermodynamics; Precipitation; Ellipsoid; Matrix (chemical analysis); Binary number; Growth rate; Physics; Mathematics; Geometry; Composite material","score_opus":0.04143003311512936,"score_gpt":0.2752840925817988,"score_spread":0.23385405946666946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2544677206","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":[0.19973315,0.001338808,0.78741825,0.0004058346,0.00006789801,0.00012682925,0.00010565204,0.00017827039,0.010625234],"genre_scores_gemma":[0.8904876,0.0013134516,0.093917444,0.00008640931,0.000046659607,0.00018463105,0.00007983496,0.00010811109,0.013775761],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989784,0.000018557468,0.000005037489,0.000020161391,0.000039716855,0.000018750969],"domain_scores_gemma":[0.99955136,0.0002252038,0.000062821244,0.000024980081,0.00010452444,0.00003115767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006279255,0.0005795797,0.00036168555,0.0007602934,0.0002787686,0.0006466312,0.00076357025,0.0009695464,0.001005162],"category_scores_gemma":[0.0015283973,0.00030880643,0.0006576962,0.0002192229,0.00066326675,0.00065841904,0.0006093511,0.0007285834,0.00037126066],"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":[0.00019019334,0.00013203263,0.003303064,0.00066494435,0.00005129814,0.0011405991,0.0010733946,0.43966225,0.24474779,0.28278133,0.0011377257,0.025115382],"study_design_scores_gemma":[0.0000042658157,0.000014261879,0.00018016578,0.000006575356,0.000002610492,0.00007159013,0.000021176578,0.9909532,0.0037638384,0.004601193,0.0003742083,0.0000069293533],"about_ca_topic_score_codex":0.0028500601,"about_ca_topic_score_gemma":0.0026794868,"teacher_disagreement_score":0.0028500601,"about_ca_system_score_codex":0.00085359777,"about_ca_system_score_gemma":0.0006629618,"threshold_uncertainty_score":0.00619334},"labels":[],"label_agreement":null},{"id":"W2574957312","doi":"10.1016/j.actamat.2016.11.058","title":"Liquid channel segregation and morphology and their relation with hot cracking susceptibility during columnar growth in binary alloys","year":2017,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":90,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"China Scholarship Council; McGill University Health Centre; Compute Canada; National Natural Science Foundation of China; Canada Research Chairs; McGill University","keywords":"Materials science; Eutectic system; Misorientation; Intergranular corrosion; Grain boundary; Cracking; Thermodynamics; Metallurgy; Microstructure; Composite material","score_opus":0.020144854785370408,"score_gpt":0.24011303180248317,"score_spread":0.21996817701711277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2574957312","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":[0.9994795,0.00011136999,0.00015327941,0.000006857777,0.0000011903957,0.0000020891355,0.0000282036,0.0000075260646,0.00021001884],"genre_scores_gemma":[0.99971396,0.000023979128,0.0000423071,0.0000018732729,0.0000010184605,0.000001639775,0.00002721974,0.0000039671568,0.00018396406],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999465,0.000007464704,0.0000034789994,0.000011022674,0.000017876795,0.000013746699],"domain_scores_gemma":[0.99956745,0.0001658502,0.000112168505,0.000020811234,0.00009929639,0.000034527355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000104780316,0.00008769781,0.00016464229,0.0004608433,0.00028733772,0.0005006622,0.00014025993,0.00020975166,0.0008790148],"category_scores_gemma":[0.0005840991,0.00018446399,0.000073410294,0.00027277495,0.0002561881,0.00027566703,0.00015537316,0.00020511932,0.00016140107],"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":[0.000910048,0.0000675223,0.017732523,0.000037014095,0.0000174447,0.0002185381,0.00025658816,0.0005409667,0.9757286,0.00012581282,0.0000737501,0.004291283],"study_design_scores_gemma":[0.000026732547,0.00028466218,0.21938911,0.0000071477366,0.000030170855,0.00024934934,0.00045029572,0.0093489345,0.76974666,0.0001345511,0.00031457437,0.000017872946],"about_ca_topic_score_codex":0.002699589,"about_ca_topic_score_gemma":0.0036127712,"teacher_disagreement_score":0.002699589,"about_ca_system_score_codex":0.00027282073,"about_ca_system_score_gemma":0.00014352525,"threshold_uncertainty_score":0.0053678155},"labels":[],"label_agreement":null},{"id":"W2584361667","doi":"10.1016/j.actamat.2017.01.063","title":"Effect of grain boundaries on texture formation during dynamic recrystallization of magnesium alloys","year":2017,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":325,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Army Research Laboratory","keywords":"Misorientation; Materials science; Nucleation; Electron backscatter diffraction; Grain boundary; Dynamic recrystallization; Recrystallization (geology); Slip (aerodynamics); Crystallography; Crystal twinning; Condensed matter physics; Microstructure; Dislocation; Grain growth; Metallurgy; Composite material; Thermodynamics; Hot working; Chemistry","score_opus":0.007704119611515081,"score_gpt":0.2543042172674175,"score_spread":0.2466000976559024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2584361667","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":[0.99826896,0.0005571524,0.00023790091,0.000030509536,0.000017328493,0.0000056058902,0.00004978287,0.000035740497,0.0007969172],"genre_scores_gemma":[0.999385,0.00009175926,0.00011983586,0.000008153096,0.0000025807735,0.0000021083194,0.00003417218,0.000027189615,0.0003290648],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998709,0.000010527479,0.000008493876,0.000029745917,0.000036740978,0.000043613098],"domain_scores_gemma":[0.9996896,0.00011436622,0.00006953141,0.000037527916,0.000052600004,0.00003651326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000115130046,0.00015350619,0.00027174287,0.00013348491,0.000305445,0.00046934656,0.00031329875,0.0002122218,0.0019623684],"category_scores_gemma":[0.0007980213,0.00021135993,0.00010385243,0.00015025919,0.00031963602,0.00045328873,0.00023360555,0.00036254566,0.00024245188],"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":[0.0011200636,0.000044051318,0.0008168866,0.00009720655,0.000013139478,0.00014532465,0.00014523196,0.00039407366,0.9922009,0.00011179852,0.00011305026,0.004798319],"study_design_scores_gemma":[0.000028221602,0.00019840733,0.0047634253,0.000005285551,0.000011896778,0.000045480145,0.00008458801,0.0012276613,0.9927216,0.00002475362,0.00088036555,0.000008344415],"about_ca_topic_score_codex":0.0017808591,"about_ca_topic_score_gemma":0.0037032692,"teacher_disagreement_score":0.0019623684,"about_ca_system_score_codex":0.00035416262,"about_ca_system_score_gemma":0.0002585383,"threshold_uncertainty_score":0.0065647364},"labels":[],"label_agreement":null},{"id":"W2604319606","doi":"10.1016/j.actamat.2017.04.018","title":"Size and rate dependent grain boundary motion mediated by disconnection nucleation","year":2017,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nucleation; Materials science; Grain boundary; Mechanics; Boundary (topology); Motion (physics); Grain size; Classical mechanics; Thermodynamics; Physics; Composite material; Mathematical analysis; Mathematics; Microstructure","score_opus":0.012067696122782924,"score_gpt":0.23524680980286086,"score_spread":0.22317911368007795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604319606","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":[0.9873488,0.00054339296,0.005069367,0.000109792425,0.000110947825,0.000016420912,0.00007497353,0.00014405361,0.0065822457],"genre_scores_gemma":[0.99809295,0.00009268233,0.00048587823,0.000010399937,0.0000060911343,0.0000071428594,0.000035184818,0.000023760016,0.0012459853],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99991906,0.000005103495,0.00000298312,0.000025510832,0.000029911094,0.00001745058],"domain_scores_gemma":[0.9998109,0.00007756738,0.000043075117,0.00002506332,0.000020711233,0.000022799833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010647333,0.0001875503,0.00025648822,0.00017084899,0.00030590108,0.0005437497,0.00063904794,0.0003065755,0.0028982013],"category_scores_gemma":[0.00045975423,0.00025725135,0.00010049028,0.00010505164,0.0003658911,0.0005048352,0.0003791009,0.00043313927,0.00041086323],"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":[0.00024850978,0.00006318138,0.0003942383,0.00007036277,0.000008403778,0.0001381072,0.00011478001,0.0011292392,0.9869796,0.006070363,0.0004579077,0.004325393],"study_design_scores_gemma":[0.000066245986,0.000130329,0.0041615884,0.000007293159,0.000013499578,0.0001548943,0.000086132444,0.04060458,0.9503855,0.001835232,0.0025195905,0.000035048986],"about_ca_topic_score_codex":0.0004819514,"about_ca_topic_score_gemma":0.00080625573,"teacher_disagreement_score":0.0028982013,"about_ca_system_score_codex":0.0003801867,"about_ca_system_score_gemma":0.00018765601,"threshold_uncertainty_score":0.009695411},"labels":[],"label_agreement":null},{"id":"W2606427320","doi":"10.1016/j.actamat.2017.04.024","title":"Ab initio modelling of solute segregation energies to a general grain boundary","year":2017,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"H2020 European Research Council; Natural Sciences and Engineering Research Council of Canada; European Commission; Western Canada Research Grid; Compute Canada","keywords":"Grain boundary; Materials science; Boundary (topology); Ab initio; Tilt (camera); Work (physics); Quantum; Range (aeronautics); Ab initio quantum chemistry methods; Thermodynamics; Statistical physics; Condensed matter physics; Physics; Microstructure; Quantum mechanics; Geometry; Metallurgy; Molecule; Mathematical analysis","score_opus":0.05230375204010684,"score_gpt":0.26908101248098915,"score_spread":0.2167772604408823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606427320","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":[0.9148785,0.00023664732,0.06839326,0.00035895462,0.000028394199,0.000059225345,0.00023356666,0.00021898138,0.015592509],"genre_scores_gemma":[0.9830193,0.00013397788,0.015164307,0.000055353445,0.000011221532,0.00009602786,0.00010374891,0.00005317149,0.0013629119],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999044,0.00001892171,0.0000041243043,0.000012797846,0.00003559696,0.000024024375],"domain_scores_gemma":[0.99986875,0.00004511512,0.000015459225,0.000022743818,0.00003043796,0.000017447806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002876875,0.00028182656,0.0004919802,0.000517134,0.00077317416,0.00060274807,0.0008837479,0.0010253614,0.0013392881],"category_scores_gemma":[0.0005833068,0.00028655562,0.00045795392,0.0004816114,0.00069955114,0.00044883363,0.00060173526,0.000458091,0.0002093323],"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":[0.000036179707,0.00004390187,0.00090916315,0.000050386763,0.000014096315,0.00011876904,0.00005018707,0.9616929,0.009263285,0.025099782,0.00020379723,0.002517532],"study_design_scores_gemma":[0.000007431854,0.000008528826,0.00018144428,0.0000028218228,0.0000020663233,0.000005148548,0.000007716056,0.9969379,0.00067961065,0.002028366,0.00013593826,0.0000030074207],"about_ca_topic_score_codex":0.009092076,"about_ca_topic_score_gemma":0.0056377635,"teacher_disagreement_score":0.009092076,"about_ca_system_score_codex":0.0010315438,"about_ca_system_score_gemma":0.0009793176,"threshold_uncertainty_score":0.018078268},"labels":[],"label_agreement":null},{"id":"W2614101212","doi":"10.1016/j.actamat.2017.05.016","title":"Nanovoid failure in Magnesium under dynamic loads","year":2017,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Office of Science","keywords":"Materials science; Brittleness; Spall; Ductility (Earth science); Molecular dynamics; Magnesium; Anisotropy; Deformation mechanism; Dislocation; Deformation (meteorology); Composite material; Stress (linguistics); Metallurgy; Microstructure; Creep","score_opus":0.01468236159065083,"score_gpt":0.2610446487492765,"score_spread":0.24636228715862568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614101212","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":[0.99605393,0.00029892597,0.00092118816,0.00009130693,0.000040687773,0.0000099460285,0.00007309014,0.000051197596,0.0024596967],"genre_scores_gemma":[0.9984023,0.00004797847,0.00008264613,0.000016026848,0.0000067707706,0.0000050260414,0.000031480715,0.000009652894,0.00139812],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99973494,0.000016566068,0.000009090053,0.000036359274,0.00011789149,0.0000852486],"domain_scores_gemma":[0.9997267,0.0000670408,0.00005431185,0.000041621814,0.00006248115,0.00004785984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019902176,0.00021784371,0.0004355834,0.00050854345,0.00066578225,0.0006289722,0.0006279997,0.0006863592,0.0040442534],"category_scores_gemma":[0.0009128446,0.00025251298,0.0002004411,0.00023917094,0.00091669493,0.00055783807,0.00057529344,0.0002860086,0.0005410781],"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":[0.0019965544,0.00017098556,0.005487723,0.000273261,0.00005543254,0.0020144794,0.0009895859,0.02452844,0.9442686,0.0033407153,0.0014292089,0.015445168],"study_design_scores_gemma":[0.00015458594,0.0018853114,0.08931597,0.00012621198,0.000079389756,0.0011828775,0.0026759226,0.23043731,0.6576254,0.0067249015,0.009647613,0.00014450264],"about_ca_topic_score_codex":0.0025126438,"about_ca_topic_score_gemma":0.0031265914,"teacher_disagreement_score":0.0040442534,"about_ca_system_score_codex":0.00047152842,"about_ca_system_score_gemma":0.0003026668,"threshold_uncertainty_score":0.01352942},"labels":[],"label_agreement":null},{"id":"W2710938487","doi":"10.1016/j.actamat.2017.06.052","title":"A test of a phenomenological model of size dependent melting in Au nanoparticles","year":2017,"lang":"en","type":"article","venue":"Acta Materialia","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Queen's University","funders":"","keywords":"Materials science; Melting-point depression; Melting point; Phenomenological model; Molecular dynamics; Instability; Nanoparticle; Anisotropy; Melting temperature; Thermodynamics; Work (physics); Chemical physics; Condensed matter physics; Nanotechnology; Mechanics; Physics; Composite material; Optics","score_opus":0.044479504102766326,"score_gpt":0.2658319671829001,"score_spread":0.22135246308013376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2710938487","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":[0.92168003,0.0003306803,0.05109126,0.002899507,0.00024406429,0.0002322275,0.0003183186,0.00036055056,0.022843434],"genre_scores_gemma":[0.9964348,0.00007110298,0.0019773587,0.00014018558,0.000036462854,0.000053876123,0.000052125037,0.000022257604,0.001211884],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99949217,0.00011354105,0.000021243994,0.00013141983,0.00015270052,0.00008890319],"domain_scores_gemma":[0.99560213,0.0033142688,0.0002980553,0.00047207816,0.00020646829,0.00010701459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012183714,0.0005278765,0.0006560445,0.0006874596,0.0009215701,0.0010408236,0.0026135014,0.0023685892,0.0038701994],"category_scores_gemma":[0.00685109,0.00043409865,0.00085357385,0.0003770126,0.001793336,0.002203197,0.0008392744,0.0011253961,0.00028635323],"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":[0.0019397824,0.001013746,0.0074547827,0.00068356923,0.00018125266,0.0020436433,0.0010555392,0.35663253,0.13178511,0.48016536,0.0035928094,0.013451852],"study_design_scores_gemma":[0.0001972535,0.00032318998,0.0016259027,0.000015442487,0.000020865527,0.00018883405,0.00018494941,0.93157494,0.017654004,0.04761441,0.0005639184,0.00003629298],"about_ca_topic_score_codex":0.0026824828,"about_ca_topic_score_gemma":0.00083368976,"teacher_disagreement_score":0.0038701994,"about_ca_system_score_codex":0.0011000455,"about_ca_system_score_gemma":0.00090203056,"threshold_uncertainty_score":0.0129470825},"labels":[],"label_agreement":null},{"id":"W2725934899","doi":"10.1016/j.actamat.2017.07.009","title":"Diffusion mechanisms of C in 100, 110 and 111 Fe surfaces studied using kinetic activation-relaxation technique","year":2017,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Fusion materials and technologies","field":"Materials Science","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Regroupement Québécois sur les Matériaux de Pointe","funders":"Natural Sciences and Engineering Research Council of Canada; Qatar National Research Fund","keywords":"Materials science; Kinetic Monte Carlo; Kinetic energy; Density functional theory; Diffusion; Relaxation (psychology); Activation energy; Surface diffusion; Chemical physics; Adsorption; Characterization (materials science); Lattice (music); Physical chemistry; Monte Carlo method; Computational chemistry; Thermodynamics; Nanotechnology; Chemistry; Physics","score_opus":0.03591282570542124,"score_gpt":0.2875014992595441,"score_spread":0.25158867355412284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725934899","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":[0.9971992,0.00029503345,0.00105486,0.00005238113,0.0000075055864,0.0000075313706,0.00008471952,0.000017199181,0.0012815411],"genre_scores_gemma":[0.9985031,0.0001259207,0.0006019116,0.0000060160655,0.0000012779342,0.000005110328,0.00009054482,0.0000052421337,0.00066100096],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999484,0.000004899251,0.0000016564732,0.000015892583,0.000011677535,0.000017424802],"domain_scores_gemma":[0.99992096,0.00004579307,0.0000109790335,0.00000554669,0.000011749769,0.00000490532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013213229,0.00021944706,0.00022733232,0.00020586289,0.00035474313,0.00032164378,0.0004440535,0.00034102882,0.0017247193],"category_scores_gemma":[0.0002696475,0.00020069278,0.00017998063,0.00014143455,0.0003848251,0.00029637304,0.00012902287,0.00046151146,0.00014449554],"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":[0.00054762675,0.00003124948,0.001276991,0.00011575047,0.000013275977,0.00015178735,0.000194789,0.0011536421,0.9923039,0.0011890039,0.00014226556,0.002879737],"study_design_scores_gemma":[0.00006500682,0.00022990238,0.012674072,0.000023343317,0.000026758778,0.00023563778,0.00034126523,0.024298718,0.9598009,0.00037128766,0.0019096719,0.000023431374],"about_ca_topic_score_codex":0.004900362,"about_ca_topic_score_gemma":0.003149479,"teacher_disagreement_score":0.004900362,"about_ca_system_score_codex":0.00045463344,"about_ca_system_score_gemma":0.00019600689,"threshold_uncertainty_score":0.0097436905},"labels":[],"label_agreement":null},{"id":"W2743579444","doi":"10.1016/j.actamat.2017.08.010","title":"Coupled solute drag and transformation stasis during ferrite formation in Fe-C-Mn-Mo","year":2017,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Solvent drag; Austenite; Ferrite (magnet); Ternary operation; Metallurgy; Thermodynamics; Microstructure; Crystallography; Composite material; Grain boundary; Chemistry","score_opus":0.013493276403588397,"score_gpt":0.2129788798532179,"score_spread":0.1994856034496295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743579444","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":[0.99794763,0.000081031714,0.0006437819,0.00005701576,0.000009117929,0.000003840148,0.000022207263,0.000028003278,0.0012074262],"genre_scores_gemma":[0.9992557,0.000016045506,0.00007858858,0.000003891353,9.808323e-7,0.0000011911476,0.000012545508,0.0000056528647,0.0006253676],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99996805,0.000002648927,8.1713745e-7,0.000005732825,0.000008114077,0.000014603904],"domain_scores_gemma":[0.9999504,0.000018534583,0.00001094015,0.0000046808004,0.000007654307,0.000007722887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000059192284,0.000083932624,0.0001272136,0.00011207421,0.00037395852,0.00028156416,0.00023003401,0.00014009178,0.00242004],"category_scores_gemma":[0.00020088864,0.0001242615,0.000069943504,0.00009068367,0.00029563505,0.0002684452,0.00022006477,0.00031196797,0.00019368093],"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":[0.0008796024,0.00012679883,0.002923987,0.00010359594,0.000021588541,0.0003723285,0.00038637803,0.0043851715,0.97496,0.006608441,0.00068537483,0.008546569],"study_design_scores_gemma":[0.00006484272,0.00017193143,0.013354748,0.0000075954326,0.000010021831,0.00012473745,0.0003278413,0.036518835,0.9462208,0.0009930745,0.0021847994,0.000020792688],"about_ca_topic_score_codex":0.0034849972,"about_ca_topic_score_gemma":0.006290287,"teacher_disagreement_score":0.0034849972,"about_ca_system_score_codex":0.0005119489,"about_ca_system_score_gemma":0.0002607907,"threshold_uncertainty_score":0.0080958605},"labels":[],"label_agreement":null},{"id":"W2753561888","doi":"10.1016/j.actamat.2017.09.011","title":"Evolution of a mushy zone in a static temperature gradient using a volume average approach","year":2017,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Centre National d’Etudes Spatiales; Agence Nationale de la Recherche; Deutsche Forschungsgemeinschaft; European Space Agency","keywords":"Materials science; Diffusion; Volume (thermodynamics); Temperature gradient; Convection; Thermodynamics; Volume fraction; Mechanics; Phase (matter); Composite material; Chemistry; Physics","score_opus":0.02591607067652758,"score_gpt":0.2602948582510967,"score_spread":0.23437878757456915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753561888","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":[0.7294215,0.001474462,0.25324664,0.00044599862,0.00015926558,0.00007749425,0.0003212055,0.00071687315,0.014136575],"genre_scores_gemma":[0.9691948,0.0003093075,0.028199619,0.000042041538,0.000026848807,0.000026837439,0.00009778428,0.00013991944,0.0019628047],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999552,0.0000070412907,0.0000021226883,0.000010464372,0.000012579721,0.000012564698],"domain_scores_gemma":[0.99982554,0.00006414658,0.000029081595,0.000015836802,0.00002866876,0.00003668917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018789183,0.00034830513,0.00047130173,0.00069901336,0.00042371184,0.0009312202,0.0011907774,0.00071626174,0.0014868072],"category_scores_gemma":[0.0005926114,0.00042362258,0.0005100775,0.00036292587,0.0007100678,0.00071699894,0.00062304083,0.0005514917,0.00014265884],"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":[0.00029863164,0.00009332516,0.0028963343,0.0002655335,0.0001165796,0.00052556116,0.0001954882,0.8001305,0.11148304,0.06657917,0.0008427982,0.016572954],"study_design_scores_gemma":[0.00000906918,0.000010347683,0.0005462866,0.000003439795,0.0000072733565,0.000026321446,0.000011859966,0.9954732,0.001756358,0.001960097,0.0001865099,0.000009208705],"about_ca_topic_score_codex":0.0047995173,"about_ca_topic_score_gemma":0.003111859,"teacher_disagreement_score":0.0047995173,"about_ca_system_score_codex":0.00079578947,"about_ca_system_score_gemma":0.00044572607,"threshold_uncertainty_score":0.0095431805},"labels":[],"label_agreement":null},{"id":"W2762072022","doi":"10.1016/j.actamat.2017.10.027","title":"Using architectured materials to control localized shear fracture","year":2017,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Materials science; Martensite; Microstructure; Electron backscatter diffraction; Composite material; Shear (geology); Transmission electron microscopy; Shear band; Optical microscope; Softening; Metallurgy; Scanning electron microscope; Nanotechnology","score_opus":0.02129414684004375,"score_gpt":0.25405613628809975,"score_spread":0.232761989448056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762072022","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":[0.9085013,0.00078407786,0.08231223,0.00014966287,0.00023998809,0.000041445805,0.000109239525,0.0008515034,0.007010464],"genre_scores_gemma":[0.9852248,0.00014420824,0.013138176,0.000036101155,0.000014304336,0.000020729172,0.000035340992,0.000050152285,0.0013361097],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999232,0.0000068494337,0.0000044116773,0.000016955613,0.000033724606,0.000014839797],"domain_scores_gemma":[0.99986744,0.000023199249,0.000033825247,0.000026479547,0.000030719126,0.00001821981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013868135,0.00035776632,0.00020007967,0.00032333596,0.0002014856,0.00042095064,0.00041558332,0.00029393053,0.0011573794],"category_scores_gemma":[0.00022829065,0.00024091032,0.00009965558,0.00019155236,0.00030516967,0.0003084098,0.00040903274,0.00034904556,0.0002689209],"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":[0.000077321274,0.000041106316,0.00025710714,0.00005851402,0.0000071857803,0.000034546687,0.000025574098,0.008786702,0.9793632,0.0018291982,0.00020178877,0.009317712],"study_design_scores_gemma":[0.00006580564,0.0004267515,0.0016972339,0.000010898873,0.000026364976,0.00006678394,0.00004148988,0.11078238,0.87843305,0.0015656811,0.006853915,0.000029607398],"about_ca_topic_score_codex":0.0002048539,"about_ca_topic_score_gemma":0.0011293208,"teacher_disagreement_score":0.0011573794,"about_ca_system_score_codex":0.00027117375,"about_ca_system_score_gemma":0.00020098903,"threshold_uncertainty_score":0.0038717985},"labels":[],"label_agreement":null},{"id":"W2782705561","doi":"10.1016/j.actamat.2017.12.062","title":"Mechanically enhanced grain boundary structural phase transformation in Cu","year":2018,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Grain boundary; Creep; Crystallite; Ultimate tensile strength; Composite material; Metastability; Compression (physics); Phase (matter); Grain boundary strengthening; Tension (geology); Grain size; Shear (geology); Metallurgy; Microstructure","score_opus":0.01501069217472863,"score_gpt":0.2830988191954661,"score_spread":0.2680881270207375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782705561","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":[0.9959258,0.00023826303,0.0006627392,0.000042050786,0.000029244855,0.0000044353087,0.000023956663,0.000047287762,0.0030262654],"genre_scores_gemma":[0.9989391,0.000027871216,0.00014615788,0.000006687561,0.000002392961,0.0000024071385,0.000011782995,0.000008693457,0.00085499],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999416,0.000006527299,0.0000019007936,0.000011845365,0.00001857884,0.000019556395],"domain_scores_gemma":[0.9999522,0.0000068408904,0.000014557883,0.000007688582,0.00001175878,0.000006889674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000055385044,0.00014381885,0.00013434314,0.00017590099,0.00036207022,0.00036432967,0.00022607841,0.00021274592,0.0022177314],"category_scores_gemma":[0.00018453348,0.00015659485,0.00006977103,0.00015419406,0.00028162834,0.00020394824,0.0002302473,0.0002058574,0.00020875546],"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":[0.00037777558,0.00004662555,0.00068114424,0.00009802842,0.0000085996935,0.000151497,0.00016570979,0.0009432656,0.9888099,0.0025267508,0.0005323287,0.005658423],"study_design_scores_gemma":[0.000051328483,0.00028576714,0.010689077,0.000011352388,0.000012946772,0.00012955943,0.00024988578,0.0082629,0.97515535,0.00061193155,0.0045204903,0.000019470133],"about_ca_topic_score_codex":0.0016605201,"about_ca_topic_score_gemma":0.0037221138,"teacher_disagreement_score":0.0022177314,"about_ca_system_score_codex":0.0002696295,"about_ca_system_score_gemma":0.0002080961,"threshold_uncertainty_score":0.0074190497},"labels":[],"label_agreement":null},{"id":"W2793439153","doi":"10.1016/j.actamat.2018.02.013","title":"Microstructural evolution and high-temperature oxidation mechanisms of a titanium aluminide based alloy","year":2018,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Intermetallics and Advanced Alloy Properties","field":"Engineering","cited_by":187,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Materials science; Titanium aluminide; Transmission electron microscopy; Alloy; Aluminide; Substrate (aquarium); Lamellar structure; Phase (matter); Titanium alloy; Intermetallic; Microstructure; Crystallography; Scanning electron microscope; Chemical engineering; Metallurgy; Composite material; Nanotechnology","score_opus":0.00499580491539381,"score_gpt":0.18877047085036067,"score_spread":0.18377466593496686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793439153","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":[0.9983669,0.00014951426,0.00031816866,0.000018472752,0.0000042973566,0.0000035282235,0.00005240642,0.000014673227,0.0010720717],"genre_scores_gemma":[0.99925345,0.00003429676,0.00014207441,0.0000028075895,0.0000015473473,0.0000018318096,0.00004768096,0.000003365575,0.00051289634],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999941,0.000003362313,0.0000024584738,0.000012716179,0.000026421709,0.000013945733],"domain_scores_gemma":[0.9999274,0.000012998689,0.000018072951,0.000007706714,0.000025838903,0.000007961268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000847176,0.000108610475,0.00011490312,0.0003260952,0.00028267718,0.00031180828,0.00028693752,0.0003075492,0.0010508067],"category_scores_gemma":[0.00018353782,0.00018094544,0.00013593817,0.00020369209,0.00032914957,0.00021099587,0.000100684716,0.00017830309,0.00013830591],"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":[0.00035802444,0.000034277433,0.003527181,0.00005408584,0.000015435042,0.0002452006,0.000099169716,0.0030037805,0.9900918,0.0005992083,0.00011383741,0.0018580522],"study_design_scores_gemma":[0.000028451113,0.00045114366,0.081512555,0.000007403233,0.000051498126,0.0004202976,0.00034788233,0.028212914,0.88621724,0.00037154683,0.0023578585,0.00002123439],"about_ca_topic_score_codex":0.0034662026,"about_ca_topic_score_gemma":0.004139374,"teacher_disagreement_score":0.0034662026,"about_ca_system_score_codex":0.00042307857,"about_ca_system_score_gemma":0.00022583455,"threshold_uncertainty_score":0.0068920255},"labels":[],"label_agreement":null},{"id":"W2795391975","doi":"10.1016/j.actamat.2018.03.050","title":"Growth mechanism of primary needles during the solidification of chromium carbide overlays","year":2018,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Advanced materials and composites","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; American Welding Society Foundation","keywords":"Materials science; Carbide; Chromium; Diffusion; Alloy; Chromium carbide; Metallurgy; Kinetics; Overlay; Work (physics); Thermodynamics","score_opus":0.005860524478485047,"score_gpt":0.18254742328059848,"score_spread":0.17668689880211344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795391975","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":[0.9909061,0.0004135411,0.002059607,0.000041939435,0.00002806204,0.000025856869,0.00012970436,0.000106412044,0.006288603],"genre_scores_gemma":[0.9977214,0.00011017993,0.0006360876,0.00000490779,0.0000028556838,0.000004708595,0.00005668343,0.000015640493,0.0014474463],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999876,0.0000048368424,0.0000035759595,0.000028305021,0.000046714646,0.000040578067],"domain_scores_gemma":[0.99980885,0.000061986,0.000037838523,0.000024919742,0.000038101596,0.000028371545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008098486,0.00018356075,0.00016604892,0.0001915257,0.00026008178,0.00037352063,0.00036367954,0.00023618827,0.0018239209],"category_scores_gemma":[0.00031764625,0.00017471684,0.0001746582,0.00011495311,0.00023035775,0.00031522076,0.0001642896,0.0003329558,0.00040234558],"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":[0.00010198316,0.000015448693,0.0003967006,0.000054569176,0.000003340014,0.00014195305,0.00008523467,0.00042414805,0.9953376,0.0016208902,0.000116413576,0.0017016398],"study_design_scores_gemma":[0.0000076276174,0.000059408052,0.0019367168,0.000003802853,0.000004042888,0.00007905841,0.00006103674,0.003164009,0.99352586,0.00012653066,0.0010254937,0.000006485766],"about_ca_topic_score_codex":0.0030051915,"about_ca_topic_score_gemma":0.0038504587,"teacher_disagreement_score":0.0030051915,"about_ca_system_score_codex":0.00059604493,"about_ca_system_score_gemma":0.00030812706,"threshold_uncertainty_score":0.006101668},"labels":[],"label_agreement":null},{"id":"W2888467060","doi":"10.1016/j.actamat.2018.08.016","title":"Corrigendum to “Evaluation of an Al-Ce alloy for additive manufacturing” [Acta Mater. 126 (2017) 507–519]","year":2018,"lang":"en","type":"erratum","venue":"Acta Materialia","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Alloy; Metallurgy","score_opus":0.04590138859945976,"score_gpt":0.28354535874614817,"score_spread":0.23764397014668842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888467060","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024366534,0.005105623,0.00089390407,0.02873079,0.950277,0.00006943097,0.0007993149,0.00032827066,0.013551991],"genre_scores_gemma":[0.009786246,0.025380204,0.0045612617,0.06787146,0.15931207,0.00023152624,0.0037020394,0.001126129,0.728029],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948836,0.00037464977,0.0006322263,0.00054690597,0.003140533,0.00042207487],"domain_scores_gemma":[0.99013793,0.0014553514,0.00039144073,0.0005838167,0.007073996,0.00035746352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025486567,0.0025027725,0.002509651,0.004451762,0.004429322,0.0028372542,0.004460439,0.008053526,0.058998894],"category_scores_gemma":[0.015197966,0.0012203528,0.002420337,0.00259208,0.0020039445,0.0023221015,0.0025343313,0.0070509673,0.031912833],"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":[0.00003598932,0.000016856002,0.000041175477,0.00027226063,0.000011931331,0.00022387903,0.000020792204,0.0000736745,0.00040186718,0.0009146996,0.98950315,0.008483806],"study_design_scores_gemma":[0.000015797716,0.000035970916,0.00072154804,0.0001845557,0.000035164405,0.00020446775,0.000043057094,0.00016429304,0.0016184883,0.0009490637,0.9959929,0.000034623255],"about_ca_topic_score_codex":0.04115971,"about_ca_topic_score_gemma":0.06713276,"teacher_disagreement_score":0.058998894,"about_ca_system_score_codex":0.0044733887,"about_ca_system_score_gemma":0.0054281815,"threshold_uncertainty_score":0.19737095},"labels":[],"label_agreement":null},{"id":"W2888794898","doi":"10.1016/j.actamat.2018.08.050","title":"Cluster hardening in Al-3Mg triggered by small Cu additions","year":2018,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Atom probe; Precipitation hardening; Hardening (computing); Cluster (spacecraft); Solid solution strengthening; Copper; Precipitation; Metallurgy; Solid solution; Crystallography; Microstructure; Composite material; Chemistry; Physics","score_opus":0.009125196273716553,"score_gpt":0.19801430089685415,"score_spread":0.1888891046231376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888794898","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":[0.996061,0.00022827974,0.00041132266,0.000047833742,0.00003490249,0.000009191323,0.00008742402,0.00008494966,0.0030350834],"genre_scores_gemma":[0.99873203,0.000029169578,0.00009083823,0.000008319983,0.0000021777328,0.0000031646898,0.000025494037,0.000011331364,0.0010975207],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999076,0.000005352984,0.0000026000928,0.000023709736,0.0000270358,0.000033594653],"domain_scores_gemma":[0.99992895,0.00001623508,0.000019849607,0.000009364743,0.00001232081,0.00001322704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006302837,0.0001520439,0.00015209116,0.0001388351,0.0002495697,0.00025341308,0.00034374246,0.00025910957,0.004856731],"category_scores_gemma":[0.00018646385,0.00013104205,0.00010373189,0.00013398274,0.00025412563,0.00020867845,0.00020714232,0.00020670195,0.00043950742],"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":[0.00093990844,0.000042869713,0.00027106667,0.00011195575,0.000011718117,0.00013439546,0.00011490137,0.00077152974,0.99386346,0.00047855166,0.00050817686,0.0027514729],"study_design_scores_gemma":[0.00003068316,0.00015579742,0.003936008,0.000005543414,0.0000065990894,0.000034457164,0.000079391386,0.0047560595,0.9892111,0.00012186733,0.0016524729,0.000010094821],"about_ca_topic_score_codex":0.0024144768,"about_ca_topic_score_gemma":0.00522072,"teacher_disagreement_score":0.004856731,"about_ca_system_score_codex":0.00042624425,"about_ca_system_score_gemma":0.00019568308,"threshold_uncertainty_score":0.016247392},"labels":[],"label_agreement":null},{"id":"W2901450426","doi":"10.1016/j.actamat.2018.11.029","title":"Revealing fracture mechanisms of medium manganese steels with and without delta-ferrite","year":2018,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":188,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada; McGill University","funders":"Alexander von Humboldt-Stiftung","keywords":"Materials science; Austenite; Ferrite (magnet); Beta ferrite; Microstructure; Metallurgy; Martensite; Composite material; Toughness; Fracture toughness","score_opus":0.008078753066056555,"score_gpt":0.20599511233236384,"score_spread":0.1979163592663073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901450426","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":[0.9975204,0.00007756739,0.001695413,0.000013767123,0.000004221392,0.000005276841,0.000072735005,0.000038201295,0.0005724931],"genre_scores_gemma":[0.998978,0.000018888575,0.0006115362,0.0000025990287,6.592502e-7,0.000001983,0.000041408315,0.000004140904,0.0003406618],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989676,0.0000043697223,0.0000040432446,0.000021577434,0.000044477285,0.00002877171],"domain_scores_gemma":[0.9998192,0.000031294327,0.000037594968,0.00002588647,0.00006594719,0.00002015402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001498447,0.00017463107,0.000136203,0.00050304877,0.0002599219,0.00023033778,0.0005066618,0.00049819815,0.0016080437],"category_scores_gemma":[0.00024611995,0.00021577346,0.00021346826,0.0002034619,0.00035864394,0.0001892908,0.00015038188,0.0002649639,0.00015625522],"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":[0.00036833162,0.000027540904,0.0039082216,0.000030551768,0.0000072217476,0.00012972279,0.00005744749,0.0009644051,0.9916293,0.00042033533,0.00005147507,0.0024053825],"study_design_scores_gemma":[0.00004614677,0.00044617645,0.10968619,0.000011866525,0.000034094126,0.00054527505,0.00027160454,0.026946321,0.8604327,0.00055756455,0.0010006997,0.000021345226],"about_ca_topic_score_codex":0.0032194422,"about_ca_topic_score_gemma":0.0048478176,"teacher_disagreement_score":0.0032194422,"about_ca_system_score_codex":0.00036792998,"about_ca_system_score_gemma":0.00023075916,"threshold_uncertainty_score":0.0064014196},"labels":[],"label_agreement":null},{"id":"W2935833992","doi":"10.1016/j.actamat.2019.04.014","title":"Selective laser melting of a high strength Al Mn Sc alloy: Alloy design and strengthening mechanisms","year":2019,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":471,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rio Tinto (Canada)","funders":"Australian Research Council; American Councils","keywords":"Materials science; Alloy; Selective laser melting; Ductility (Earth science); Fabrication; Ultimate tensile strength; Precipitation; Metallurgy; Microstructure; Composite material","score_opus":0.008204283641481888,"score_gpt":0.19821886063120556,"score_spread":0.19001457698972368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2935833992","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":[0.9874077,0.00045763756,0.00770229,0.00009197841,0.000012936006,0.000023609127,0.00006702231,0.00014807412,0.004088662],"genre_scores_gemma":[0.99395657,0.00009153271,0.0037198742,0.000010244283,0.0000037190296,0.00000824759,0.00002745133,0.000022429964,0.0021599247],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99992025,0.0000054675606,0.0000048504435,0.00001656958,0.00003622569,0.000016568303],"domain_scores_gemma":[0.999879,0.000022642724,0.000033250606,0.000019220148,0.000032983007,0.000012790297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016607743,0.0001790744,0.00023906243,0.00037405992,0.00044994144,0.00029148592,0.00041986318,0.00034863633,0.0012258068],"category_scores_gemma":[0.00020550929,0.00017920011,0.00023295787,0.0003029093,0.0003732978,0.00027110783,0.00025124117,0.00016918009,0.00028822038],"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":[0.00016648551,0.000016953283,0.0005938774,0.000070059294,0.000006447837,0.000057765115,0.000046265755,0.0020871947,0.9921908,0.0007417899,0.000113630085,0.003908656],"study_design_scores_gemma":[0.000018515655,0.00024100574,0.0019144379,0.0000042145098,0.00002093883,0.00013028715,0.00004622771,0.016598634,0.97904223,0.00016273814,0.0018135388,0.000007229251],"about_ca_topic_score_codex":0.0019420553,"about_ca_topic_score_gemma":0.0043874388,"teacher_disagreement_score":0.0019420553,"about_ca_system_score_codex":0.0006726105,"about_ca_system_score_gemma":0.0006012199,"threshold_uncertainty_score":0.0048801303},"labels":[],"label_agreement":null},{"id":"W2939102069","doi":"10.1016/j.actamat.2019.05.036","title":"On the measurement of dislocations and dislocation substructures using EBSD and HRSD techniques","year":2019,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":253,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Argonne National Laboratory; Natural Sciences and Engineering Research Council of Canada; Office of Science; University of California, Davis; Australian Nuclear Science and Technology Organisation; U.S. Department of Energy","keywords":"Electron backscatter diffraction; Materials science; Dislocation; Condensed matter physics; Diffraction; Plasticity; Microstructure; Optics; Composite material; Physics","score_opus":0.027047996995568414,"score_gpt":0.23899400081966582,"score_spread":0.2119460038240974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2939102069","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":[0.44666997,0.012219319,0.50769013,0.00039861933,0.0006077112,0.00048372982,0.0032085972,0.0019315039,0.026790498],"genre_scores_gemma":[0.56978637,0.0072422,0.405659,0.00013609085,0.00011486685,0.00022848196,0.0016645403,0.00023694013,0.014931504],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99890184,0.00010084985,0.00006220234,0.00017594162,0.00070142973,0.000057801517],"domain_scores_gemma":[0.999033,0.00031330387,0.000069457645,0.0002947841,0.0002690634,0.000020541647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007603369,0.00058004,0.0005903367,0.001431233,0.00042302997,0.0005127762,0.0016250049,0.00063937873,0.0054782066],"category_scores_gemma":[0.00087317877,0.000507879,0.00043352798,0.0010371731,0.00078427425,0.00087214645,0.000714463,0.00084074517,0.0014809078],"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":[0.0001283472,0.000043057145,0.0011477773,0.00028600913,0.00003236817,0.00008305587,0.00007182192,0.0006707902,0.94422925,0.0010769401,0.00041800793,0.051812567],"study_design_scores_gemma":[0.000012202089,0.00011150067,0.012541883,0.000033167013,0.000035935594,0.00037865492,0.00005994097,0.0056593567,0.9728881,0.00072812557,0.007525136,0.00002601611],"about_ca_topic_score_codex":0.0017209066,"about_ca_topic_score_gemma":0.0036487787,"teacher_disagreement_score":0.0054782066,"about_ca_system_score_codex":0.00034506858,"about_ca_system_score_gemma":0.00030303898,"threshold_uncertainty_score":0.018326402},"labels":[],"label_agreement":null},{"id":"W2944052326","doi":"10.1016/j.actamat.2019.04.061","title":"Thermal conductivity of architected cellular metamaterials","year":2019,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":128,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Université Laval; McGill University","funders":"McGill University","keywords":"Thermal conductivity; Materials science; Metamaterial; Isotropy; Anisotropy; Homogenization (climate); Composite material; Thermal; Optoelectronics; Optics; Physics; Thermodynamics","score_opus":0.004800866070728446,"score_gpt":0.17527344082720994,"score_spread":0.1704725747564815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944052326","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":[0.9399052,0.00051916565,0.03350454,0.00022447639,0.000101221325,0.00001228951,0.000067522735,0.00012174649,0.025543915],"genre_scores_gemma":[0.9955651,0.0000777893,0.0019408669,0.000019624635,0.000008593013,0.0000074565323,0.000017450684,0.000009918636,0.0023531648],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999057,0.000024049417,0.0000025667637,0.000019788322,0.000026167136,0.000021636353],"domain_scores_gemma":[0.9998292,0.000065962886,0.000024141948,0.000027164471,0.0000354638,0.000017956092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013300439,0.00017852597,0.00013477103,0.00027017065,0.0001915571,0.000752032,0.0002242427,0.00037071956,0.0010832363],"category_scores_gemma":[0.0004902607,0.00015190405,0.00008259445,0.00013869617,0.00064190314,0.00032563944,0.00028177068,0.00025375106,0.00028920578],"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":[0.00024485783,0.000052049236,0.0010630379,0.000116774754,0.000015669622,0.0002103596,0.00028781142,0.04538744,0.76624995,0.17648731,0.0008474711,0.009037154],"study_design_scores_gemma":[0.000056407203,0.00022101359,0.0037533038,0.000036165082,0.000027779442,0.00043247442,0.00035243647,0.47777635,0.4528025,0.05906328,0.005402096,0.00007618775],"about_ca_topic_score_codex":0.00015935027,"about_ca_topic_score_gemma":0.00022021252,"teacher_disagreement_score":0.0010832363,"about_ca_system_score_codex":0.00028577365,"about_ca_system_score_gemma":0.00014368328,"threshold_uncertainty_score":0.003623724},"labels":[],"label_agreement":null},{"id":"W2946066308","doi":"10.1016/j.actamat.2019.05.029","title":"Deformation kinetics and constitutive relation analyses of bifurcation in work-hardening of face-centred cubic metals at cryogenic temperatures","year":2019,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Flow stress; Plasticity; Thermodynamics; Work hardening; Dislocation; Strain rate; Kinetic energy; Hardening (computing); Atmospheric temperature range; Work (physics); Mechanics; Classical mechanics; Metallurgy; Composite material; Physics; Microstructure","score_opus":0.032139532891820415,"score_gpt":0.26437940254698633,"score_spread":0.2322398696551659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946066308","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":[0.990657,0.00014488392,0.006255483,0.00007246293,0.0000067701617,0.000013356583,0.000066162735,0.00005536271,0.0027285444],"genre_scores_gemma":[0.9988681,0.000023981607,0.0004674604,0.0000034738823,0.0000011261471,0.000004924225,0.000025526928,0.000009382542,0.00059606915],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99994195,0.0000075312205,0.00000230674,0.000012157678,0.000021183418,0.000014892489],"domain_scores_gemma":[0.99978226,0.00011078955,0.000033867942,0.000025203706,0.00003622349,0.000011685532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001447972,0.00011603214,0.00017904401,0.00045575688,0.00029674597,0.00029087297,0.00038804338,0.00026042768,0.0025870393],"category_scores_gemma":[0.00061459903,0.0001872044,0.00022292654,0.00021652796,0.0004846536,0.00030543658,0.00015333574,0.00037122474,0.00022350116],"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":[0.00076311344,0.00027196493,0.014207655,0.00022270562,0.000035590645,0.00047068787,0.00093865633,0.116138645,0.8076964,0.035511594,0.0010543064,0.022688644],"study_design_scores_gemma":[0.00001773183,0.00007497258,0.02588247,0.000011713934,0.000008787208,0.00014041322,0.00014725243,0.8565978,0.112211406,0.0041212356,0.0007598257,0.000026507018],"about_ca_topic_score_codex":0.0021918141,"about_ca_topic_score_gemma":0.001970074,"teacher_disagreement_score":0.0025870393,"about_ca_system_score_codex":0.0004230784,"about_ca_system_score_gemma":0.00022776822,"threshold_uncertainty_score":0.008654535},"labels":[],"label_agreement":null},{"id":"W2965545764","doi":"10.1016/j.actamat.2019.07.043","title":"Macroscopic to nanoscopic in situ investigation on yielding mechanisms in ultrafine grained medium Mn steels: Role of the austenite-ferrite interface","year":2019,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":159,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Deutsches Elektronen-Synchrotron; Deutsche Forschungsgemeinschaft; Helmholtz-Gemeinschaft","keywords":"Materials science; Austenite; Nucleation; Ferrite (magnet); Martensite; Metallurgy; Dislocation; Plasticity; Grain size; Composite material; Microstructure; Thermodynamics","score_opus":0.01452535112420479,"score_gpt":0.23452859092356526,"score_spread":0.22000323979936048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965545764","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":[0.9925317,0.00027121356,0.0049197385,0.000052587322,0.000015387948,0.0000130870985,0.00013512968,0.000072222254,0.0019889886],"genre_scores_gemma":[0.9982938,0.00009606696,0.0008950485,0.000013103057,0.0000053971,0.000004589055,0.000032554326,0.0000083324485,0.00065112073],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999639,0.0000020766888,0.0000012710898,0.000011962265,0.000010143105,0.000010691474],"domain_scores_gemma":[0.99992347,0.000024256367,0.00001754976,0.00001208864,0.000014461448,0.000008200812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000068169,0.000112589434,0.000111168854,0.00012699144,0.00019052591,0.00022519789,0.00025755295,0.00022796242,0.001976756],"category_scores_gemma":[0.00010240126,0.00012689363,0.000081310325,0.00008228879,0.00039220793,0.00027296774,0.00019272283,0.00033071407,0.00015387108],"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":[0.00008243621,0.0000242755,0.00071773655,0.000044696983,0.0000034804848,0.00007144022,0.000058387493,0.0004253519,0.99644583,0.00038593417,0.000065562235,0.0016748882],"study_design_scores_gemma":[0.000019140853,0.00016618993,0.034419734,0.000006927334,0.000014150467,0.00022558567,0.0002740048,0.010878038,0.95197344,0.0003769773,0.0016358211,0.000009948978],"about_ca_topic_score_codex":0.001277298,"about_ca_topic_score_gemma":0.0018076254,"teacher_disagreement_score":0.001976756,"about_ca_system_score_codex":0.00023868983,"about_ca_system_score_gemma":0.00009452208,"threshold_uncertainty_score":0.006612897},"labels":[],"label_agreement":null},{"id":"W2968035450","doi":"10.1016/j.actamat.2019.08.010","title":"Kinetics of annealing-induced detwinning in chemical vapor deposited nickel","year":2019,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Ontario Research Foundation","keywords":"Materials science; Nanocrystalline material; Annealing (glass); Grain boundary; Nickel; Dislocation; Chemical vapor deposition; Composite material; Crystal twinning; Recrystallization (geology); Creep; Metallurgy; Condensed matter physics; Crystallography; Microstructure; Nanotechnology","score_opus":0.015231981281842694,"score_gpt":0.2351342908084325,"score_spread":0.21990230952658982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968035450","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":[0.9954768,0.00056242495,0.00080398296,0.0000575539,0.000027409542,0.000013974933,0.0001562843,0.00006241539,0.0028392046],"genre_scores_gemma":[0.9984968,0.00010040262,0.000103586586,0.00000568582,0.0000026117048,0.000004301856,0.00008762034,0.000013763275,0.0011852433],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998883,0.000007199228,0.0000043170476,0.000024906254,0.000040302308,0.000035024343],"domain_scores_gemma":[0.99980265,0.00009594323,0.000036978126,0.000016397618,0.000033275253,0.000014884905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001501479,0.0002111426,0.00025515308,0.00026048353,0.0002850148,0.00047721612,0.0003405915,0.00019745519,0.003307466],"category_scores_gemma":[0.0005368607,0.0002804026,0.00014475262,0.00020640691,0.0003019906,0.00038084126,0.00013216202,0.0003478591,0.00032492832],"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":[0.0010116538,0.0001262794,0.0034794346,0.00024344752,0.00005479557,0.00034300153,0.00039508895,0.0042253104,0.9797524,0.001951733,0.00061992736,0.0077969166],"study_design_scores_gemma":[0.000048675884,0.00036167516,0.036652766,0.000017470005,0.00002648373,0.00015861761,0.00026999344,0.029746935,0.93002623,0.00037539718,0.0022844607,0.00003121513],"about_ca_topic_score_codex":0.0046203756,"about_ca_topic_score_gemma":0.00548586,"teacher_disagreement_score":0.0046203756,"about_ca_system_score_codex":0.0006730263,"about_ca_system_score_gemma":0.00030478352,"threshold_uncertainty_score":0.011064589},"labels":[],"label_agreement":null},{"id":"W2987284452","doi":"10.1016/j.actamat.2019.10.042","title":"Subgrain dynamics during recovery of partly recrystallized aluminum","year":2019,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"DanScatt; European Research Council; Environmental Studies Research Funds; Otto Mønsteds Fond; European Synchrotron Radiation Facility; European Commission","keywords":"Materials science; Aluminium; Recrystallization (geology); Metallurgy; Dynamics (music); Composite material","score_opus":0.007904055996967611,"score_gpt":0.20600780927493872,"score_spread":0.1981037532779711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987284452","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":[0.9986798,0.00015758254,0.0003191304,0.000027358994,0.000005875295,0.0000038924204,0.00012937846,0.00004933795,0.0006276512],"genre_scores_gemma":[0.99921465,0.00003584149,0.00006448713,0.0000070407277,0.0000017303927,0.0000028228667,0.00009558607,0.000016345393,0.0005613821],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99992836,0.0000036746958,0.0000017270603,0.00001464712,0.000020064374,0.000031615218],"domain_scores_gemma":[0.9998369,0.000040757015,0.000045344885,0.000018469807,0.000036081656,0.000022464157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008191753,0.00016807466,0.00023080404,0.0002865859,0.0003721029,0.00034816022,0.00036622435,0.00021174744,0.0034683642],"category_scores_gemma":[0.0003818341,0.00012471697,0.000101018035,0.00029641343,0.0004094638,0.0004874083,0.0001936512,0.00033721264,0.00032140038],"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":[0.0010156352,0.000094867435,0.0033130944,0.000076162585,0.000020917405,0.0005488556,0.0004241551,0.0016855103,0.98547816,0.00029220612,0.00047199003,0.006578493],"study_design_scores_gemma":[0.000050452174,0.00062074786,0.09758872,0.00002024984,0.00003541608,0.000296513,0.0011534106,0.02392299,0.8730443,0.000324344,0.0029040438,0.000038745384],"about_ca_topic_score_codex":0.0036318416,"about_ca_topic_score_gemma":0.0038904408,"teacher_disagreement_score":0.0036318416,"about_ca_system_score_codex":0.0003394571,"about_ca_system_score_gemma":0.00023198305,"threshold_uncertainty_score":0.011602819},"labels":[],"label_agreement":null},{"id":"W2990421514","doi":"10.1016/j.actamat.2019.11.043","title":"Antiphase boundaries, magnetic domains, and magnetic vortices in Ni–Mn–Ga single crystals","year":2019,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grantová Agentura České Republiky; Ministerstvo Školství, Mládeže a Tělovýchovy; Canadian Mennonite University; National Science Foundation","keywords":"Condensed matter physics; Materials science; Magnetic domain; Magnetization; Magnetic anisotropy; Domain wall (magnetism); Single domain; Anisotropy; Demagnetizing field; Martensite; Magnetic field; Microstructure; Physics; Metallurgy; Optics","score_opus":0.010573986087862659,"score_gpt":0.22894191610251013,"score_spread":0.21836793001464747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990421514","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":[0.99644023,0.00015780074,0.00071868487,0.000063872285,0.000023119575,0.000004096323,0.0000197993,0.000020818605,0.002551468],"genre_scores_gemma":[0.99830014,0.000048412527,0.00055970054,0.000011168924,0.0000064106302,0.000008107622,0.000032995056,0.000009549607,0.0010235935],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99994624,0.0000072250537,0.0000033943977,0.000010539455,0.000019559806,0.0000131303805],"domain_scores_gemma":[0.9999174,0.00001884709,0.000021903346,0.000010854355,0.000016657405,0.000014306217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000079004356,0.00008356024,0.00021309775,0.00026098397,0.0006199982,0.0007381045,0.00031614472,0.00025836853,0.00093073456],"category_scores_gemma":[0.00024490507,0.00022179735,0.00006485328,0.00014407867,0.00058029604,0.00027941572,0.0002637141,0.0003676903,0.00011732833],"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":[0.000524586,0.00014843028,0.002826891,0.00012669063,0.00001922061,0.00041770012,0.00046963402,0.0035503563,0.9359722,0.045253523,0.0011765274,0.009514149],"study_design_scores_gemma":[0.00031578296,0.00039558532,0.025986355,0.00004595616,0.000025949834,0.0006942076,0.0009814848,0.111071974,0.8258136,0.025325289,0.009279838,0.000063917825],"about_ca_topic_score_codex":0.001687092,"about_ca_topic_score_gemma":0.0027589905,"teacher_disagreement_score":0.001687092,"about_ca_system_score_codex":0.0004109602,"about_ca_system_score_gemma":0.00041780318,"threshold_uncertainty_score":0.0033545494},"labels":[],"label_agreement":null},{"id":"W3004624508","doi":"10.1016/j.actamat.2020.02.002","title":"Chemical bonding effects on the brittle-to-ductile transition in metallic glasses","year":2020,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Metallic Glasses and Amorphous Alloys","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Regroupement Québécois sur les Matériaux de Pointe","funders":"European Research Council; Technische Universität Darmstadt; Deutsche Forschungsgemeinschaft","keywords":"Materials science; Plasticity; Amorphous metal; Brittleness; Amorphous solid; Composite material; Condensed matter physics; Crystallography; Alloy","score_opus":0.014880167009773411,"score_gpt":0.20140055577945742,"score_spread":0.18652038876968402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004624508","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":[0.9958305,0.0006042658,0.00050022255,0.00007106365,0.000015123747,0.0000063670345,0.0000430598,0.00003361483,0.0028958614],"genre_scores_gemma":[0.99917823,0.00021431719,0.00007495097,0.000012159565,0.000006685265,0.0000035552305,0.000020503181,0.000013734486,0.00047586203],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999434,0.000009629643,0.0000019354627,0.0000070116967,0.000021403739,0.000016670107],"domain_scores_gemma":[0.9998017,0.00010220558,0.000029631687,0.000016239022,0.000027947206,0.000022351434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014999894,0.00017716526,0.00019484192,0.00045766504,0.000537068,0.00036098354,0.0002537571,0.00020968486,0.00565211],"category_scores_gemma":[0.00038848253,0.0002548861,0.00011831329,0.00024157276,0.00059355795,0.00029267694,0.00038864493,0.00035102942,0.00030625623],"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":[0.00061837357,0.00008219293,0.002247377,0.00031509215,0.000044500823,0.00026422643,0.00050452806,0.005171886,0.96853983,0.015072651,0.0006019879,0.0065373746],"study_design_scores_gemma":[0.00007206385,0.0009341595,0.02975008,0.00004051686,0.00008962113,0.00017834954,0.0008561325,0.027399898,0.92967373,0.008136718,0.0027986257,0.00007006209],"about_ca_topic_score_codex":0.0012023435,"about_ca_topic_score_gemma":0.0021169642,"teacher_disagreement_score":0.00565211,"about_ca_system_score_codex":0.00015776175,"about_ca_system_score_gemma":0.00017227283,"threshold_uncertainty_score":0.018908143},"labels":[],"label_agreement":null},{"id":"W3021268126","doi":"10.1016/j.actamat.2020.04.015","title":"Precipitation kinetics, microstructure evolution and mechanical behavior of a developed Al–Mn–Sc alloy fabricated by selective laser melting","year":2020,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":205,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rio Tinto (Canada)","funders":"Australian Research Council","keywords":"Materials science; Microstructure; Nucleation; Small-angle X-ray scattering; Precipitation; Alloy; Selective laser melting; Kinetics; Composite material; Chemical engineering; Scattering; Thermodynamics; Optics","score_opus":0.010763986581859133,"score_gpt":0.2164543415939876,"score_spread":0.20569035501212846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021268126","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":[0.9982278,0.00017728574,0.0008655131,0.000021623915,0.000008168524,0.000004803181,0.00010225297,0.0000353911,0.0005571411],"genre_scores_gemma":[0.9981975,0.000052536278,0.000801559,0.0000042166785,0.0000025487986,0.000003942465,0.00007292424,0.0000086081955,0.00085629453],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99991167,0.0000054528346,0.0000071077893,0.000021542452,0.00004189105,0.000012282096],"domain_scores_gemma":[0.9998933,0.0000196775,0.000029982635,0.000011593183,0.00003615003,0.000009289232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011301766,0.00011891286,0.00016716731,0.00024653142,0.00023725472,0.00017707357,0.00022082943,0.00024042776,0.00087927683],"category_scores_gemma":[0.0002018142,0.00015466231,0.00018811086,0.00022634263,0.00019631513,0.00015652677,0.000071114555,0.00019427131,0.00013259056],"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":[0.00012273055,0.000011056625,0.00051278155,0.00002435021,0.0000043395635,0.000049269296,0.000029381039,0.0003836848,0.9977982,0.0000541503,0.000034245968,0.00097585],"study_design_scores_gemma":[0.000005651961,0.000101342215,0.005269075,0.0000011987331,0.00000938599,0.000039407656,0.000016553051,0.004055233,0.9900682,0.000014790701,0.00041470773,0.000004362606],"about_ca_topic_score_codex":0.002271549,"about_ca_topic_score_gemma":0.0031571714,"teacher_disagreement_score":0.002271549,"about_ca_system_score_codex":0.00034286646,"about_ca_system_score_gemma":0.00025699075,"threshold_uncertainty_score":0.0045166016},"labels":[],"label_agreement":null},{"id":"W3024874723","doi":"10.1016/j.actamat.2020.04.003","title":"Impact of solute flow during directional solidification of a Ni-based alloy: In-situ and real-time X-radiography","year":2020,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":74,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Safran Electronics (Canada)","funders":"Safran; Centre National d’Etudes Spatiales","keywords":"Materials science; Directional solidification; Dendrite (mathematics); Superalloy; Convection; Alloy; Synchrotron radiation; Casting; Crystal growth; Synchrotron; Oscillation (cell signaling); Liquid metal; Metallurgy; Mechanics; Optics; Thermodynamics","score_opus":0.016271684331439034,"score_gpt":0.2468449315752069,"score_spread":0.23057324724376788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024874723","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":[0.99729365,0.00039844305,0.0012188061,0.000048831815,0.000017953602,0.000007989177,0.00009420166,0.000043470078,0.0008766199],"genre_scores_gemma":[0.9979001,0.0002222908,0.0008534884,0.000011305223,0.0000060215793,0.0000033193169,0.000067671936,0.00002524412,0.00091034506],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998554,0.00002235466,0.000007074065,0.000034329405,0.000046512178,0.000034326556],"domain_scores_gemma":[0.9997483,0.00011438341,0.000045749282,0.00002115618,0.00005139665,0.000019034833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027997035,0.00028454154,0.00033010772,0.00016457385,0.0002753736,0.0008792409,0.00027609657,0.00040257405,0.0015445999],"category_scores_gemma":[0.000511804,0.00020587015,0.00013985675,0.00020802785,0.00060439535,0.0006330446,0.00024144702,0.00039724508,0.00022881124],"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":[0.00078483886,0.000027707674,0.00084918237,0.0000550409,0.000005293814,0.000109041175,0.00011664065,0.00031651265,0.9953057,0.000103684586,0.000048390328,0.0022778611],"study_design_scores_gemma":[0.00001774397,0.0001796614,0.006638663,0.0000056808403,0.000013626692,0.0000822102,0.00021748798,0.0040202774,0.9879518,0.000032687425,0.00082667376,0.000013459976],"about_ca_topic_score_codex":0.0030954208,"about_ca_topic_score_gemma":0.0032438706,"teacher_disagreement_score":0.0030954208,"about_ca_system_score_codex":0.0004988149,"about_ca_system_score_gemma":0.00044252252,"threshold_uncertainty_score":0.0061547756},"labels":[],"label_agreement":null},{"id":"W3041988166","doi":"10.1016/j.actamat.2020.07.010","title":"On the nucleation of deformation twins at the early stages of plasticity","year":2020,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; European Synchrotron Radiation Facility","keywords":"Materials science; Crystal twinning; Plasticity; Nucleation; Slip (aerodynamics); Deformation (meteorology); Microstructure; Crystallography; Stress (linguistics); Composite material; Condensed matter physics; Metallurgy; Thermodynamics","score_opus":0.026755897621089847,"score_gpt":0.22262546081767118,"score_spread":0.19586956319658133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041988166","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":[0.9049884,0.0070036426,0.04096289,0.000832399,0.00039379788,0.00008302263,0.00019963596,0.00015308868,0.045383114],"genre_scores_gemma":[0.9912816,0.0015486468,0.0024242802,0.00005097378,0.000052886342,0.000020028587,0.000088486486,0.000044116612,0.0044889795],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985063,0.000021052034,0.0000055412884,0.000029506575,0.0000501103,0.00004326581],"domain_scores_gemma":[0.9994956,0.00029387002,0.000044508775,0.000046949124,0.000085388376,0.000033548386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036815877,0.00022768763,0.00036320934,0.0005870381,0.00056535756,0.0008318171,0.0006962539,0.000552327,0.0031271696],"category_scores_gemma":[0.001542625,0.00030626496,0.00027034277,0.00018741642,0.0006619826,0.0012249104,0.0006658194,0.000768851,0.0005633724],"study_design_candidate":"bench_or_experimental","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":[0.0014111816,0.00026847143,0.0073454543,0.00060163747,0.000045898276,0.0020446526,0.00097501714,0.034383006,0.42677593,0.4466878,0.005041529,0.074419424],"study_design_scores_gemma":[0.00009024497,0.00048249908,0.020127272,0.00016349499,0.000060030692,0.00084707804,0.0005777917,0.2021648,0.5740047,0.1861151,0.015223043,0.00014397538],"about_ca_topic_score_codex":0.00086662814,"about_ca_topic_score_gemma":0.0010043666,"teacher_disagreement_score":0.0031271696,"about_ca_system_score_codex":0.00046961172,"about_ca_system_score_gemma":0.0002648303,"threshold_uncertainty_score":0.01046139},"labels":[],"label_agreement":null},{"id":"W3081807040","doi":"10.1016/j.actamat.2020.08.064","title":"In-situ TEM study of irradiation-induced damage mechanisms in monoclinic-ZrO2","year":2020,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Nuclear materials and radiation effects","field":"Materials Science","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nuclear Laboratories","funders":"Division of Materials Research; Engineering and Physical Sciences Research Council; UK National Ion Beam Centre; Diamond Light Source","keywords":"Materials science; Monoclinic crystal system; Transmission electron microscopy; Nanocrystalline material; Irradiation; Crystallography; Cubic zirconia; Texture (cosmology); Grain boundary; Phase (matter); In situ; Martensite; Microstructure; Analytical Chemistry (journal); Chemical physics; Crystal structure; Composite material; Nanotechnology; Ceramic; Chemistry","score_opus":0.03131859008021891,"score_gpt":0.28076556668039865,"score_spread":0.24944697660017973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081807040","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":[0.9983575,0.00026909026,0.00036110118,0.000016093734,0.000008260156,0.0000039422393,0.0000934046,0.000017472848,0.00087322266],"genre_scores_gemma":[0.99869776,0.00009128024,0.0002709173,0.0000064606666,0.0000038035068,0.0000030549943,0.00007880813,0.0000067032342,0.0008411229],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999392,0.0000054260154,0.0000025397871,0.000015106989,0.000020109168,0.000017646606],"domain_scores_gemma":[0.9999198,0.00001710129,0.00002498736,0.000008885478,0.000022664775,0.000006611621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000084914216,0.00015757309,0.00014999107,0.00012033942,0.00019846842,0.0001699732,0.0002758035,0.000240323,0.0021155414],"category_scores_gemma":[0.00012430985,0.00013304244,0.00010072975,0.0001403267,0.00016769287,0.00020356746,0.00009661808,0.00019842775,0.00017379518],"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":[0.00013703537,0.000015977686,0.00041124827,0.000045096436,0.000004925209,0.000065733926,0.00003868594,0.00010055051,0.99849427,0.00004330509,0.000051446325,0.00059184496],"study_design_scores_gemma":[0.000012733939,0.00012237827,0.016655225,0.000004386477,0.000013767857,0.00014966755,0.00013788638,0.0017545223,0.97996885,0.000022009073,0.0011538449,0.0000047409408],"about_ca_topic_score_codex":0.0010711618,"about_ca_topic_score_gemma":0.0013771901,"teacher_disagreement_score":0.0021155414,"about_ca_system_score_codex":0.00016772262,"about_ca_system_score_gemma":0.00007472093,"threshold_uncertainty_score":0.007077217},"labels":[],"label_agreement":null},{"id":"W3087439525","doi":"10.1016/j.actamat.2020.09.040","title":"Characterisation of deuterium distributions in corroded zirconium alloys using high-resolution SIMS imaging","year":2020,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nuclear Laboratories","funders":"Engineering and Physical Sciences Research Council","keywords":"Materials science; Zirconium alloy; Oxide; Hydrogen; Deuterium; Nuclear reaction analysis; Secondary ion mass spectrometry; Analytical Chemistry (journal); Corrosion; Zirconium; Metallurgy; Mass spectrometry; Chemistry; Nuclear physics","score_opus":0.031317681332154026,"score_gpt":0.23837536868036613,"score_spread":0.20705768734821212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087439525","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":[0.99223095,0.0005991112,0.005115627,0.000043650096,0.000011327282,0.000008342374,0.00024240933,0.000061428305,0.0016872017],"genre_scores_gemma":[0.99279356,0.0004020526,0.004975954,0.000022720615,0.0000046999144,0.00000797304,0.00023168973,0.000035289526,0.0015259992],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9999362,0.0000054567818,0.000003574429,0.000017358758,0.00002181672,0.000015559192],"domain_scores_gemma":[0.9999168,0.000019079045,0.000017026041,0.000011042337,0.000029983683,0.0000060346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017397475,0.00022905375,0.00017274557,0.00041091163,0.00020008517,0.0003651593,0.00024335393,0.00029949553,0.0012453449],"category_scores_gemma":[0.00020485117,0.00022620369,0.00013637298,0.00023564932,0.00031651778,0.00024999792,0.00017714956,0.00020646991,0.00025985102],"study_design_candidate":"observational","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":[0.000101704645,0.0000035021792,0.0005383674,0.000024313815,0.0000040609716,0.00004490941,0.000032663283,0.00010982787,0.99815077,0.000059751,0.000025149766,0.0009050364],"study_design_scores_gemma":[0.0000051351853,0.000050033126,0.00810963,0.0000034550421,0.00000960318,0.00013755403,0.00008712801,0.0018165006,0.98879004,0.00003288539,0.0009533334,0.000004712158],"about_ca_topic_score_codex":0.001505504,"about_ca_topic_score_gemma":0.0019432416,"teacher_disagreement_score":0.001505504,"about_ca_system_score_codex":0.00024619576,"about_ca_system_score_gemma":0.00013689986,"threshold_uncertainty_score":0.0041661263},"labels":[],"label_agreement":null},{"id":"W3087575607","doi":"10.1016/j.actamat.2020.09.047","title":"Effect of sintering germanium epilayers on dislocation dynamics: From theory to experimental observation","year":2020,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Materials science; Dislocation; Germanium; Heterojunction; Etching (microfabrication); Substrate (aquarium); Condensed matter physics; Composite material; Silicon; Optoelectronics; Layer (electronics)","score_opus":0.01301508428613904,"score_gpt":0.25916238736992697,"score_spread":0.24614730308378793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087575607","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":[0.99601823,0.00073340104,0.0018338602,0.000058770278,0.000021445927,0.000010682621,0.00007918639,0.00006263024,0.001181738],"genre_scores_gemma":[0.99902236,0.00039362346,0.00042534247,0.000009989035,0.000004950362,0.0000042610573,0.00002791115,0.000009540843,0.00010188719],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998783,0.000015806283,0.00000793466,0.000031761832,0.00003752626,0.000028550763],"domain_scores_gemma":[0.9992473,0.00055542163,0.00005838615,0.0000758711,0.000042608524,0.00002038432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000361848,0.00039242863,0.0003674319,0.00023855604,0.0002703585,0.00047133834,0.00040787473,0.00042565243,0.0017424478],"category_scores_gemma":[0.000870501,0.00039141573,0.00025067362,0.00029131118,0.00079648773,0.0004626393,0.00025773104,0.00048158586,0.00013708026],"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":[0.0009470868,0.0001237493,0.002399427,0.00037067267,0.000059988903,0.00025216513,0.00015800721,0.008264972,0.98022515,0.0015249882,0.00017499198,0.005498761],"study_design_scores_gemma":[0.000060648712,0.00028159725,0.0050863544,0.000019310264,0.00003598554,0.000058123456,0.00008641806,0.03713959,0.95655,0.00031000611,0.00034940953,0.000022463557],"about_ca_topic_score_codex":0.0012871191,"about_ca_topic_score_gemma":0.0017060344,"teacher_disagreement_score":0.0017424478,"about_ca_system_score_codex":0.0004818527,"about_ca_system_score_gemma":0.00025860043,"threshold_uncertainty_score":0.005829096},"labels":[],"label_agreement":null},{"id":"W3091301196","doi":"10.1016/j.actamat.2020.09.048","title":"Hydrogen clustering in bcc metals: Atomic origin and strong stress anisotropy","year":2020,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Key Research and Development Program of China Stem Cell and Translational Research; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Materials science; Anisotropy; Cluster analysis; Dislocation; Chemical physics; Stress (linguistics); Ultimate tensile strength; Stress field; Crystallography; Condensed matter physics; Thermodynamics; Metallurgy; Composite material; Physics; Chemistry; Finite element method","score_opus":0.03924782061178533,"score_gpt":0.2541783455292529,"score_spread":0.21493052491746756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091301196","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":[0.9861065,0.00038651796,0.0039050542,0.0002505415,0.000038790804,0.000010224516,0.00005631389,0.000086818574,0.00915918],"genre_scores_gemma":[0.999209,0.000031242107,0.00024122937,0.000008428199,0.000004744427,0.0000022445283,0.00001593481,0.000005952984,0.00048119418],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99992394,0.0000065409426,0.0000020200305,0.000012222327,0.000029829454,0.000025469679],"domain_scores_gemma":[0.99985385,0.00002735174,0.000028318811,0.000026268313,0.000036441295,0.000027661777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000078724814,0.000099915356,0.00018662412,0.00028012923,0.00064872403,0.0004905059,0.00036349217,0.00032166185,0.0013069087],"category_scores_gemma":[0.00029420556,0.00023044586,0.000055723416,0.00024110655,0.0006810595,0.0002127372,0.00029085518,0.00020132949,0.00017845107],"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":[0.0009684849,0.00015022728,0.015372598,0.00043793183,0.000049329625,0.0012114441,0.00085669645,0.017066794,0.8211713,0.12118443,0.004888477,0.016642384],"study_design_scores_gemma":[0.00026053976,0.00044886518,0.10722917,0.00006875855,0.000074282645,0.0016375663,0.0029576551,0.26199487,0.520851,0.09092087,0.013422889,0.00013354844],"about_ca_topic_score_codex":0.0035787039,"about_ca_topic_score_gemma":0.005700929,"teacher_disagreement_score":0.0035787039,"about_ca_system_score_codex":0.00033137467,"about_ca_system_score_gemma":0.00023129731,"threshold_uncertainty_score":0.0071157217},"labels":[],"label_agreement":null},{"id":"W3094952321","doi":"10.1016/j.actamat.2020.10.057","title":"Site-specific study of jetting, bonding, and local deformation during high-velocity metallic microparticle impact","year":2020,"lang":"en","type":"article","venue":"Acta Materialia","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":89,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Army Research Office; Natural Sciences and Engineering Research Council of Canada; U.S. Department of Energy; National Science Foundation","keywords":"Materials science; Drop (telecommunication); Gas dynamic cold spray; Particle (ecology); Penetration (warfare); Particle velocity; Critical ionization velocity; Composite material; Substrate (aquarium); Adhesion; Particle size; Mechanics; Nanotechnology; Mechanical engineering; Chemical engineering; Coating; Engineering","score_opus":0.01343034351587861,"score_gpt":0.22688818175348213,"score_spread":0.21345783823760353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094952321","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":[0.9987539,0.00013093835,0.00053041766,0.000008745642,0.000005771312,0.0000067635756,0.00004620329,0.000015301377,0.0005019863],"genre_scores_gemma":[0.9993432,0.000052716947,0.00014299073,0.000004405936,0.0000019787933,0.0000035720298,0.0000348715,0.0000066105567,0.0004095134],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999032,0.0000048595466,0.0000025552927,0.000020680855,0.00003891382,0.000029918152],"domain_scores_gemma":[0.9998337,0.00004444874,0.00004595851,0.000014860716,0.000039215178,0.00002175845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000097125965,0.00018585219,0.0001838,0.00021730353,0.00024147372,0.00023626485,0.0002607912,0.00023851397,0.0019829245],"category_scores_gemma":[0.00023125627,0.0001543229,0.00016551446,0.0002811347,0.00037924462,0.000267728,0.0001775522,0.00034369167,0.00017655818],"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":[0.00013067508,0.000029894472,0.0010460006,0.000038822258,0.000007674043,0.00010230605,0.00010808888,0.00031798944,0.99628025,0.00009034825,0.00005017739,0.0017977932],"study_design_scores_gemma":[0.00001378353,0.00030684375,0.038386486,0.0000061407063,0.000018043946,0.00012190849,0.0002538311,0.0073516057,0.9529677,0.00005393795,0.000502238,0.000017470655],"about_ca_topic_score_codex":0.0011275284,"about_ca_topic_score_gemma":0.0014866472,"teacher_disagreement_score":0.0019829245,"about_ca_system_score_codex":0.00022751211,"about_ca_system_score_gemma":0.0001307809,"threshold_uncertainty_score":0.0066335797},"labels":[],"label_agreement":null},{"id":"W3109371803","doi":"10.1016/j.actamat.2020.116519","title":"Atomic-scale Investigation of Liquid-Metal-Embrittlement Crack-path: Revealing Mechanism and Role of Grain Boundary Chemistry","year":2020,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":69,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Waterloo","funders":"","keywords":"Liquid metal embrittlement; Grain boundary; Materials science; Misorientation; Crystallite; Embrittlement; Atom probe; Atomic units; Metallurgy; Fracture (geology); Chemical physics; Composite material; Microstructure; Chemistry; Physics","score_opus":0.013857174488789795,"score_gpt":0.23404628542971548,"score_spread":0.2201891109409257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109371803","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":[0.9899839,0.00052488735,0.0047554243,0.00014739689,0.000020092379,0.000016179638,0.0003689154,0.00017443855,0.004008796],"genre_scores_gemma":[0.99779284,0.00012911632,0.0014196602,0.000021932563,0.0000038972726,0.0000063049383,0.0001189498,0.000012705148,0.0004945423],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999471,0.0000021739788,0.000001615128,0.000013210399,0.00002546427,0.000010317541],"domain_scores_gemma":[0.99983823,0.000043166605,0.000034077908,0.000024963338,0.00004897934,0.000010554006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007002579,0.00014546645,0.00016041024,0.00020026804,0.00030037714,0.00024884858,0.00053337857,0.00040642702,0.003018192],"category_scores_gemma":[0.0002528693,0.00017135721,0.00012142073,0.00019775647,0.00037985793,0.00044869076,0.00027325336,0.0006965695,0.00026362485],"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":[0.00009880035,0.000035641777,0.0016887692,0.0000883268,0.0000126386185,0.00014186118,0.00006213986,0.00063490396,0.9939937,0.00073373015,0.00029820247,0.0022112268],"study_design_scores_gemma":[0.00003792999,0.00020071719,0.043780066,0.000017828737,0.00003588048,0.00036759552,0.0003156496,0.027696293,0.92292905,0.00059611024,0.004000288,0.000022651147],"about_ca_topic_score_codex":0.0021279156,"about_ca_topic_score_gemma":0.0024783374,"teacher_disagreement_score":0.003018192,"about_ca_system_score_codex":0.00029195345,"about_ca_system_score_gemma":0.00016091455,"threshold_uncertainty_score":0.010096908},"labels":[],"label_agreement":null},{"id":"W3129851114","doi":"10.1016/j.actamat.2021.116745","title":"Comprehensive study of vacancy frank loop unfaulting: atomistic simulations and predictive model","year":2021,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Fusion materials and technologies","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Northwestern Polytechnical University; National Natural Science Foundation of China","keywords":"Materials science; Vacancy defect; Loop (graph theory); Dislocation; Statistical physics; Burgers vector; RADIUS; Condensed matter physics; Mechanics; Physics; Computer science; Composite material; Mathematics","score_opus":0.032558829983281454,"score_gpt":0.2839039956471822,"score_spread":0.25134516566390075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129851114","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":[0.91638476,0.001265556,0.032272894,0.0010297104,0.00018478582,0.000119337645,0.0011668636,0.0005551479,0.047020983],"genre_scores_gemma":[0.9935082,0.00018846961,0.003916781,0.00010950873,0.000024976418,0.00007968503,0.00033682075,0.000093860035,0.0017417455],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99975973,0.00005195288,0.0000062398144,0.000022050071,0.00007246176,0.00008764236],"domain_scores_gemma":[0.99924254,0.0003586766,0.00007560811,0.00011144845,0.00012836058,0.0000833057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046872464,0.00061598595,0.0016188656,0.0008093922,0.0012587934,0.0011448327,0.0021411108,0.0018904462,0.0038756817],"category_scores_gemma":[0.0019009111,0.00048581875,0.0008786693,0.0009206785,0.0011620832,0.001077982,0.0007711363,0.0010759548,0.00033406034],"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":[0.000086298496,0.00008397475,0.000973158,0.00008627135,0.000031290114,0.00019803531,0.000060292277,0.97177684,0.0010923014,0.022080826,0.0013681042,0.0021626342],"study_design_scores_gemma":[0.0000129709115,0.000010705049,0.00018302536,0.0000036520078,0.000004139795,0.00000868511,0.000016216965,0.9973435,0.00012988136,0.00212762,0.00015494175,0.0000047322596],"about_ca_topic_score_codex":0.02076004,"about_ca_topic_score_gemma":0.01300971,"teacher_disagreement_score":0.02076004,"about_ca_system_score_codex":0.0012129217,"about_ca_system_score_gemma":0.0018494882,"threshold_uncertainty_score":0.041278362},"labels":[],"label_agreement":null},{"id":"W3136220295","doi":"10.1016/j.actamat.2021.116824","title":"Isostructural phase transition by point defect reorganization in the binary type-I clathrate Ba7.5Si45","year":2021,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Advanced Thermoelectric Materials and Devices","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"European Synchrotron Radiation Facility","keywords":"Isostructural; Materials science; Vacancy defect; Phase transition; Crystallographic defect; Condensed matter physics; Metastability; Crystallography; Chemical physics; Silicon; Crystal structure; Thermodynamics; Physics; Chemistry; Quantum mechanics","score_opus":0.008852917146376987,"score_gpt":0.26342750966531353,"score_spread":0.25457459251893655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136220295","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":[0.99828017,0.00008656853,0.00017875769,0.00003176449,0.000011964534,0.0000034840666,0.00002330189,0.000028975319,0.0013550156],"genre_scores_gemma":[0.99944836,0.000031478856,0.00007601762,0.0000066743296,0.0000018217028,0.0000036467582,0.00004161499,0.000009839028,0.00038069068],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999397,0.000005182403,0.0000029030807,0.000008785082,0.00002383594,0.000019662692],"domain_scores_gemma":[0.9999542,0.000007726445,0.000010378295,0.000006285456,0.000009881407,0.000011473875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007311261,0.00011930595,0.00019171991,0.000291944,0.00040834842,0.00057351246,0.00032646005,0.00024736775,0.0022584822],"category_scores_gemma":[0.00016082237,0.00019242977,0.000126574,0.00014541639,0.00042796278,0.00026858525,0.00034522443,0.0002378937,0.00018585804],"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":[0.0007288641,0.00011130975,0.002666678,0.00014408921,0.00002263017,0.0002285987,0.00027996805,0.0013442375,0.97427624,0.015538611,0.000719642,0.0039390977],"study_design_scores_gemma":[0.00039633512,0.001019823,0.03323263,0.000054032997,0.000055324213,0.0005764575,0.0009187567,0.048815146,0.9009191,0.005460534,0.008495268,0.00005664251],"about_ca_topic_score_codex":0.0026463785,"about_ca_topic_score_gemma":0.0037630552,"teacher_disagreement_score":0.0026463785,"about_ca_system_score_codex":0.00041272453,"about_ca_system_score_gemma":0.00039823606,"threshold_uncertainty_score":0.0075553656},"labels":[],"label_agreement":null},{"id":"W3140295376","doi":"10.1016/j.actamat.2021.116848","title":"n-Type doping of ε-Ga2O3 epilayers by high-temperature tin diffusion","year":2021,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Ga2O3 and related materials","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Università degli Studi di Parma; Mount Allison University; Consiglio Nazionale delle Ricerche","keywords":"Materials science; Doping; Tin; Epitaxy; Variable-range hopping; Electrical resistivity and conductivity; Sapphire; Chemical vapor deposition; Thin film; Diffusion; Analytical Chemistry (journal); Atmospheric temperature range; Deposition (geology); Layer (electronics); Thermal conduction; Optoelectronics; Nanotechnology; Metallurgy; Composite material; Optics","score_opus":0.006768182553375321,"score_gpt":0.2218250618653624,"score_spread":0.21505687931198708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3140295376","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":[0.997218,0.00027316096,0.00078011997,0.000031555664,0.00003408956,0.000006622058,0.00017775701,0.000045597957,0.0014329711],"genre_scores_gemma":[0.99692386,0.00018815046,0.0013588599,0.0000103067505,0.000004020051,0.000006229275,0.00009184389,0.000021395632,0.0013952889],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999262,0.000004453073,0.0000046058967,0.000020797906,0.000020768019,0.00002319161],"domain_scores_gemma":[0.9999199,0.000013278955,0.000020441583,0.000013123174,0.000018298046,0.000014995127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011396666,0.00019668929,0.00020191446,0.0001581959,0.00016161821,0.00033343353,0.00043255006,0.00026626253,0.00066595676],"category_scores_gemma":[0.00020526098,0.00018538476,0.00014410753,0.00016898145,0.00015364881,0.00018980009,0.00016854166,0.00025160145,0.0002156994],"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":[0.000094748495,0.000009192053,0.00022359066,0.00003103732,0.0000045801453,0.000033524993,0.00001630531,0.00010145059,0.9987644,0.00009472147,0.000054478067,0.00057205185],"study_design_scores_gemma":[0.000013269422,0.00006193279,0.0026789918,0.0000075299267,0.000010710843,0.000059430306,0.000020064683,0.002050497,0.9944119,0.000033895998,0.0006461828,0.0000055834844],"about_ca_topic_score_codex":0.0032473167,"about_ca_topic_score_gemma":0.0049224244,"teacher_disagreement_score":0.0032473167,"about_ca_system_score_codex":0.0004789458,"about_ca_system_score_gemma":0.00028041354,"threshold_uncertainty_score":0.006456852},"labels":[],"label_agreement":null},{"id":"W3140366011","doi":"10.1016/j.actamat.2021.116860","title":"Accurate prediction of vacancy cluster structures and energetics in bcc transition metals","year":2021,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":57,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Vacancy defect; Energetics; Cluster (spacecraft); Materials science; Chemical physics; Density functional theory; Annealing (glass); Statistical physics; Condensed matter physics; Computational chemistry; Physics; Thermodynamics; Chemistry; Computer science; Metallurgy","score_opus":0.02016722065861391,"score_gpt":0.2336930445248194,"score_spread":0.2135258238662055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3140366011","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":[0.8548852,0.0014020394,0.111564204,0.0010992094,0.00018307546,0.000091809416,0.0010992194,0.0018023585,0.027872946],"genre_scores_gemma":[0.98669076,0.00015143452,0.010621179,0.00005509049,0.000027988375,0.000042233063,0.0002562221,0.0001573754,0.0019977437],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986625,0.000031826734,0.000004266744,0.000015671292,0.000051374293,0.00003054536],"domain_scores_gemma":[0.9993247,0.00031394453,0.00005024488,0.00008272659,0.00016914879,0.000059270387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003312783,0.0004161982,0.00086256466,0.00056679064,0.0007399942,0.00094558706,0.0013690399,0.0012594956,0.001986197],"category_scores_gemma":[0.0017974355,0.0005929269,0.0002688089,0.00053373375,0.00052470213,0.00060884893,0.0004458714,0.0007340932,0.00047641573],"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":[0.000083390936,0.000034924706,0.000993115,0.000055280707,0.000011302494,0.000084733074,0.00003474352,0.98276925,0.0017298146,0.009345142,0.001109114,0.003749092],"study_design_scores_gemma":[0.0000064388037,0.0000027424715,0.00015412817,0.0000020128323,8.7666854e-7,0.0000031335571,0.000006030714,0.9981603,0.00019692905,0.0013952414,0.00007067365,0.0000015769022],"about_ca_topic_score_codex":0.034764566,"about_ca_topic_score_gemma":0.028892513,"teacher_disagreement_score":0.034764566,"about_ca_system_score_codex":0.0014075374,"about_ca_system_score_gemma":0.0013796103,"threshold_uncertainty_score":0.0691244},"labels":[],"label_agreement":null},{"id":"W3159656298","doi":"10.1016/j.actamat.2021.116892","title":"Dynamic recrystallization of Silver nanocubes during high-velocity impacts","year":2021,"lang":"en","type":"article","venue":"Acta Materialia","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Canadian Armed Forces; Natural Sciences and Engineering Research Council of Canada; Canada Research Coordinating Committee","keywords":"Materials science; Recrystallization (geology); Microstructure; Dynamic recrystallization; Slip (aerodynamics); Ab initio; Dislocation; Crystal structure; Chemical physics; Deformation mechanism; Molecular dynamics; Crystallography; Composite material; Thermodynamics; Hot working; Computational chemistry","score_opus":0.011121566017854025,"score_gpt":0.25535231973196504,"score_spread":0.24423075371411102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159656298","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":[0.99778676,0.00007471992,0.001243265,0.000025368674,0.000006715232,0.000006585108,0.000061250816,0.00005423371,0.00074118265],"genre_scores_gemma":[0.9990392,0.000060491824,0.00064539537,0.0000056944564,0.0000011848288,0.000006216419,0.000055483273,0.00001752832,0.00016889126],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99991703,0.0000027640542,0.0000026858281,0.000018991062,0.000030236439,0.000028238965],"domain_scores_gemma":[0.99991083,0.000020256188,0.000021205558,0.000010517614,0.000020808202,0.00001631226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006332913,0.00024046695,0.00025969004,0.0001433897,0.00036931314,0.00028172744,0.000384234,0.00024226726,0.0010715174],"category_scores_gemma":[0.0002560594,0.00020784543,0.00019488354,0.00020792474,0.00033171696,0.000384093,0.00025618394,0.00041785996,0.00013318205],"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":[0.0003191045,0.000118627584,0.009004615,0.00019974133,0.000058707712,0.0010716813,0.00041680183,0.07216597,0.90704775,0.0017904246,0.00035508416,0.0074514206],"study_design_scores_gemma":[0.000051315306,0.00029209888,0.024341581,0.000014937821,0.000028493281,0.0002220687,0.0003368,0.39598885,0.57636297,0.00095239194,0.0013651801,0.000043282515],"about_ca_topic_score_codex":0.008142939,"about_ca_topic_score_gemma":0.0088423975,"teacher_disagreement_score":0.008142939,"about_ca_system_score_codex":0.0008112272,"about_ca_system_score_gemma":0.0004024808,"threshold_uncertainty_score":0.016191125},"labels":[],"label_agreement":null},{"id":"W3160817853","doi":"10.1016/j.actamat.2021.116880","title":"In situ study of non-equilibrium solidification of CoCrFeNi high-entropy alloy and CrFeNi and CoCrNi ternary suballoys","year":2021,"lang":"en","type":"article","venue":"Acta Materialia","topic":"High Entropy Alloys Studies","field":"Engineering","cited_by":82,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Supercooling; Materials science; Alloy; Nucleation; Ternary operation; High entropy alloys; Metastability; Thermodynamics; Microstructure; Crystallization; Phase (matter); Metallurgy","score_opus":0.007736351456762429,"score_gpt":0.2227242316419419,"score_spread":0.21498788018517948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160817853","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":[0.9957469,0.00021317156,0.0009974543,0.000024745706,0.000015647876,0.000007967481,0.00015144915,0.000017608772,0.0028250422],"genre_scores_gemma":[0.9980361,0.00007268556,0.0003468451,0.000007335732,0.0000050086737,0.0000057516477,0.000079582496,0.000009817043,0.0014369373],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985564,0.000012435257,0.000004296879,0.00004309989,0.0000498206,0.0000347153],"domain_scores_gemma":[0.99986315,0.000059569637,0.000023056775,0.000011225172,0.00003190005,0.000011114674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016382,0.0001849889,0.0003257773,0.00025792452,0.0004260066,0.00043163705,0.00039325378,0.00040233848,0.0032936414],"category_scores_gemma":[0.00022777883,0.00018815589,0.0001824301,0.0002741194,0.00048701777,0.00036347882,0.00024120475,0.0004375959,0.000258336],"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":[0.0005587331,0.00003581031,0.001142114,0.000054607382,0.000010193934,0.0001307553,0.00014893028,0.00038251962,0.9959661,0.00040475515,0.00004814234,0.0011173356],"study_design_scores_gemma":[0.000018849965,0.00022779866,0.007885109,0.0000051813836,0.000014380631,0.00009970605,0.00024908208,0.004577254,0.9856345,0.000101562495,0.001178754,0.000007957888],"about_ca_topic_score_codex":0.0019591528,"about_ca_topic_score_gemma":0.0025588826,"teacher_disagreement_score":0.0032936414,"about_ca_system_score_codex":0.00037211317,"about_ca_system_score_gemma":0.00017223062,"threshold_uncertainty_score":0.011018276},"labels":[],"label_agreement":null},{"id":"W3164146708","doi":"10.1016/j.actamat.2021.117013","title":"A quantitative study on mechanical behavior of Mg alloys with bimodal texture components","year":2021,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":73,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Crystal twinning; Materials science; Slip (aerodynamics); Texture (cosmology); Plasticity; Rod; Deformation (meteorology); Composite material; Thermodynamics; Microstructure; Artificial intelligence; Image (mathematics); Physics","score_opus":0.046461189086454954,"score_gpt":0.29037475432445053,"score_spread":0.24391356523799557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164146708","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":[0.98933524,0.0011449414,0.0058987285,0.000025162073,0.0000088715005,0.000021398931,0.00026752683,0.00007134631,0.0032267882],"genre_scores_gemma":[0.99836844,0.0001068962,0.000728942,0.0000042687584,0.0000051133147,0.0000063806137,0.000083596926,0.000008558847,0.00068778405],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987686,0.000010952457,0.0000033628064,0.000029765533,0.00006137233,0.000017654562],"domain_scores_gemma":[0.99977046,0.00008216243,0.000048106664,0.000023855668,0.000058000493,0.000017304614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013733853,0.00023513648,0.00019369791,0.00064341293,0.00020580695,0.00026248372,0.0002956703,0.0003114099,0.0020507572],"category_scores_gemma":[0.00041529263,0.00013789543,0.00012119712,0.00044238966,0.0003035829,0.00020741603,0.00013375566,0.00014188314,0.0002422721],"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":[0.00018215744,0.000020983125,0.002444288,0.00006644834,0.0000064092396,0.000054715703,0.000034562316,0.0008007586,0.991998,0.00025078942,0.000042194053,0.004098664],"study_design_scores_gemma":[0.000028143055,0.00084704097,0.105910905,0.000021686563,0.00005195439,0.0005218936,0.00026023516,0.05074042,0.83740956,0.00043348313,0.0037435053,0.000031264648],"about_ca_topic_score_codex":0.0010223434,"about_ca_topic_score_gemma":0.0012949124,"teacher_disagreement_score":0.0020507572,"about_ca_system_score_codex":0.00022543053,"about_ca_system_score_gemma":0.000117186326,"threshold_uncertainty_score":0.0068604946},"labels":[],"label_agreement":null},{"id":"W3167939259","doi":"10.1016/j.actamat.2021.117042","title":"The role of β-Zr in a Zr-2.5Nb alloy during aqueous corrosion: A multi-technique study","year":2021,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nuclear Laboratories","funders":"Division of Materials Research; Engineering and Physical Sciences Research Council","keywords":"Materials science; Microstructure; Alloy; Zirconium alloy; Oxide; Corrosion; Metallurgy; Zirconium; Phase (matter)","score_opus":0.013744411318021213,"score_gpt":0.23986906013706008,"score_spread":0.22612464881903888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167939259","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":[0.99334526,0.0017544705,0.0028632507,0.00004956195,0.000020913147,0.000019855743,0.00008716438,0.000028023875,0.0018314191],"genre_scores_gemma":[0.996232,0.0005418753,0.0011097282,0.000012432173,0.000011241101,0.000004554246,0.00007119483,0.000016552005,0.0020004252],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998068,0.000030827403,0.000010302986,0.000042539014,0.000056532834,0.000053040367],"domain_scores_gemma":[0.99982435,0.000035867055,0.000050274313,0.000021549118,0.000060090708,0.000007947879],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030231726,0.0002785361,0.00032205894,0.00030725964,0.00024917384,0.0005085267,0.0006265891,0.0004439441,0.00095393334],"category_scores_gemma":[0.00039540028,0.00020096738,0.00029313713,0.00022733277,0.00045180522,0.0005344511,0.0003304311,0.00037024394,0.0003003694],"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":[0.0003727822,0.0000188073,0.00048426972,0.000087134096,0.000012183748,0.00012718783,0.0001245874,0.00008909585,0.9964323,0.00015507179,0.00003178307,0.0020647843],"study_design_scores_gemma":[0.000012730515,0.00049467105,0.0044813207,0.000010597115,0.000049384405,0.00021307498,0.00024094504,0.001493803,0.990957,0.000055421006,0.0019821434,0.00000878814],"about_ca_topic_score_codex":0.0025347208,"about_ca_topic_score_gemma":0.0019190684,"teacher_disagreement_score":0.0025347208,"about_ca_system_score_codex":0.0002489734,"about_ca_system_score_gemma":0.00016207377,"threshold_uncertainty_score":0.00503999},"labels":[],"label_agreement":null},{"id":"W3169724379","doi":"10.1016/j.actamat.2021.117020","title":"Origins of size effects in initially dislocation-free single-crystal silver micro- and nanocubes","year":2021,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Los Alamos National Laboratory; University of Wisconsin-Madison; Wisconsin Alumni Research Foundation; Office of Science; Ministry of Education; Rice University; National Research Foundation of Korea; U.S. Department of Energy","keywords":"Materials science; Nucleation; Dislocation; Yield (engineering); Single crystal; Crystallography; Composite material; Thermodynamics","score_opus":0.011279842446236369,"score_gpt":0.21923776398682313,"score_spread":0.20795792154058676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169724379","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":[0.99177754,0.00022911004,0.0025402578,0.00014127072,0.000040749415,0.000009912218,0.00006178757,0.00014578822,0.0050534094],"genre_scores_gemma":[0.9979887,0.000046013258,0.0006313102,0.000015397538,0.000005424238,0.0000095367,0.000029716579,0.000053306612,0.0012206673],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999889,0.000004800336,0.0000052758137,0.000020567506,0.000054383752,0.000025977755],"domain_scores_gemma":[0.9994197,0.00018887997,0.00007620721,0.00009742813,0.00016171653,0.000056117555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001308117,0.00012798805,0.0002680672,0.00026071112,0.00043558408,0.00058273866,0.00050692214,0.00035146103,0.0018043169],"category_scores_gemma":[0.0009851548,0.00029714344,0.00018438592,0.00013377519,0.0005529671,0.0004283344,0.00031839908,0.00047620913,0.00022872377],"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":[0.00016670562,0.000056658722,0.0025522201,0.00007223508,0.000011454194,0.0004663503,0.00041393092,0.002689233,0.9667341,0.022002373,0.00059642305,0.0042383275],"study_design_scores_gemma":[0.00007970076,0.00013790454,0.031677622,0.000016558672,0.00002147233,0.0005019912,0.0004509361,0.032746878,0.9164951,0.015033906,0.002790632,0.000047320314],"about_ca_topic_score_codex":0.0026988355,"about_ca_topic_score_gemma":0.0040217773,"teacher_disagreement_score":0.0026988355,"about_ca_system_score_codex":0.000994196,"about_ca_system_score_gemma":0.000463069,"threshold_uncertainty_score":0.0072134137},"labels":[],"label_agreement":null},{"id":"W3172531629","doi":"10.1016/j.actamat.2021.117083","title":"Extraordinarily strong magneto-responsiveness in phase-separated LaFe2Si","year":2021,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Magnetic and transport properties of perovskites and related materials","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Division of Materials Sciences and Engineering; Ames Laboratory; Office of Science; U.S. Department of Energy; Fonds Québécois de la Recherche sur la Nature et les Technologies; Iowa State University; Basic Energy Sciences; State University of New York","keywords":"Paramagnetism; Materials science; Condensed matter physics; Magnetization; Magnetoresistance; Ferromagnetism; Intermetallic; Magnetic field; Magnetic refrigeration; Phase transition; Phase (matter); Electrical resistivity and conductivity; Hysteresis; Physics; Metallurgy","score_opus":0.020472589957793934,"score_gpt":0.27396782807755815,"score_spread":0.2534952381197642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172531629","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":[0.99586797,0.00036932126,0.00063997286,0.00016206344,0.000033107022,0.000005028544,0.00015144834,0.00011606843,0.0026550435],"genre_scores_gemma":[0.9986468,0.00007575027,0.0001839918,0.000029342045,0.000009570623,0.0000050270946,0.00018190427,0.000019075214,0.0008486298],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99991775,0.0000095604755,0.0000038412104,0.000019715642,0.000020951975,0.000028223612],"domain_scores_gemma":[0.9998946,0.00003069955,0.000018034636,0.000012421259,0.00002405406,0.0000201585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012363048,0.00014388112,0.00016744937,0.0001625021,0.00028299808,0.00038818672,0.0002807814,0.00022819251,0.002743773],"category_scores_gemma":[0.00023335069,0.0001570159,0.00008427477,0.00010182006,0.00021334171,0.00026784852,0.00022056367,0.00035542253,0.00043523274],"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":[0.00013516567,0.000012559147,0.00019904196,0.00003900605,0.000005662066,0.00004405908,0.00003284908,0.000038273058,0.9983246,0.00023644956,0.00022585553,0.0007064906],"study_design_scores_gemma":[0.000033985787,0.00011040596,0.0037365388,0.000005093312,0.0000075705075,0.00011849462,0.000088202374,0.0011632591,0.9927763,0.00012342085,0.0018269352,0.000009827171],"about_ca_topic_score_codex":0.0009819266,"about_ca_topic_score_gemma":0.0018822368,"teacher_disagreement_score":0.002743773,"about_ca_system_score_codex":0.00018228995,"about_ca_system_score_gemma":0.00013928555,"threshold_uncertainty_score":0.009178877},"labels":[],"label_agreement":null},{"id":"W3173952176","doi":"10.1016/j.actamat.2021.117135","title":"Element-resolved local lattice distortion in complex concentrated alloys: An observable signature of electronic effects","year":2021,"lang":"en","type":"article","venue":"Acta Materialia","topic":"High Entropy Alloys Studies","field":"Engineering","cited_by":54,"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":"Institute of Engineering Research, Seoul National University; Stichting voor de Technische Wetenschappen; Office of Science; Ministry of Science, ICT and Future Planning; Argonne National Laboratory; U.S. Department of Energy; Seoul National University; Massachusetts Institute of Technology; University of Tennessee, Knoxville; Deutsche Forschungsgemeinschaft; National Research Foundation; Ministry of Science and ICT, South Korea; Canadian Light Source; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; California Department of Fish and Game; National Science Foundation","keywords":"Materials science; Observable; Lattice (music); Distortion (music); Electronic structure; Density functional theory; Condensed matter physics; Physics; Quantum mechanics","score_opus":0.011253955177316645,"score_gpt":0.22672262083404038,"score_spread":0.21546866565672373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173952176","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":[0.9884006,0.0007253176,0.0069323084,0.00010791314,0.000025388335,0.0000118192,0.000115647876,0.00010233578,0.0035787318],"genre_scores_gemma":[0.9983126,0.00009759578,0.0011883365,0.000024078334,0.000003399346,0.000007106161,0.00006226996,0.000013073945,0.00029139608],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99991024,0.00000943853,0.0000039356487,0.000021635482,0.00004249548,0.000012183406],"domain_scores_gemma":[0.9998518,0.000047948022,0.00003921712,0.000026508746,0.000022019864,0.000012455624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011064398,0.00021675703,0.00023170387,0.00038367874,0.00033809562,0.0003304311,0.0005292791,0.00033781398,0.0016743833],"category_scores_gemma":[0.00032414895,0.00018540544,0.00010536384,0.00028744267,0.00093940494,0.00041412364,0.0004256932,0.00040239372,0.00012787411],"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":[0.00056074216,0.00014939604,0.011330344,0.00045827497,0.00007363702,0.00096417055,0.0006474181,0.010684855,0.9404965,0.022410626,0.0009913746,0.011232654],"study_design_scores_gemma":[0.00013489074,0.0006594303,0.06753866,0.00006936941,0.0000930695,0.002208972,0.0012230857,0.14082523,0.7538308,0.025556019,0.007733546,0.00012700315],"about_ca_topic_score_codex":0.00035667894,"about_ca_topic_score_gemma":0.0005484011,"teacher_disagreement_score":0.0016743833,"about_ca_system_score_codex":0.0001974678,"about_ca_system_score_gemma":0.00011276705,"threshold_uncertainty_score":0.0056013465},"labels":[],"label_agreement":null},{"id":"W3175697016","doi":"10.1016/j.actamat.2021.117130","title":"In-situ and ex-situ microstructure studies and dislocation-based modelling for primary creep regeneration response of 316H stainless steel","year":2021,"lang":"en","type":"article","venue":"Acta Materialia","topic":"High Temperature Alloys and Creep","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"H2020 Marie Skłodowska-Curie Actions; Argonne National Laboratory; Horizon 2020; Science and Technology Facilities Council; European Commission; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; U.S. Department of Energy; Office of Science; National Science Foundation","keywords":"Creep; Materials science; Dislocation; Hardening (computing); Microstructure; Dislocation creep; Alloy; Metallurgy; Composite material","score_opus":0.012160762880888807,"score_gpt":0.23270896791093287,"score_spread":0.22054820503004408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175697016","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":[0.98746103,0.00016755644,0.0113001475,0.000019052757,0.000006957351,0.000019950634,0.00016643875,0.000054310218,0.0008045448],"genre_scores_gemma":[0.9964079,0.000116322895,0.0028239589,0.0000019221359,0.0000013900283,0.0000071301138,0.000050823233,0.000004340441,0.00058614404],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999423,0.000006428295,0.000003903151,0.000012661463,0.000026571995,0.000008062075],"domain_scores_gemma":[0.9999162,0.000019141693,0.000017912056,0.000014044031,0.000028489341,0.000004262332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018579638,0.00021667418,0.00023165814,0.00020900281,0.00013327366,0.00024122176,0.0003422357,0.00039989335,0.00046623326],"category_scores_gemma":[0.00017422509,0.000219053,0.00025350612,0.00018663656,0.00020836311,0.00015849424,0.00007707375,0.000111168636,0.000093313785],"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":[0.00009815479,0.000063683096,0.0037616943,0.00019646832,0.000010312627,0.0002272741,0.00017924196,0.08289348,0.9081378,0.00031503927,0.00007274162,0.0040441216],"study_design_scores_gemma":[0.000015484293,0.00039962484,0.026817163,0.000014254084,0.000020977279,0.00018709134,0.00018458869,0.6178881,0.35312998,0.00027752836,0.0010393736,0.000025908867],"about_ca_topic_score_codex":0.003226613,"about_ca_topic_score_gemma":0.005788506,"teacher_disagreement_score":0.003226613,"about_ca_system_score_codex":0.00036756342,"about_ca_system_score_gemma":0.00022409306,"threshold_uncertainty_score":0.006415665},"labels":[],"label_agreement":null},{"id":"W3183434618","doi":"10.1016/j.actamat.2021.117156","title":"A moiré theory for probing grain boundary structure in graphene","year":2021,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Graphene research and applications","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Army Research Office; Division of Civil, Mechanical and Manufacturing Innovation; Agence Nationale de la Recherche; Ottawa Hospital Research Institute; National Science Foundation","keywords":"Graphene; Materials science; Atomic units; Grain boundary; Moiré pattern; Nanotechnology; Metrology; Scanning tunneling microscope; Chemical vapor deposition; Chemical physics; Optics; Microstructure; Physics; Composite material; Quantum mechanics","score_opus":0.015918239474063227,"score_gpt":0.2829861768428886,"score_spread":0.2670679373688254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183434618","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":[0.058158807,0.0031111618,0.8491172,0.002871826,0.0010464188,0.00017943898,0.00026201882,0.00062024134,0.08463287],"genre_scores_gemma":[0.74164873,0.0030731114,0.2220664,0.0016097093,0.0005268006,0.00033134036,0.0002962197,0.00037189314,0.030075688],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99965346,0.00008657848,0.000013745292,0.00004167346,0.00015440141,0.00005009798],"domain_scores_gemma":[0.9996107,0.00018856958,0.000026211233,0.000083757885,0.000054780405,0.00003595263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005313149,0.0008057511,0.0007947122,0.0013400619,0.00075067946,0.0017249042,0.0016416712,0.0028534785,0.004119179],"category_scores_gemma":[0.001332461,0.000555719,0.0006557823,0.0006850058,0.0018995989,0.0022151205,0.0015070481,0.002196141,0.00093205454],"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":[0.000037343092,0.000044302604,0.00016979102,0.0001362372,0.000019370034,0.00018845196,0.0001248629,0.042707045,0.037474204,0.9057596,0.0019707724,0.01136816],"study_design_scores_gemma":[0.000020889847,0.000044516288,0.00045222216,0.000035859503,0.000009815323,0.00019400797,0.000094906514,0.6618294,0.007891089,0.32595384,0.003400169,0.000073345065],"about_ca_topic_score_codex":0.001125125,"about_ca_topic_score_gemma":0.00091556885,"teacher_disagreement_score":0.004119179,"about_ca_system_score_codex":0.0008070751,"about_ca_system_score_gemma":0.0003763985,"threshold_uncertainty_score":0.013780057},"labels":[],"label_agreement":null},{"id":"W3195036815","doi":"10.1016/j.actamat.2021.117259","title":"Layering misalignment and negative temperature dependence of interfacial free energy of B2-liquid interfaces in a glass forming system","year":2021,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Metallic Glasses and Amorphous Alloys","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Thermodynamics; Alloy; Molecular dynamics; Capillary action; Gibbs free energy; Layering; Surface energy; Chemical physics; Composite material; Computational chemistry; Chemistry","score_opus":0.007175775553412962,"score_gpt":0.19704071689196662,"score_spread":0.18986494133855367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195036815","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":[0.99867034,0.0001297259,0.0005268813,0.000027947868,0.00000410058,0.000002611252,0.000039594433,0.000036586473,0.00056229223],"genre_scores_gemma":[0.9997304,0.000029825756,0.00008108379,0.000003800866,0.0000012395949,0.0000013589278,0.000020262056,0.0000046699806,0.00012745825],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99992335,0.0000075323806,0.000003366033,0.000016805641,0.00002346373,0.000025470588],"domain_scores_gemma":[0.9998368,0.00005649351,0.000048069953,0.00001348489,0.000025997093,0.000019128423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011689627,0.00018429506,0.00019870701,0.00030715214,0.00027292973,0.00036814436,0.00027225816,0.00023985488,0.0015356613],"category_scores_gemma":[0.0003352472,0.00015345978,0.000094035444,0.00022853172,0.00039728466,0.0002769204,0.00022785248,0.00032229943,0.00014960598],"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":[0.000389812,0.000028832048,0.0019807448,0.00004734743,0.000010233567,0.00019453236,0.00011043729,0.002328341,0.9924852,0.0011305064,0.00011903393,0.0011749999],"study_design_scores_gemma":[0.000034192108,0.000309877,0.021792153,0.000010610095,0.000025006058,0.00012317186,0.00021220777,0.05746343,0.91905314,0.0005658901,0.00037882602,0.00003159112],"about_ca_topic_score_codex":0.0025476376,"about_ca_topic_score_gemma":0.0015680351,"teacher_disagreement_score":0.0025476376,"about_ca_system_score_codex":0.0002658057,"about_ca_system_score_gemma":0.00018470935,"threshold_uncertainty_score":0.0051372647},"labels":[],"label_agreement":null},{"id":"W3201936905","doi":"10.1016/j.actamat.2021.117361","title":"In-situ quantification and density functional theory elucidation of phase transformation in carbon steel during quenching and partitioning","year":2021,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Light Source (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council; Canadian Institutes of Health Research; Oulun Yliopisto; University of Saskatchewan; Canadian Light Source","keywords":"Materials science; Austenite; Martensite; Bainite; Quenching (fluorescence); Ferrite (magnet); Metallurgy; Density functional theory; Diffusionless transformation; Thermodynamics; Composite material; Microstructure; Computational chemistry; Chemistry","score_opus":0.011645099440228738,"score_gpt":0.2131175972082564,"score_spread":0.20147249776802767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201936905","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":[0.9528518,0.00039667936,0.04226765,0.00016339056,0.000025151396,0.000022906788,0.00044576346,0.00016831033,0.0036584511],"genre_scores_gemma":[0.99319386,0.00014123858,0.006009,0.00001959579,0.000003616473,0.000012042718,0.00021653782,0.00001561958,0.00038844888],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99991286,0.000009594314,0.000002352428,0.0000183108,0.00004101712,0.000015818336],"domain_scores_gemma":[0.99991035,0.000039346753,0.000011907719,0.00001093116,0.00002155235,0.0000058149376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017453152,0.00023503898,0.00017207763,0.00021370836,0.00024879567,0.00015943416,0.00039093336,0.0003902977,0.001304593],"category_scores_gemma":[0.00027236226,0.00014671053,0.0001918503,0.00020559259,0.0004126803,0.00027689873,0.00016010417,0.00042646655,0.00009714597],"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":[0.00023188982,0.00009492411,0.0031135636,0.0004360745,0.00004268738,0.0002786855,0.00035311596,0.024826035,0.9510517,0.007952748,0.0007656427,0.01085289],"study_design_scores_gemma":[0.000029337536,0.0002603303,0.015065485,0.00002074338,0.000025142352,0.00024135632,0.00024123241,0.37323722,0.60511684,0.0037301427,0.0019950534,0.0000369711],"about_ca_topic_score_codex":0.0020423701,"about_ca_topic_score_gemma":0.0028553866,"teacher_disagreement_score":0.0020423701,"about_ca_system_score_codex":0.0003793786,"about_ca_system_score_gemma":0.00020373931,"threshold_uncertainty_score":0.0043643117},"labels":[],"label_agreement":null},{"id":"W3211546535","doi":"10.1016/j.actamat.2022.117926","title":"Thermal diffusivity recovery and defect annealing kinetics of self-ion implanted tungsten probed by insitu transient grating spectroscopy","year":2022,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Fusion materials and technologies","field":"Materials Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nuclear Laboratories","funders":"Basic Energy Sciences; Culham Centre for Fusion Energy; Office of Science; Imperial College London; European Commission; Battelle; University of Oxford; U.S. Department of Energy","keywords":"Thermal diffusivity; Materials science; Tungsten; Annealing (glass); Analytical Chemistry (journal); Vacancy defect; Kinetic Monte Carlo; Irradiation; Composite material; Crystallography; Thermodynamics; Chemistry; Metallurgy","score_opus":0.007221299069864241,"score_gpt":0.20913495258529616,"score_spread":0.20191365351543192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211546535","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":[0.9979563,0.00021840708,0.0012913519,0.0000109853445,0.0000029110654,0.0000044932717,0.00014726263,0.000028046925,0.00034019884],"genre_scores_gemma":[0.99821544,0.00011838328,0.00086178543,0.0000037596694,7.3165876e-7,0.000006986289,0.00013863605,0.000012582278,0.0006417556],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999101,0.000007131719,0.0000049997548,0.000028289849,0.000028571176,0.000020795747],"domain_scores_gemma":[0.9998795,0.000023807765,0.00003278051,0.000014519127,0.000040879546,0.000008560756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012609514,0.00020764439,0.0002142905,0.00028495013,0.00012712629,0.00022243503,0.00025535532,0.00023747516,0.0005485804],"category_scores_gemma":[0.00026467303,0.00017610037,0.00014369232,0.0002645724,0.00019362093,0.00024692167,0.00013077629,0.00018329298,0.0001511023],"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":[0.00007559417,0.0000087646995,0.001143055,0.000022795994,0.0000047150206,0.00004391257,0.00007314767,0.0003374921,0.99701095,0.000055056174,0.000024558361,0.001200013],"study_design_scores_gemma":[0.0000019618617,0.000079817866,0.0072616385,0.000002786802,0.000007790671,0.0000707923,0.00005355806,0.0034571344,0.98869777,0.000024236055,0.00033655926,0.0000060124644],"about_ca_topic_score_codex":0.0015209523,"about_ca_topic_score_gemma":0.0015694458,"teacher_disagreement_score":0.0015209523,"about_ca_system_score_codex":0.00028645643,"about_ca_system_score_gemma":0.00009388483,"threshold_uncertainty_score":0.0030241609},"labels":[],"label_agreement":null},{"id":"W339505622","doi":"10.1016/j.actamat.2015.04.025","title":"Study of 3-D stress development in parent and twin pairs of a hexagonal close-packed polycrystal: Part II – crystal plasticity finite element modeling","year":2015,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":74,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Engineering and Physical Sciences Research Council; DanScatt; Danmarks Frie Forskningsfond; European Synchrotron Radiation Facility","keywords":"Materials science; Plasticity; Crystallite; Voronoi diagram; Stress (linguistics); Crystal twinning; Crystallography; Finite element method; Geometry; Microstructure; Condensed matter physics; Composite material; Structural engineering; Metallurgy; Mathematics; Physics","score_opus":0.05969170902741731,"score_gpt":0.2652802371993735,"score_spread":0.2055885281719562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W339505622","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":[0.950315,0.00023039516,0.04147638,0.00009874297,0.000018354265,0.000053164607,0.0002795606,0.00025821986,0.007270262],"genre_scores_gemma":[0.99116397,0.000067627414,0.0075223055,0.0000086710725,0.0000034072668,0.000025689114,0.000108067165,0.000046087065,0.001054243],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998994,0.000013890495,0.0000062642152,0.000020899266,0.000041869607,0.000017611339],"domain_scores_gemma":[0.99958354,0.00018504624,0.00006162496,0.00005556255,0.000082536004,0.00003170962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016606777,0.00028570066,0.0003670524,0.0003027427,0.00040681096,0.00047540118,0.00083578884,0.0008445362,0.0016227005],"category_scores_gemma":[0.0005914383,0.0003490469,0.00045011065,0.0004892745,0.0006254397,0.0003827129,0.00021991164,0.00039898575,0.0001630012],"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":[0.00006982868,0.00009055353,0.0040144143,0.00009600108,0.000024490208,0.00023257012,0.0001626538,0.9521069,0.033088714,0.003945097,0.0003037252,0.0058651585],"study_design_scores_gemma":[0.000004768027,0.000020735553,0.0014686795,0.0000028263635,0.0000041604526,0.00003351261,0.000023839362,0.9950079,0.0031085096,0.00015985609,0.0001590503,0.000006239031],"about_ca_topic_score_codex":0.008158517,"about_ca_topic_score_gemma":0.008012271,"teacher_disagreement_score":0.008158517,"about_ca_system_score_codex":0.00047606594,"about_ca_system_score_gemma":0.0009524163,"threshold_uncertainty_score":0.01622206},"labels":[],"label_agreement":null},{"id":"W4221056425","doi":"10.1016/j.actamat.2022.117814","title":"Statistical distribution of spontaneous recombination radii of Frenkel pairs in FCC and BCC metals","year":2022,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Ion-surface interactions and analysis","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Recombination; RADIUS; Materials science; Molecular physics; Range (aeronautics); Relaxation (psychology); Atomic radius; Atomic physics; Physics; Chemistry","score_opus":0.005510027326120716,"score_gpt":0.20670694248790142,"score_spread":0.2011969151617807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221056425","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":[0.99510527,0.00019125239,0.0032995257,0.000052874886,0.000004326098,0.0000069342536,0.00013994153,0.0001260414,0.0010739327],"genre_scores_gemma":[0.9993204,0.000025422112,0.00029374482,0.0000028450204,0.00000388612,0.0000053393705,0.000120674216,0.000018923378,0.00020875246],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99953854,0.0001258298,0.000019413226,0.00010668073,0.00011321782,0.00009634152],"domain_scores_gemma":[0.99246794,0.005263889,0.00090215175,0.00050334155,0.0006926853,0.00016996902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011840943,0.00018107402,0.00032287082,0.0012109972,0.00037939343,0.0007282853,0.00086574425,0.00051597564,0.001603615],"category_scores_gemma":[0.0063068024,0.00024089582,0.00023123136,0.0005926201,0.00078859087,0.0005141069,0.00030955867,0.0002907091,0.00022874953],"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":[0.0037009532,0.0003801212,0.14880775,0.00047729333,0.00034577222,0.0014184071,0.0014565685,0.5774243,0.12375265,0.102498986,0.0054312237,0.034305982],"study_design_scores_gemma":[0.000041419484,0.00019767124,0.078070596,0.000020182297,0.000043732136,0.00047483033,0.00036146672,0.8868915,0.021854613,0.010923003,0.0010345711,0.00008649397],"about_ca_topic_score_codex":0.0016869105,"about_ca_topic_score_gemma":0.0010661052,"teacher_disagreement_score":0.0016869105,"about_ca_system_score_codex":0.000789372,"about_ca_system_score_gemma":0.0003074167,"threshold_uncertainty_score":0.0062621236},"labels":[],"label_agreement":null},{"id":"W4283398706","doi":"10.1016/j.actamat.2022.118111","title":"The overlooked mechanism of chalcopyrite passivation","year":2022,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Chalcopyrite; Covellite; Dissolution; Chalcocite; Leaching (pedology); Materials science; Passivation; Inorganic chemistry; Bornite; Metallurgy; Copper; Chemical engineering; Chemistry; Layer (electronics); Physical chemistry; Geology; Nanotechnology","score_opus":0.009682010790767146,"score_gpt":0.20169878088705523,"score_spread":0.1920167700962881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283398706","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":[0.74251395,0.0174258,0.1408974,0.0057979138,0.0029076093,0.0002234451,0.00052590336,0.0017640943,0.087943934],"genre_scores_gemma":[0.9804346,0.002193525,0.0041621737,0.00019921003,0.00007352322,0.00003065202,0.000077586854,0.00007427264,0.01275449],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99962056,0.000026427353,0.000016661865,0.00008298097,0.00017498968,0.000078449804],"domain_scores_gemma":[0.99967134,0.000088160275,0.000036506466,0.00011246295,0.00007088878,0.000020710002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000460598,0.00034141235,0.00040066626,0.00043926176,0.000589431,0.0016063459,0.0011472666,0.0013257262,0.0042525064],"category_scores_gemma":[0.001046999,0.00025261292,0.00038935122,0.0001986996,0.0012184689,0.0018762443,0.00097504054,0.0010922025,0.0009466543],"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":[0.00026619915,0.000060946462,0.0023303719,0.0011215614,0.000076950804,0.0018757576,0.0006367366,0.001490894,0.7274151,0.22143497,0.0023872124,0.040903382],"study_design_scores_gemma":[0.000054255957,0.00035813035,0.0029386561,0.0000897439,0.00008311352,0.0036937017,0.00064747676,0.010718198,0.87596893,0.048482385,0.056900445,0.00006496598],"about_ca_topic_score_codex":0.0004298345,"about_ca_topic_score_gemma":0.000509215,"teacher_disagreement_score":0.0042525064,"about_ca_system_score_codex":0.00068619335,"about_ca_system_score_gemma":0.0006154018,"threshold_uncertainty_score":0.014226019},"labels":[],"label_agreement":null},{"id":"W4284899972","doi":"10.1016/j.actamat.2022.118153","title":"Unexpected role of prefactors in defects diffusion: The case of vacancies in the 55Fe-28Ni-17Cr concentrated solid-solution alloys","year":2022,"lang":"en","type":"article","venue":"Acta Materialia","topic":"High Entropy Alloys Studies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Université de Montréal; Regroupement Québécois sur les Matériaux de Pointe","funders":"","keywords":"Vacancy defect; Diffusion; High entropy alloys; Kinetic Monte Carlo; Materials science; Crystallographic defect; Statistical physics; Relaxation (psychology); Kinetic energy; Thermodynamics; Alloy; Solid solution; Activation energy; Condensed matter physics; Chemical physics; Monte Carlo method; Physics; Chemistry; Physical chemistry; Quantum mechanics; Metallurgy","score_opus":0.007998055148370741,"score_gpt":0.21611194829448643,"score_spread":0.2081138931461157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284899972","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":[0.9914398,0.0009609733,0.0051004966,0.00015869971,0.000030238238,0.000014989013,0.000065774846,0.000092870694,0.0021361208],"genre_scores_gemma":[0.9988576,0.00010815148,0.00053893105,0.000014951466,0.0000046030987,0.000004625784,0.000026638165,0.000011852627,0.00043257562],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998903,0.000013531344,0.000005672077,0.00003316965,0.000032164153,0.000025085876],"domain_scores_gemma":[0.9997167,0.00014417886,0.000029012253,0.00003912938,0.000041775973,0.00002915568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028928136,0.00021306849,0.00032779487,0.0004209099,0.00051804265,0.0008458106,0.00063812046,0.00053890503,0.0017818961],"category_scores_gemma":[0.0009472074,0.00020290955,0.00015402095,0.00014969402,0.0007078956,0.0005976409,0.0005078752,0.00047834447,0.00020394048],"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":[0.0006578582,0.000055184213,0.0023770023,0.0001881577,0.00002307834,0.00060393853,0.00036622587,0.0015552224,0.97981584,0.009515403,0.00020305252,0.0046390025],"study_design_scores_gemma":[0.00006559953,0.0003455994,0.0066642556,0.000022749948,0.00003782681,0.00046620582,0.00028509923,0.020249417,0.9661867,0.0038379743,0.0018165052,0.000021990783],"about_ca_topic_score_codex":0.000803938,"about_ca_topic_score_gemma":0.0006745604,"teacher_disagreement_score":0.0017818961,"about_ca_system_score_codex":0.00034682348,"about_ca_system_score_gemma":0.00023714933,"threshold_uncertainty_score":0.0059610605},"labels":[],"label_agreement":null},{"id":"W4292333023","doi":"10.1016/j.actamat.2022.118267","title":"Adsorption and dissociation of high-pressure hydrogen on Fe (100) and Fe2O3 (001) surfaces: Combining DFT calculation and statistical thermodynamics","year":2022,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":64,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada; University of Alberta","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Supercritical fluid; Adsorption; Dissociation (chemistry); Materials science; Thermodynamics; Density functional theory; Hydrogen; Hydrogen storage; Hydrogen embrittlement; Physical chemistry; Computational chemistry; Chemistry; Physics; Organic chemistry","score_opus":0.013995425217557282,"score_gpt":0.25775913286618785,"score_spread":0.24376370764863056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292333023","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":[0.9951794,0.00018453831,0.0019047265,0.00015278147,0.000020164644,0.0000063417597,0.00013745594,0.00005529401,0.002359321],"genre_scores_gemma":[0.99909997,0.000067046836,0.0004145524,0.0000171557,0.000004777123,0.0000063372545,0.00009864913,0.000008338398,0.00028318207],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987507,0.000015979835,0.0000039746087,0.000012388789,0.000051793188,0.00004072278],"domain_scores_gemma":[0.99982953,0.00010009932,0.0000121883495,0.000017634577,0.000030148969,0.000010446119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021953664,0.00036600447,0.0004766933,0.00026083895,0.00056624576,0.000378563,0.0008632104,0.0007542813,0.0022357139],"category_scores_gemma":[0.0004803897,0.00024358073,0.00036091128,0.00025713167,0.0003787525,0.00047393338,0.00029790902,0.0006225384,0.00018078626],"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":[0.0019118489,0.00093123614,0.024542365,0.001683745,0.00029803137,0.001768333,0.00073186227,0.5994067,0.2692198,0.05050452,0.0055008424,0.04350073],"study_design_scores_gemma":[0.000051985495,0.00013062486,0.007935585,0.000010341582,0.000014715014,0.00006935476,0.00019474818,0.95752126,0.031125518,0.0025714927,0.00035391407,0.00002047393],"about_ca_topic_score_codex":0.0069239275,"about_ca_topic_score_gemma":0.0073040463,"teacher_disagreement_score":0.0069239275,"about_ca_system_score_codex":0.00068172667,"about_ca_system_score_gemma":0.000266075,"threshold_uncertainty_score":0.013767242},"labels":[],"label_agreement":null},{"id":"W4308346188","doi":"10.1016/j.actamat.2022.118477","title":"Thermally induced reorientation and plastic deformation of B19’ monoclinic martensite in nanocrystalline NiTi wires","year":2022,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":63,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Nuclear Laboratories; Grantová Agentura České Republiky; Ministerstvo Školství, Mládeže a Tělovýchovy","keywords":"Materials science; Martensite; Microstructure; Austenite; Nanocrystalline material; Diffusionless transformation; Deformation (meteorology); Metallurgy; Composite material; Nickel titanium; Dislocation; Shape-memory alloy; Nanotechnology","score_opus":0.02164802319029579,"score_gpt":0.25134668966650914,"score_spread":0.22969866647621334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308346188","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":[0.9984876,0.00010834417,0.00015316134,0.000027341157,0.000006442481,0.0000019103675,0.000042382446,0.000013155363,0.0011595804],"genre_scores_gemma":[0.99914896,0.00003949101,0.00008942434,0.0000035712094,0.000001715151,0.0000018176069,0.000043114393,0.000008411938,0.00066358264],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999465,0.0000034965683,0.0000020666002,0.000012162441,0.00001942739,0.000016460177],"domain_scores_gemma":[0.99994147,0.00001458915,0.000019617326,0.0000078590965,0.000009625786,0.0000066993166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000046922978,0.00008872689,0.00013728459,0.00010170041,0.00024545068,0.00022204492,0.00026550406,0.00014239262,0.0018347872],"category_scores_gemma":[0.00017618954,0.00014188692,0.00006603577,0.00013060767,0.00023922749,0.0001799084,0.00009807556,0.00023556712,0.00017953807],"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":[0.0003257908,0.000024521336,0.00093424396,0.000051507985,0.000009110186,0.00013567261,0.00011920871,0.00067161437,0.9953644,0.00054267776,0.00023207514,0.0015890653],"study_design_scores_gemma":[0.000023361958,0.00012188162,0.018148908,0.000005615742,0.000007664881,0.000103055776,0.0001450763,0.0070733815,0.9728917,0.00012806432,0.00133877,0.000012598276],"about_ca_topic_score_codex":0.00267986,"about_ca_topic_score_gemma":0.0047762627,"teacher_disagreement_score":0.00267986,"about_ca_system_score_codex":0.0005254363,"about_ca_system_score_gemma":0.00016408373,"threshold_uncertainty_score":0.006137967},"labels":[],"label_agreement":null},{"id":"W4309486765","doi":"10.1016/j.actamat.2022.118513","title":"The design of “Grain Boundary Engineered” architected cellular materials: The role of 5-7 defects in hexagonal honeycombs","year":2022,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; University of Toronto; McMaster University; University of Victoria","funders":"","keywords":"Materials science; Honeycomb; Hexagonal crystal system; Grain boundary; Topological defect; Graphene; Honeycomb structure; Deformation (meteorology); Boundary (topology); Topology (electrical circuits); Composite material; Nanotechnology; Crystallography; Condensed matter physics; Microstructure; Combinatorics; Physics","score_opus":0.004333866078979852,"score_gpt":0.1702825768247646,"score_spread":0.16594871074578477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309486765","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":[0.94392854,0.0005666591,0.040665757,0.00023270436,0.000105362684,0.00004221895,0.000052537627,0.00015063332,0.014255524],"genre_scores_gemma":[0.9738012,0.00017941884,0.024519967,0.000027029668,0.0000061692554,0.00003304825,0.000030177971,0.000022815508,0.0013801843],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999397,0.000013129918,0.0000032662758,0.000009408601,0.00001697152,0.000017679376],"domain_scores_gemma":[0.9998988,0.00001876938,0.000022704193,0.000018248622,0.000025185043,0.00001640905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015760705,0.00013600689,0.0001590641,0.00020513106,0.00024519573,0.0006513654,0.0004940564,0.0003609042,0.0008813201],"category_scores_gemma":[0.00021346826,0.00016133337,0.000122006015,0.00010152029,0.00039528095,0.00030032016,0.0002571616,0.0002036183,0.00020955574],"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":[0.00023096928,0.00015998683,0.0021681236,0.00038957136,0.000035783032,0.0003493001,0.00021491248,0.16437839,0.605232,0.18953119,0.0014544056,0.035855405],"study_design_scores_gemma":[0.00010704339,0.0007055669,0.0018940963,0.00007105794,0.00004493277,0.00032967972,0.00039856456,0.65456605,0.28270367,0.034732684,0.024374869,0.00007181031],"about_ca_topic_score_codex":0.0002772419,"about_ca_topic_score_gemma":0.0008257008,"teacher_disagreement_score":0.0008813201,"about_ca_system_score_codex":0.00027005374,"about_ca_system_score_gemma":0.00028505365,"threshold_uncertainty_score":0.0029482841},"labels":[],"label_agreement":null},{"id":"W4315475717","doi":"10.1016/j.actamat.2023.118696","title":"Design and development of outstanding strain properties in NBT-based lead-free piezoelectric multilayer actuators by grain-orientation engineering","year":2023,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Ferroelectric and Piezoelectric Materials","field":"Materials Science","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Materials science; Piezoelectricity; Sintering; Texture (cosmology); Anisotropy; Actuator; Ceramic; Composite material; Strain engineering; Grain size; Grain growth; Engineering physics; Optoelectronics; Electrical engineering; Optics","score_opus":0.03272853028478041,"score_gpt":0.23951158084272575,"score_spread":0.20678305055794532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315475717","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":[0.94990164,0.0019756502,0.04085456,0.00020987338,0.00012783443,0.0000472711,0.00023332043,0.0003367372,0.0063131033],"genre_scores_gemma":[0.96486837,0.0008215219,0.03205079,0.00003558737,0.000016930888,0.000041523086,0.00013732439,0.000053900596,0.0019740562],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99994755,0.0000025223464,0.0000030856493,0.000013355703,0.000022102684,0.000011435619],"domain_scores_gemma":[0.9999335,0.000005959664,0.000021397118,0.000005339249,0.000017240929,0.000016482614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000087760294,0.00024214186,0.00021281793,0.00015672944,0.00021343143,0.00030984686,0.00028450927,0.00021442273,0.0003450364],"category_scores_gemma":[0.00011818035,0.0002105377,0.00011681481,0.00014029726,0.00011646646,0.00028430996,0.00019977428,0.00021671632,0.00021186151],"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":[0.000013491638,0.000007499852,0.00009800209,0.000030243693,0.0000029752287,0.000013630848,0.000007727185,0.00040569867,0.99762964,0.00021787964,0.000053871318,0.0015193903],"study_design_scores_gemma":[0.000016649497,0.0001479089,0.0013978574,0.000009023179,0.000014514223,0.00008982042,0.000016777456,0.017172646,0.97758,0.00010902716,0.0034344306,0.000011299916],"about_ca_topic_score_codex":0.0009322788,"about_ca_topic_score_gemma":0.002888018,"teacher_disagreement_score":0.0009322788,"about_ca_system_score_codex":0.00035522063,"about_ca_system_score_gemma":0.0002728764,"threshold_uncertainty_score":0.0025772452},"labels":[],"label_agreement":null},{"id":"W4316926778","doi":"10.1016/j.actamat.2023.118711","title":"In situ annealing studies on the microstructural evolution of a macro defect free electroformed nanocrystalline Ni-Co sheet metal and its relation to tensile properties","year":2023,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Integran (Canada); University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; National Research Council; Canadian Institutes of Health Research; Canada Foundation for Innovation; University of Saskatchewan; Canadian Light Source","keywords":"Materials science; Annealing (glass); Nanocrystalline material; Grain boundary; Metallurgy; Ultimate tensile strength; Electroforming; Tensile testing; Grain growth; Grain boundary strengthening; Grain size; Composite material; Microstructure; Nanotechnology","score_opus":0.035450863530959026,"score_gpt":0.2686453814691968,"score_spread":0.23319451793823778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316926778","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":[0.9980835,0.0001808711,0.0006055815,0.00001796129,0.0000062071263,0.0000053452773,0.00010012217,0.00001570579,0.0009847459],"genre_scores_gemma":[0.9987301,0.000051525752,0.00034742674,0.0000047428903,0.0000023093978,0.0000043349305,0.000061746876,0.000008317715,0.0007894214],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99992037,0.000005701697,0.0000047490585,0.00002623031,0.000026071395,0.00001676898],"domain_scores_gemma":[0.9998356,0.00004596408,0.000037381506,0.000024063791,0.0000484562,0.000008415536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000084306026,0.00012912884,0.00020852512,0.00013621923,0.00023478724,0.00019292213,0.00022559223,0.00022201295,0.0015611709],"category_scores_gemma":[0.0002134306,0.00015544961,0.00012949345,0.00023561426,0.0002799098,0.00018936861,0.00010302595,0.00030950995,0.000167416],"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":[0.00012436078,0.000011900128,0.00051197415,0.000024746923,0.0000042982956,0.000053922093,0.00006870514,0.00011814848,0.9983413,0.00006261763,0.000030926927,0.00064706086],"study_design_scores_gemma":[0.0000052018277,0.00012878547,0.015928017,0.000002837597,0.000013877257,0.00007301417,0.00008278988,0.0016814189,0.981412,0.000022911474,0.0006434816,0.00000570943],"about_ca_topic_score_codex":0.0023940303,"about_ca_topic_score_gemma":0.003718261,"teacher_disagreement_score":0.0023940303,"about_ca_system_score_codex":0.0002557376,"about_ca_system_score_gemma":0.00010754075,"threshold_uncertainty_score":0.0052226186},"labels":[],"label_agreement":null},{"id":"W4320406351","doi":"10.1016/j.actamat.2023.118729","title":"On the trigonal structure of the ζ-hydride in zirconium: A microstructural characterization approach by electron diffraction and energy-loss spectroscopy","year":2023,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"University Network of Excellence in Nuclear Engineering; Natural Sciences and Engineering Research Council of Canada; Queen's University","keywords":"Zirconium hydride; Hydride; Materials science; Electron diffraction; Zirconium; Crystallography; Low-energy electron diffraction; Zirconium alloy; Crystal structure; Phase (matter); Energy-dispersive X-ray spectroscopy; Diffraction; Chemistry; Scanning electron microscope; Metallurgy; Optics; Physics; Composite material; Metal","score_opus":0.006578812335501443,"score_gpt":0.20104677813117133,"score_spread":0.19446796579566988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320406351","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":[0.9851046,0.00092002266,0.0092945015,0.00014750281,0.00004338394,0.00001771127,0.0002248109,0.000060984847,0.0041864743],"genre_scores_gemma":[0.99739575,0.0005084651,0.0013666743,0.00002711294,0.000005062068,0.0000048050124,0.0001386475,0.000010495482,0.00054295093],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99995303,0.0000058242654,0.000003051393,0.000011368156,0.000017134214,0.00000950028],"domain_scores_gemma":[0.9999478,0.000012050362,0.00001075571,0.000011690265,0.000012639936,0.000005117361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015473636,0.00024741233,0.00014660998,0.00037269044,0.00028939667,0.00033484757,0.0005243734,0.00013377964,0.0014695115],"category_scores_gemma":[0.00019574356,0.00017032475,0.00010082594,0.00027100006,0.00052131497,0.00032925064,0.00021848628,0.00033267532,0.00016693046],"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":[0.00047650005,0.000025955662,0.0014788132,0.00018400801,0.000012363514,0.00024645828,0.00023593905,0.0027871202,0.9717705,0.0053699766,0.000617726,0.016794594],"study_design_scores_gemma":[0.000031035033,0.00023727481,0.013983824,0.000030581337,0.000033586515,0.00033751028,0.00055450486,0.025352763,0.95202345,0.0021471092,0.0052359784,0.000032429223],"about_ca_topic_score_codex":0.0024589216,"about_ca_topic_score_gemma":0.002799935,"teacher_disagreement_score":0.0024589216,"about_ca_system_score_codex":0.00022879445,"about_ca_system_score_gemma":0.00018845033,"threshold_uncertainty_score":0.004916072},"labels":[],"label_agreement":null},{"id":"W4323350110","doi":"10.1016/j.actamat.2023.118830","title":"Effect of CMAS infiltration on the optical properties of thermal barrier coatings: Study of the mechanisms supported by FDTD simulations and ALD","year":2023,"lang":"en","type":"article","venue":"Acta Materialia","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Pratt and Whitney Canada","keywords":"Materials science; Thermal barrier coating; Microstructure; Yttria-stabilized zirconia; Scattering; Thermal conductivity; Composite material; Saturation (graph theory); Infiltration (HVAC); Coating; Cubic zirconia; Optics; Ceramic","score_opus":0.012123947007762753,"score_gpt":0.23052601346554505,"score_spread":0.2184020664577823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323350110","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":[0.9964142,0.0003564391,0.0018882855,0.000036934816,0.00001513521,0.000006806234,0.00007172631,0.000040671137,0.0011699144],"genre_scores_gemma":[0.99891365,0.00015021676,0.0006223711,0.0000050175686,0.0000012604576,0.0000032912392,0.000016409933,0.000009388895,0.00027841667],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99994886,0.0000042341762,0.0000023572538,0.000010110195,0.000017549302,0.000016879365],"domain_scores_gemma":[0.9998534,0.00007271707,0.000029601977,0.000011471963,0.000023595512,0.000009232841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001458527,0.00024839604,0.00023431762,0.00011356212,0.00016082881,0.0003414039,0.00020874492,0.00029431022,0.0010324583],"category_scores_gemma":[0.0003290843,0.00018139319,0.00021979236,0.0001695651,0.00023166763,0.00028696732,0.00013410584,0.00024998028,0.00011278759],"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":[0.0003310225,0.000060970033,0.0011745003,0.00016772798,0.000016035812,0.00017485634,0.00009746087,0.01917601,0.9744342,0.00070296344,0.00012553191,0.0035385806],"study_design_scores_gemma":[0.0000297939,0.00019454281,0.005543018,0.00001511642,0.000037051537,0.000073390525,0.000081023136,0.21619812,0.77677333,0.00015181207,0.00087968615,0.000023110275],"about_ca_topic_score_codex":0.0020112914,"about_ca_topic_score_gemma":0.001689964,"teacher_disagreement_score":0.0020112914,"about_ca_system_score_codex":0.0002792759,"about_ca_system_score_gemma":0.00019338456,"threshold_uncertainty_score":0.0039991736},"labels":[],"label_agreement":null},{"id":"W4323366156","doi":"10.1016/j.actamat.2023.118821","title":"Hot cracking susceptibility prediction from quantitative multi-phase field simulations with grain boundary effects","year":2023,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McGill University; Brockhouse Institute for Materials Research","funders":"","keywords":"Materials science; Grain boundary; Cracking; Phase (matter); Fracture (geology); Mechanics; Thermodynamics; Metallurgy; Composite material; Microstructure; Physics","score_opus":0.01926354340197753,"score_gpt":0.2720331352592639,"score_spread":0.2527695918572864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323366156","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":[0.89173555,0.00043944034,0.07784979,0.00044753103,0.00013139463,0.000100273886,0.00047916893,0.0006156889,0.028201139],"genre_scores_gemma":[0.994408,0.00005630607,0.004404346,0.000027524551,0.000013145744,0.000034973706,0.00006700153,0.000074616764,0.0009140908],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988925,0.000028071305,0.000004456295,0.000015120316,0.000037106987,0.000026044789],"domain_scores_gemma":[0.999241,0.00039238005,0.000072270566,0.0000838,0.0001653856,0.000045175417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032967844,0.0006337038,0.0006237497,0.00062608946,0.0004315083,0.0005419623,0.0009790933,0.0012974562,0.0022009958],"category_scores_gemma":[0.0016222146,0.00056142895,0.00043744556,0.00042598855,0.0006595342,0.0010013493,0.00046506987,0.00091180066,0.00027334667],"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":[0.00006434978,0.00006839866,0.0007664047,0.00006042629,0.000012272681,0.00005916284,0.000028547032,0.9856889,0.007423766,0.0036763593,0.00024633933,0.0019050431],"study_design_scores_gemma":[0.0000079304655,0.000006390456,0.00016727354,0.0000020593604,0.0000016407353,0.0000022325448,0.0000026209573,0.99877995,0.00064214296,0.00034775038,0.000037895526,0.0000021116218],"about_ca_topic_score_codex":0.006035298,"about_ca_topic_score_gemma":0.005062061,"teacher_disagreement_score":0.006035298,"about_ca_system_score_codex":0.00055298733,"about_ca_system_score_gemma":0.00070908596,"threshold_uncertainty_score":0.012000322},"labels":[],"label_agreement":null},{"id":"W4378417919","doi":"10.1016/j.actamat.2023.119037","title":"Experimental and thermodynamic modeling of Al2O3 corundum and TiO2 rutile structures forming on Ti-6Al-4V powder during oxidation","year":2023,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Advanced materials and composites","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Centre in Green Chemistry and Catalysis","funders":"Polytechnique Montréal","keywords":"Rutile; Materials science; Oxide; Corundum; Oxygen; Chemical engineering; Stoichiometry; Impurity; Inert; Layer (electronics); Phase (matter); Metallurgy; Physical chemistry; Nanotechnology; Chemistry","score_opus":0.009740215712239346,"score_gpt":0.22420247179182987,"score_spread":0.21446225607959052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378417919","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":[0.99575174,0.00010333905,0.00087029795,0.00002581853,0.000005657031,0.0000070939104,0.00031662063,0.000042905307,0.002876527],"genre_scores_gemma":[0.99922156,0.000029012655,0.0002176572,0.0000022460983,8.3272647e-7,0.000004624064,0.00012610639,0.000007343297,0.00039058842],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999081,0.0000060885973,0.0000035964101,0.000019126355,0.000039912087,0.000023224544],"domain_scores_gemma":[0.99989176,0.00004624031,0.000013440769,0.000011768445,0.000031721273,0.0000050628632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015119626,0.00017891398,0.00019039008,0.00023235139,0.00033157945,0.00021482218,0.00045779286,0.00026195543,0.003158363],"category_scores_gemma":[0.00023528452,0.00016095508,0.00023883689,0.00027286206,0.00027065846,0.00024011369,0.00009551123,0.00021366864,0.00023652542],"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":[0.00080589595,0.00017302684,0.0075662495,0.00024775945,0.00002513065,0.00033520177,0.00020873429,0.06492283,0.9124774,0.0023509678,0.00064712565,0.010239723],"study_design_scores_gemma":[0.000031046253,0.00021464162,0.022205945,0.0000086632745,0.000017126526,0.000094588744,0.00017919755,0.17265838,0.8025776,0.0004339342,0.001557438,0.000021448232],"about_ca_topic_score_codex":0.004107278,"about_ca_topic_score_gemma":0.0049249004,"teacher_disagreement_score":0.004107278,"about_ca_system_score_codex":0.0005337702,"about_ca_system_score_gemma":0.00020997817,"threshold_uncertainty_score":0.010565758},"labels":[],"label_agreement":null},{"id":"W4381046127","doi":"10.1016/j.actamat.2023.119089","title":"Role of alloy composition on micro-cracking mechanisms in additively manufactured Ni-based superalloys","year":2023,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":65,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Superalloy; Cracking; Volume fraction; Metallurgy; Alloy; Grain boundary; Atom probe; Microstructure; Composite material","score_opus":0.009195786436386796,"score_gpt":0.21034849482877258,"score_spread":0.20115270839238578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381046127","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":[0.9967789,0.000595772,0.0010149472,0.000026435693,0.000013407515,0.000009422954,0.00004192345,0.00003744992,0.0014817525],"genre_scores_gemma":[0.9992551,0.00010229047,0.000233377,0.000003467475,0.000001883952,0.000002403243,0.0000198983,0.000015062987,0.00036648224],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997894,0.000026354945,0.000016946491,0.000039627088,0.0000896036,0.000038095477],"domain_scores_gemma":[0.9995937,0.00014826596,0.00008847719,0.000026919657,0.000113433845,0.000029126555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033884004,0.0002736186,0.00029389633,0.0003947103,0.0003034498,0.00079672766,0.00042903872,0.00035731026,0.001920003],"category_scores_gemma":[0.00095448154,0.00033590288,0.00015114293,0.00015824295,0.00039361403,0.0004570098,0.00030382007,0.00026586655,0.00036199082],"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":[0.0006847759,0.000035696987,0.0019728362,0.00009927629,0.00001829918,0.00010256274,0.00008479558,0.0017433695,0.9913572,0.0005952971,0.00003198545,0.0032738892],"study_design_scores_gemma":[0.000017607419,0.0001702534,0.0074646254,0.000009727581,0.000034857705,0.00007605785,0.000099183,0.0114216,0.979961,0.00014788093,0.00058450067,0.000012681145],"about_ca_topic_score_codex":0.0011329531,"about_ca_topic_score_gemma":0.0019406307,"teacher_disagreement_score":0.001920003,"about_ca_system_score_codex":0.0003636646,"about_ca_system_score_gemma":0.00029651125,"threshold_uncertainty_score":0.0064231157},"labels":[],"label_agreement":null},{"id":"W4385164221","doi":"10.1016/j.actamat.2023.119184","title":"On potential core-shell morphologies of δ-hydride precipitates in zircaloy-2: A microstructural characterization approach by electron diffraction and energy-loss spectroscopy","year":2023,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"University Network of Excellence in Nuclear Engineering; Natural Sciences and Engineering Research Council of Canada; Technische Universität Wien; Queen's University","keywords":"Electron energy loss spectroscopy; Materials science; Electron diffraction; Plasmon; Phase (matter); Low-energy electron diffraction; Superlattice; Delocalized electron; Diffraction; Dielectric; Spectroscopy; Molecular physics; Surface energy; Energy-dispersive X-ray spectroscopy; Analytical Chemistry (journal); Crystallography; Scanning electron microscope; Transmission electron microscopy; Optics; Nanotechnology; Composite material; Chemistry; Optoelectronics; Physics","score_opus":0.009917748719052828,"score_gpt":0.22283622310141338,"score_spread":0.21291847438236056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385164221","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":[0.9956831,0.0001937215,0.0017967018,0.000016069796,0.0000048184434,0.000007544818,0.00020403448,0.000056896963,0.00203713],"genre_scores_gemma":[0.99854565,0.00006017398,0.0006861865,0.0000036158624,9.792878e-7,0.0000030678414,0.00010734315,0.000013301641,0.0005797945],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9999589,0.0000023813868,0.0000020655227,0.000011311791,0.000017299904,0.00000810701],"domain_scores_gemma":[0.999936,0.000012914678,0.00001371242,0.000007365737,0.000022159033,0.000007817864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007954592,0.000115194074,0.00007970447,0.00022694965,0.00014421626,0.00021564223,0.00023331329,0.00011762306,0.0014608331],"category_scores_gemma":[0.00014676523,0.00010071169,0.00008519469,0.00012687367,0.00021584093,0.00019312641,0.00011497447,0.00014297043,0.00014591168],"study_design_candidate":"observational","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":[0.00020041739,0.000012279313,0.0014214426,0.000044392535,0.000004120506,0.00010032473,0.00008080438,0.0009429186,0.99378407,0.0005088112,0.00008438502,0.0028159143],"study_design_scores_gemma":[0.000012909934,0.00009265592,0.03678878,0.000011079784,0.000011962214,0.00017798532,0.00017169178,0.010827463,0.9505389,0.00023712518,0.0011209722,0.000008457488],"about_ca_topic_score_codex":0.0017609651,"about_ca_topic_score_gemma":0.0026768185,"teacher_disagreement_score":0.0017609651,"about_ca_system_score_codex":0.00023195517,"about_ca_system_score_gemma":0.00011493885,"threshold_uncertainty_score":0.004886925},"labels":[],"label_agreement":null},{"id":"W4385841553","doi":"10.1016/j.actamat.2023.119260","title":"Manipulating lattice distortion to promote average thermoelectric power factor in metavalently bonded AgBiSe2","year":2023,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Advanced Thermoelectric Materials and Devices","field":"Materials Science","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Chongqing University; National Natural Science Foundation of China","keywords":"Materials science; Thermoelectric effect; Seebeck coefficient; Electrical resistivity and conductivity; Condensed matter physics; Lattice (music); Dielectric; Scattering; Electron; Octahedron; Local symmetry; Thermal conductivity; Crystallography; Crystal structure; Thermodynamics; Optics; Composite material; Optoelectronics","score_opus":0.025009743153785947,"score_gpt":0.2806001250119606,"score_spread":0.2555903818581746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385841553","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":[0.9960459,0.00015822114,0.0010658484,0.00008756538,0.00004349767,0.0000043902273,0.00003985028,0.000059917136,0.0024947505],"genre_scores_gemma":[0.99831486,0.000059670052,0.00050916086,0.000020384456,0.0000041026797,0.000005439783,0.00003355448,0.000027904955,0.0010250265],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999654,0.000003714432,0.0000019812683,0.000008858807,0.0000094857305,0.00001038051],"domain_scores_gemma":[0.9999591,0.00001030268,0.000007705945,0.0000062384165,0.000007973466,0.000008574462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000644048,0.00018873284,0.00013611524,0.00011227467,0.00022965754,0.00029861025,0.0003042418,0.00018710001,0.0028337138],"category_scores_gemma":[0.00012949345,0.00016677757,0.00005692023,0.00014184446,0.00018968992,0.0002265715,0.00023095902,0.00035804306,0.00035489938],"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":[0.00025547208,0.000051784533,0.000372435,0.000118927754,0.00001046441,0.000079324884,0.00007624991,0.00049114326,0.9924704,0.002611698,0.00043672769,0.003025432],"study_design_scores_gemma":[0.000041989595,0.00018002625,0.00093295926,0.000009396086,0.00000825428,0.000074734846,0.00010497133,0.007637814,0.9880896,0.0004995965,0.002405186,0.00001553132],"about_ca_topic_score_codex":0.00042358425,"about_ca_topic_score_gemma":0.0016173588,"teacher_disagreement_score":0.0028337138,"about_ca_system_score_codex":0.00019276307,"about_ca_system_score_gemma":0.000107953994,"threshold_uncertainty_score":0.009479761},"labels":[],"label_agreement":null},{"id":"W4386225695","doi":"10.1016/j.actamat.2023.119278","title":"Characterization of dealloying and associated stress corrosion cracking: The effect of crystallographic orientation","year":2023,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Nanoporous metals and alloys","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; University Network of Excellence in Nuclear Engineering","keywords":"Materials science; Electron backscatter diffraction; Stress corrosion cracking; Alloy; Nanoporous; Dissolution; Corrosion; Layer (electronics); Grain boundary; Surface layer; Metallurgy; Texture (cosmology); Composite material; Crystallography; Microstructure; Chemical engineering; Nanotechnology","score_opus":0.009575286496214022,"score_gpt":0.24151356570920754,"score_spread":0.2319382792129935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386225695","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":[0.9979564,0.00017248202,0.0012996943,0.000005488628,0.0000017858026,0.0000104722585,0.0001449624,0.000029588591,0.00037912658],"genre_scores_gemma":[0.9963781,0.00017310234,0.0026404813,0.000006592187,0.0000013087501,0.000016949856,0.00024105968,0.000018791505,0.0005235435],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999409,0.0000030808242,0.0000047338176,0.000013715795,0.000024636758,0.000012832252],"domain_scores_gemma":[0.9998129,0.000031958247,0.000057278452,0.000019062043,0.000059424,0.000019317004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000096770505,0.00019576297,0.0001798722,0.00029345034,0.00010701464,0.00019317337,0.00016142077,0.0001811949,0.00065246667],"category_scores_gemma":[0.00019521738,0.00015672031,0.00011482317,0.00019438489,0.00017015998,0.00013533173,0.00011714755,0.00019281179,0.00014751192],"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":[0.00001465237,0.0000028678412,0.00079515437,0.00001561959,0.0000014642792,0.000019048917,0.000019535011,0.000026397616,0.99867105,0.000007695534,0.000003857281,0.00042268628],"study_design_scores_gemma":[0.000002080275,0.00006539879,0.024260517,0.0000019659542,0.000007528794,0.00010614159,0.00005617313,0.00065145514,0.97449887,0.0000068645572,0.0003401156,0.0000028612321],"about_ca_topic_score_codex":0.0013960187,"about_ca_topic_score_gemma":0.0022623958,"teacher_disagreement_score":0.0013960187,"about_ca_system_score_codex":0.00013719834,"about_ca_system_score_gemma":0.000091882466,"threshold_uncertainty_score":0.0027757287},"labels":[],"label_agreement":null},{"id":"W4386824453","doi":"10.1016/j.actamat.2023.119356","title":"On the effects of transformation strain induced by hydride precipitation","year":2023,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nuclear Laboratories; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Materials science; Hydride; Zirconium hydride; Zirconium; Zirconium alloy; Hydrogen; Precipitation; Crystallography; Rotation (mathematics); Grain boundary; Composite material; Metallurgy; Geometry; Microstructure; Chemistry; Physics; Metal","score_opus":0.017639580954077024,"score_gpt":0.23616529633924438,"score_spread":0.21852571538516735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386824453","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":[0.993115,0.001137438,0.0012065638,0.00009658859,0.000042928546,0.000014191409,0.00013634055,0.000037707687,0.004213193],"genre_scores_gemma":[0.9986351,0.0003869186,0.00021196053,0.00001683595,0.0000069957077,0.0000044512485,0.00008323831,0.000021624612,0.0006327363],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998958,0.000012883161,0.000005351706,0.0000202848,0.00003421982,0.000031455907],"domain_scores_gemma":[0.99969494,0.0001843944,0.000039924016,0.000025520443,0.00003949827,0.000015798774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014328827,0.00018309822,0.00022442151,0.00013634878,0.00015861898,0.00027371096,0.00021633996,0.00016970241,0.003646947],"category_scores_gemma":[0.00046189746,0.00009660131,0.00012982344,0.00019644041,0.0002779313,0.00026516532,0.00016775573,0.0004023341,0.00031604074],"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":[0.0010622942,0.000085303705,0.0005882487,0.00018275745,0.000017999966,0.00016675776,0.00007749588,0.0015256876,0.9887057,0.0007736234,0.0002448468,0.0065692775],"study_design_scores_gemma":[0.000017290216,0.00021824318,0.00308754,0.0000073813744,0.000016591186,0.00004967632,0.00004915023,0.0039206836,0.99153554,0.00015994233,0.00092874747,0.00000933686],"about_ca_topic_score_codex":0.00058290554,"about_ca_topic_score_gemma":0.00072090194,"teacher_disagreement_score":0.003646947,"about_ca_system_score_codex":0.00015828235,"about_ca_system_score_gemma":0.00013755268,"threshold_uncertainty_score":0.012200236},"labels":[],"label_agreement":null},{"id":"W4387359232","doi":"10.1016/j.actamat.2023.119413","title":"Delineating dislocation structures and residual stresses in additively manufactured alloys","year":2023,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":162,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Alexander von Humboldt-Stiftung","keywords":"Materials science; Dislocation; Residual stress; Microstructure; Electron backscatter diffraction; Alloy; Lattice (music); Cubic crystal system; Crystallography; Composite material; Residual; Deformation (meteorology); Condensed matter physics","score_opus":0.014384226691594924,"score_gpt":0.2314156463731395,"score_spread":0.21703141968154457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387359232","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":[0.97403866,0.00041165264,0.024363734,0.000021305319,0.000006877871,0.00001262621,0.000053520977,0.000113572845,0.0009780223],"genre_scores_gemma":[0.9929778,0.00007220903,0.006534016,0.000002841955,0.000001802378,0.000004072904,0.000058132973,0.000014044856,0.00033508346],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998343,0.000016170781,0.00001252528,0.000032245025,0.000076578755,0.000028263892],"domain_scores_gemma":[0.9995796,0.00012810018,0.00008143016,0.00004454029,0.00014642633,0.000019977178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025346575,0.00022143054,0.00025495025,0.0013524018,0.0002822751,0.0008168482,0.00049273745,0.00047449386,0.0005549499],"category_scores_gemma":[0.0007368192,0.0002748278,0.00021518154,0.0005442491,0.0005114546,0.00044363333,0.000246258,0.0002965446,0.00015840691],"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":[0.0006446701,0.00016621013,0.031714607,0.00017662729,0.000031196465,0.0004219592,0.00064290065,0.0271145,0.87957245,0.0042471746,0.00017199719,0.05509567],"study_design_scores_gemma":[0.000028920515,0.00083393377,0.13526636,0.000040027713,0.000096780605,0.0010014729,0.00095570233,0.2904223,0.5659421,0.0032525656,0.0020992223,0.00006058466],"about_ca_topic_score_codex":0.0017103676,"about_ca_topic_score_gemma":0.0037175312,"teacher_disagreement_score":0.0017103676,"about_ca_system_score_codex":0.00034609355,"about_ca_system_score_gemma":0.00046000042,"threshold_uncertainty_score":0.0034008026},"labels":[],"label_agreement":null},{"id":"W4387824245","doi":"10.1016/j.actamat.2023.119455","title":"Synthesis and characterization of (Al,Si)3(Zr,Ti)-D022/D023 intermetallics: Understanding the stability of silicon substitution","year":2023,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada","keywords":"Intermetallic; Materials science; Metallurgy; Precipitation; Nucleation; Zirconium; Silicon; Aluminium; Crystallography; Alloy; Thermodynamics","score_opus":0.03036721830412228,"score_gpt":0.21517748332977732,"score_spread":0.18481026502565503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387824245","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":[0.9908925,0.00054849684,0.0040728105,0.000045126224,0.000015109728,0.000027574062,0.00059428765,0.00010693664,0.0036971914],"genre_scores_gemma":[0.99350363,0.00017598241,0.0041261697,0.000022314689,0.0000038064181,0.000017033577,0.00046529988,0.000037123555,0.0016486122],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998988,0.000008505551,0.000009061299,0.000023867606,0.00004302734,0.000016711512],"domain_scores_gemma":[0.9999026,0.000009621834,0.000024388168,0.000013181346,0.000038775175,0.000011431725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017080127,0.00015131583,0.00013124438,0.00036298297,0.00027803704,0.00036783406,0.00022646891,0.00022526467,0.0008214524],"category_scores_gemma":[0.00018873338,0.00013474328,0.00013028277,0.00033981,0.00014219356,0.00013288675,0.00013962477,0.0001676887,0.0002952351],"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":[0.000048707167,0.000009731136,0.00033276423,0.000023644934,0.0000021891265,0.000021321934,0.000015662157,0.00012678154,0.9978921,0.0001283984,0.000043298955,0.0013554986],"study_design_scores_gemma":[0.0000038634184,0.000049817463,0.0015431922,0.0000014897305,0.000003471247,0.00003385987,0.000019131885,0.00076333695,0.99660563,0.00001976704,0.00095459895,0.0000018041133],"about_ca_topic_score_codex":0.0011905108,"about_ca_topic_score_gemma":0.0026874908,"teacher_disagreement_score":0.0011905108,"about_ca_system_score_codex":0.00040781702,"about_ca_system_score_gemma":0.00030976502,"threshold_uncertainty_score":0.0029588938},"labels":[],"label_agreement":null},{"id":"W4388592580","doi":"10.1016/j.actamat.2023.119525","title":"Evolution of in-plane strain fields onset of a plastically deforming crack in zirconium","year":2023,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"University Network of Excellence in Nuclear Engineering; Natural Sciences and Engineering Research Council of Canada; Queen's University","keywords":"Microscale chemistry; Materials science; Digital image correlation; Lüders band; Slip (aerodynamics); Electron backscatter diffraction; Plasticity; Finite element method; Isotropy; Equidistant; Plane stress; Slip line field; Mechanics; Shear (geology); Composite material; Geometry; Structural engineering; Microstructure; Optics; Thermodynamics","score_opus":0.016069060726296155,"score_gpt":0.24392409445811472,"score_spread":0.22785503373181856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388592580","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":[0.99810284,0.00006096033,0.0004233962,0.000036551904,0.000007026163,0.0000040457408,0.00011834825,0.000027209688,0.0012196759],"genre_scores_gemma":[0.9994536,0.000020691179,0.00012463097,0.000004098829,0.0000015358229,0.0000016583715,0.000057417597,0.000005489424,0.00033081995],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99996066,0.0000019391116,0.0000014985936,0.000009677342,0.0000109402,0.00001518595],"domain_scores_gemma":[0.9998661,0.000023517745,0.000036647783,0.000012419021,0.000031774205,0.000029547977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000068151385,0.00013403718,0.00017424252,0.00030634907,0.0003001344,0.00042432523,0.0003016217,0.00032433966,0.0026853664],"category_scores_gemma":[0.00026765783,0.00019598371,0.00013169694,0.00016605778,0.00031985578,0.00021493834,0.0001813695,0.0003548539,0.00015849168],"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":[0.0011948658,0.00020364962,0.018411972,0.00013956393,0.0000535179,0.0012821851,0.0003319548,0.013820012,0.954809,0.0029762283,0.00071972987,0.006057321],"study_design_scores_gemma":[0.00010124168,0.0007185087,0.26187116,0.000038652233,0.00006321685,0.000620505,0.0008868549,0.16503847,0.5669788,0.0013533998,0.00225429,0.00007489595],"about_ca_topic_score_codex":0.0029401723,"about_ca_topic_score_gemma":0.0020013752,"teacher_disagreement_score":0.0029401723,"about_ca_system_score_codex":0.0003895216,"about_ca_system_score_gemma":0.00023394145,"threshold_uncertainty_score":0.008983433},"labels":[],"label_agreement":null},{"id":"W4389234068","doi":"10.1016/j.actamat.2023.119567","title":"The asymmetric evolution of grain-scale stresses in notched specimens under cyclic loads","year":2023,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Western University; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; National Science Foundation","keywords":"Materials science; Electron backscatter diffraction; Grain size; Plasticity; Composite material; Anisotropy; Grain boundary; Texture (cosmology); Diffraction; Microstructure; Microscale chemistry; Strain partitioning; Optics","score_opus":0.015434171149839146,"score_gpt":0.2456434925012524,"score_spread":0.23020932135141325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389234068","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":[0.9975992,0.00007122593,0.0008618425,0.000014355474,0.0000065923145,0.000006154495,0.000103877035,0.000020648338,0.0013160799],"genre_scores_gemma":[0.99912304,0.000030359155,0.00018324792,0.000007145201,0.0000022204335,0.0000043675864,0.000060814014,0.00000895985,0.00057974627],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987364,0.000008823242,0.000007175201,0.000022079057,0.00005798463,0.000030310075],"domain_scores_gemma":[0.999522,0.000117145144,0.00008858854,0.000072657414,0.00013117144,0.0000685734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014983468,0.0001325711,0.00015056223,0.00042085093,0.00028075167,0.00028915287,0.00030440747,0.00034344257,0.002905004],"category_scores_gemma":[0.0006607657,0.00021148934,0.00009582112,0.0003852836,0.0006619731,0.00025385997,0.00017425332,0.00029544684,0.00027066827],"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":[0.0004385149,0.000056860314,0.0041492367,0.000041959367,0.0000108499935,0.0002803055,0.00031930092,0.002864934,0.9853033,0.0004113652,0.00015813779,0.005965372],"study_design_scores_gemma":[0.000035531946,0.00045445596,0.33142036,0.000026915111,0.000034543147,0.0006469077,0.0008994934,0.047052983,0.6171564,0.00068275817,0.0015332523,0.00005643848],"about_ca_topic_score_codex":0.0024822294,"about_ca_topic_score_gemma":0.003770646,"teacher_disagreement_score":0.002905004,"about_ca_system_score_codex":0.00025973015,"about_ca_system_score_gemma":0.0002763628,"threshold_uncertainty_score":0.009718239},"labels":[],"label_agreement":null},{"id":"W4389431639","doi":"10.1016/j.actamat.2023.119585","title":"Data-driven texture design for reducing elastic and plastic anisotropy in titanium alloys","year":2023,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Titanium Alloys Microstructure and Properties","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Anisotropy; Materials science; Titanium alloy; Plasticity; Texture (cosmology); Stiffness; Elastic modulus; Microstructure; Condensed matter physics; Composite material; Alloy; Computer science; Artificial intelligence; Optics; Physics","score_opus":0.05439381626482008,"score_gpt":0.2783830136046096,"score_spread":0.2239891973397895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389431639","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":[0.45907074,0.0008552836,0.53069323,0.0001640137,0.00012818602,0.000043267468,0.0002301678,0.0012098065,0.0076053236],"genre_scores_gemma":[0.952844,0.00012381905,0.045219332,0.00003853896,0.00001525411,0.00002232607,0.00011657619,0.000113148795,0.0015071069],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999045,0.000006882201,0.0000046885375,0.000016780183,0.000048044472,0.000019148025],"domain_scores_gemma":[0.99982077,0.00003400349,0.000034352284,0.000022304674,0.0000789291,0.000009770104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012164009,0.00024305342,0.00029780483,0.00028156766,0.00015796347,0.00039496907,0.0005506489,0.00021642867,0.001086614],"category_scores_gemma":[0.00036673638,0.00015702368,0.00017686264,0.00025092805,0.00016667963,0.00023099358,0.0002419247,0.0002973194,0.00020763271],"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":[0.0005669178,0.00024965743,0.0018479727,0.00022472341,0.00003613172,0.00008227444,0.000071937626,0.14827341,0.6176157,0.0041549583,0.0014742544,0.22540216],"study_design_scores_gemma":[0.0000669137,0.00024216966,0.0012276648,0.000008156237,0.00002756342,0.00006624416,0.00004425126,0.8350315,0.15750343,0.0014635822,0.004298152,0.000020414825],"about_ca_topic_score_codex":0.0010036024,"about_ca_topic_score_gemma":0.0023349049,"teacher_disagreement_score":0.001086614,"about_ca_system_score_codex":0.00029626538,"about_ca_system_score_gemma":0.00028956696,"threshold_uncertainty_score":0.0036351085},"labels":[],"label_agreement":null},{"id":"W4391275476","doi":"10.1016/j.actamat.2024.119712","title":"Two dimensional phase field crystal study of thermo-density coupling: Thermal expansion, recalescence, and plasticity","year":2024,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":13,"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":"Natural Sciences and Engineering Research Council of Canada; Fonds de recherche du Québec – Nature et technologies; Alliance de recherche numérique du Canada","keywords":"Recalescence; Materials science; Vacancy defect; Isochoric process; Nucleation; Condensed matter physics; Thermodynamics; Latent heat; Phase (matter); Alloy; Composite material; Physics","score_opus":0.023800772714988278,"score_gpt":0.29389852189420845,"score_spread":0.2700977491792202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391275476","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":[0.83661366,0.0010569379,0.15507318,0.00028304456,0.00004773968,0.00003842457,0.000053977616,0.00007201049,0.0067610545],"genre_scores_gemma":[0.98094165,0.0003871523,0.016175844,0.000025170615,0.0000305182,0.00003265325,0.000029450226,0.00002419471,0.0023534198],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999447,0.000013683472,0.0000013804615,0.000011299534,0.000020984215,0.000007967103],"domain_scores_gemma":[0.99987507,0.00004939262,0.000029211373,0.000015371821,0.00001588663,0.000015112475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000121790625,0.00021665807,0.00023904144,0.00019568141,0.00018625899,0.00028565814,0.00037838277,0.0003042073,0.00065594324],"category_scores_gemma":[0.0003650968,0.000120006865,0.0002179709,0.00014193104,0.00062091067,0.00046586653,0.00030683167,0.00050262694,0.00006519433],"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":[0.000085048894,0.00015019276,0.0025354626,0.00015805742,0.000044047025,0.00040340575,0.00016078731,0.5317933,0.23924667,0.21325892,0.00053790637,0.011626215],"study_design_scores_gemma":[0.000006013575,0.000033769968,0.00057705084,0.0000024474223,0.0000031670338,0.00007215474,0.000011336253,0.98387504,0.007000064,0.007848702,0.0005623259,0.000007929119],"about_ca_topic_score_codex":0.000984451,"about_ca_topic_score_gemma":0.00056709076,"teacher_disagreement_score":0.000984451,"about_ca_system_score_codex":0.0003445901,"about_ca_system_score_gemma":0.00032062366,"threshold_uncertainty_score":0.0025001764},"labels":[],"label_agreement":null},{"id":"W4391435770","doi":"10.1016/j.actamat.2024.119706","title":"Strain modulation of intrinsic spin hall conductivity in monolayer <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" altimg=\"si10.svg\" display=\"inline\" id=\"d1e361\"> <mml:mrow> <mml:mn>1</mml:mn> <mml:mi>T</mml:mi> </mml:mrow> </mml:math> TaS <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" altimg=\"si18.svg\" display=\"inline\" id=\"d1e369\"> <mml:msub> <mml:mrow/> <mml:mrow> <mml:mn>2</mml:mn> </mml:mrow> </mml:msub> </mml:math> and Graphene/TaS <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" altimg=\"si18.svg\" display=\"inline\" id=\"d1e377\"> <mml:msub> <mml:mrow/> <mml:mrow> <mml:mn>2</mml:mn> </mml:mrow> </mml:msub> </mml:math> interface: The role of orbital texture","year":2024,"lang":"lv","type":"article","venue":"Acta Materialia","topic":"Graphene research and applications","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Amirkabir University of Technology","keywords":"Spintronics; Materials science; Monolayer; Condensed matter physics; Orbital hybridisation; Fermi level; Graphene; Spin (aerodynamics); Strain engineering; Nanotechnology; Atomic orbital; Physics; Optoelectronics; Ferromagnetism; Quantum mechanics; Electron","score_opus":0.019237263354521333,"score_gpt":0.26164970254852954,"score_spread":0.2424124391940082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391435770","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":[0.9796535,0.00065814075,0.001595008,0.00073458266,0.00020126386,0.000009613617,0.0011639753,0.000266431,0.015717577],"genre_scores_gemma":[0.9950477,0.00026545,0.0003386462,0.00008296824,0.000015450763,0.000008320504,0.0004478425,0.00003708263,0.0037566079],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998915,0.000012710082,0.000005617487,0.000019776326,0.000030243773,0.000040081697],"domain_scores_gemma":[0.9998735,0.000032590047,0.000024519804,0.000018036904,0.000032703345,0.000018606617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011664574,0.00015930393,0.00015801589,0.00014688606,0.00023403026,0.0003888371,0.00037676556,0.00028276694,0.009747094],"category_scores_gemma":[0.0003629655,0.00014758832,0.0001379941,0.0002118696,0.00026740096,0.00040229497,0.00017677362,0.0005671481,0.0007606119],"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":[0.0012050193,0.00019421511,0.0017010026,0.00029409013,0.000049296057,0.00029454398,0.00036009692,0.0026184383,0.9582255,0.0075370222,0.013999587,0.013521194],"study_design_scores_gemma":[0.000036143385,0.00030501175,0.010225592,0.000030996376,0.000021999018,0.000083529,0.0003188239,0.027479846,0.9548269,0.00094763876,0.0056843096,0.00003921195],"about_ca_topic_score_codex":0.0022050962,"about_ca_topic_score_gemma":0.0035156452,"teacher_disagreement_score":0.009747094,"about_ca_system_score_codex":0.00047066063,"about_ca_system_score_gemma":0.00020041186,"threshold_uncertainty_score":0.032607257},"labels":[],"label_agreement":null},{"id":"W4391464719","doi":"10.1016/j.actamat.2024.119715","title":"High strain and energy-storage density across a wide temperature range in fine PbHfO3 ceramics","year":2024,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Ferroelectric and Piezoelectric Materials","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Fundamental Research Funds for the Central Universities; Natural Sciences and Engineering Research Council of Canada; China Scholarship Council; Shaanxi Province Postdoctoral Science Foundation; Simon Fraser University; Xi’an Jiaotong University; Office of Naval Research; National Natural Science Foundation of China","keywords":"Materials science; Ceramic; Strain (injury); Atmospheric temperature range; Energy storage; Range (aeronautics); Energy density; Engineering physics; Composite material; Thermodynamics","score_opus":0.008057610449299604,"score_gpt":0.2339656651960368,"score_spread":0.2259080547467372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391464719","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":[0.9982352,0.0002510398,0.00053393445,0.000045248027,0.000011559355,0.000003857017,0.00011695607,0.000058304548,0.000743917],"genre_scores_gemma":[0.99940336,0.000058314574,0.00016923131,0.0000059996623,0.0000034616846,0.0000031997708,0.00006465234,0.000009113091,0.000282765],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989474,0.000004238577,0.0000048182505,0.000027182556,0.00003840633,0.000030633546],"domain_scores_gemma":[0.9998665,0.000043256965,0.000028516983,0.000012974391,0.000030731786,0.000018070798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014260758,0.00012855521,0.0002340992,0.00035958114,0.0004411863,0.0003884518,0.00022935774,0.00024273292,0.0011164779],"category_scores_gemma":[0.00024998098,0.00022412108,0.0001348362,0.00030135497,0.0004204111,0.00036528168,0.00025483873,0.00038620053,0.00016832919],"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":[0.0002434193,0.000018774115,0.0009405737,0.00005963079,0.000006369291,0.000057873473,0.000070796836,0.00033938224,0.99603146,0.00022934983,0.00014123044,0.0018610692],"study_design_scores_gemma":[0.000025841784,0.00020383792,0.015091577,0.000010038719,0.000014465684,0.00012614191,0.00011148793,0.0024478717,0.9809677,0.00012796876,0.00085610925,0.000016930495],"about_ca_topic_score_codex":0.0016401433,"about_ca_topic_score_gemma":0.0030350331,"teacher_disagreement_score":0.0016401433,"about_ca_system_score_codex":0.0002579811,"about_ca_system_score_gemma":0.00018714533,"threshold_uncertainty_score":0.0037350059},"labels":[],"label_agreement":null},{"id":"W4391743157","doi":"10.1016/j.actamat.2024.119758","title":"Critical assessment of hydrogen pipe diffusion at dislocations in metals","year":2024,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Regroupement Québécois sur les Matériaux de Pointe; McGill University","funders":"National Key Research and Development Program of China; Ministry of Science and Technology of the People's Republic of China; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; National Research Council Canada; Compute Canada","keywords":"Hydrogen; Materials science; Dislocation; Hydrogen embrittlement; Diffusion; Chemical physics; Relaxation (psychology); Crystallography; Thermodynamics; Metallurgy; Chemistry; Composite material; Physics","score_opus":0.02329402802828637,"score_gpt":0.34098347619782793,"score_spread":0.31768944816954153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391743157","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":[0.9228891,0.008634589,0.043710027,0.0014996768,0.00025905136,0.00020191225,0.0002233501,0.00023252747,0.022349736],"genre_scores_gemma":[0.99294585,0.0013101654,0.002297095,0.00005868053,0.000026441896,0.000018139917,0.0000597584,0.000022765358,0.003261113],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998048,0.000047967536,0.00000647894,0.000029182815,0.000079181766,0.000032451222],"domain_scores_gemma":[0.9988141,0.00063501036,0.00006387491,0.000057248522,0.00037813696,0.00005168857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006620053,0.00045110588,0.00046843587,0.0007506057,0.000619776,0.00076376414,0.0006790639,0.0008700498,0.003499971],"category_scores_gemma":[0.0031764898,0.00020322553,0.0002361464,0.00022429443,0.0008320815,0.0013155043,0.0005988757,0.0005837935,0.00028876335],"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":[0.002706844,0.00022883897,0.0060137915,0.001174352,0.000055233566,0.0011999663,0.00067661196,0.0466278,0.8546149,0.045402948,0.0022507864,0.03904785],"study_design_scores_gemma":[0.00007242838,0.0015073455,0.008818019,0.00011928788,0.00008706139,0.0007547067,0.0010375486,0.31551298,0.6390114,0.023443893,0.009559134,0.000076179575],"about_ca_topic_score_codex":0.0025745572,"about_ca_topic_score_gemma":0.0022352012,"teacher_disagreement_score":0.003499971,"about_ca_system_score_codex":0.000986308,"about_ca_system_score_gemma":0.00044169734,"threshold_uncertainty_score":0.011708617},"labels":[],"label_agreement":null},{"id":"W4391956660","doi":"10.1016/j.actamat.2024.119780","title":"Direct observations of dynamic and reverse transformation of Ti-6Al-4V alloy and pure titanium","year":2024,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Titanium Alloys Microstructure and Properties","field":"Materials Science","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Titanium alloy; Alloy; Metallurgy; Transformation (genetics); Titanium","score_opus":0.014636176967294072,"score_gpt":0.2309745977810433,"score_spread":0.2163384208137492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391956660","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":[0.9885444,0.0008044629,0.0018186697,0.000033513676,0.000028399025,0.000020492851,0.00036058458,0.00006113917,0.008328197],"genre_scores_gemma":[0.9950884,0.00015957856,0.0006363595,0.000014034056,0.0000066089433,0.000008612217,0.00023447313,0.000025650888,0.0038263497],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998399,0.000009262181,0.000004034379,0.000028431365,0.00008251317,0.0000358406],"domain_scores_gemma":[0.99980825,0.00005132758,0.00003185416,0.000031400108,0.00005775567,0.000019442145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013182609,0.0002161282,0.00021385595,0.00048394778,0.00034334516,0.0003815517,0.0005354357,0.00033694654,0.0031722032],"category_scores_gemma":[0.0003464942,0.0002541581,0.00018720834,0.00042726877,0.0005449415,0.00023655606,0.00033359602,0.00041105793,0.00042662272],"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":[0.00043630408,0.0000118729085,0.0012247968,0.00004035355,0.0000069800753,0.00014923548,0.00011977955,0.00009027493,0.9952924,0.00024510597,0.000075249634,0.0023076225],"study_design_scores_gemma":[0.000035434514,0.00033500398,0.05843974,0.000007194401,0.00003257924,0.00070196984,0.0004848505,0.0014159168,0.93339014,0.00014580018,0.0049954955,0.000015811125],"about_ca_topic_score_codex":0.0038054811,"about_ca_topic_score_gemma":0.004195473,"teacher_disagreement_score":0.0038054811,"about_ca_system_score_codex":0.00035367234,"about_ca_system_score_gemma":0.00025915354,"threshold_uncertainty_score":0.010612011},"labels":[],"label_agreement":null},{"id":"W4392357028","doi":"10.1016/j.actamat.2024.119806","title":"Sub-stoichiometry and vacancy structures in V/Nb carbide precipitates by cluster expansion and first-principles calculations","year":2024,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Carbide; Stoichiometry; Vacancy defect; MAX phases; Cluster expansion; Cluster (spacecraft); Embrittlement; Crystallography; Metallurgy; Thermodynamics; Physical chemistry; Chemistry","score_opus":0.008333936108412116,"score_gpt":0.20503001664821366,"score_spread":0.19669608053980153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392357028","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":[0.8092951,0.0030941144,0.0582125,0.0023300096,0.00070027716,0.0004828216,0.0010074149,0.0008906258,0.12398698],"genre_scores_gemma":[0.97152936,0.0005687348,0.016207913,0.00032602772,0.00015776273,0.00031854422,0.00038832193,0.000340893,0.010162457],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99968696,0.00008491257,0.000009608041,0.000020546942,0.00012958492,0.000068448666],"domain_scores_gemma":[0.9995297,0.0001898417,0.000041230556,0.000048745616,0.00013055894,0.000059946637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007468068,0.0008380202,0.001652255,0.001344658,0.0017280295,0.0016166259,0.0026577243,0.0017519247,0.0043707676],"category_scores_gemma":[0.0011685458,0.0009113476,0.00092177524,0.0008563856,0.0014165443,0.0010863717,0.00072838005,0.0013071651,0.0005565966],"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":[0.0002608049,0.00034158016,0.0014156227,0.00047179795,0.00008888117,0.0005582147,0.0002497119,0.6754493,0.0075646867,0.29751506,0.007986573,0.008097764],"study_design_scores_gemma":[0.00006564701,0.000011495402,0.00042441377,0.00001836727,0.000009751174,0.000017218255,0.0000468068,0.9838426,0.00039997319,0.014639232,0.0005143666,0.00001010209],"about_ca_topic_score_codex":0.022913128,"about_ca_topic_score_gemma":0.032102298,"teacher_disagreement_score":0.022913128,"about_ca_system_score_codex":0.0025288898,"about_ca_system_score_gemma":0.001901585,"threshold_uncertainty_score":0.045559525},"labels":[],"label_agreement":null},{"id":"W4393490925","doi":"10.1016/j.actamat.2024.119885","title":"Anisotropic co-deformation behavior of nanolamellar structures in additively manufactured eutectic high entropy alloys","year":2024,"lang":"en","type":"article","venue":"Acta Materialia","topic":"High Entropy Alloys Studies","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Light Source (Canada); University of Toronto","funders":"Government of Saskatchewan; Natural Sciences and Engineering Research Council of Canada; National Research Council; Canadian Institutes of Health Research; Canada Foundation for Innovation; University of Saskatchewan","keywords":"Materials science; Lamellar structure; Eutectic system; Ultimate tensile strength; Composite material; Anisotropy; Diffusionless transformation; Ductility (Earth science); Work hardening; Hardening (computing); Alloy; High entropy alloys; Deformation mechanism; Martensite; Microstructure; Creep; Optics","score_opus":0.0072860477919200264,"score_gpt":0.225814482828139,"score_spread":0.218528435036219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393490925","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":[0.9990969,0.00009172731,0.0005483003,0.000005680183,0.0000012473996,0.0000015847877,0.00002859355,0.000011471561,0.00021464397],"genre_scores_gemma":[0.99898475,0.000040512678,0.0006228753,0.000004098634,5.730982e-7,0.0000026960727,0.000040763152,0.0000053273807,0.00029829433],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999211,0.0000067042865,0.0000066772127,0.000015970212,0.000035349145,0.000014217833],"domain_scores_gemma":[0.9999013,0.000016357188,0.000035952522,0.000010359829,0.000025009092,0.000011005034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006441794,0.00013687715,0.000086063825,0.0001835905,0.000104696424,0.00017744744,0.000123316,0.0001382823,0.00039119768],"category_scores_gemma":[0.00012697655,0.0001294953,0.00006410883,0.00011193025,0.00015672584,0.000114185525,0.000121724566,0.00013967123,0.000092816896],"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":[0.000016271322,0.0000024984051,0.00039072128,0.000006548584,0.0000012822037,0.000017338796,0.000010669864,0.000109731074,0.9990435,0.000014388411,0.0000038420044,0.0003830687],"study_design_scores_gemma":[0.0000019978488,0.000041480187,0.007028308,0.0000011512619,0.0000025845727,0.000043705688,0.000027713018,0.001247836,0.9913594,0.000009690868,0.00023352966,0.0000025927268],"about_ca_topic_score_codex":0.0006210485,"about_ca_topic_score_gemma":0.0019035718,"teacher_disagreement_score":0.0006210485,"about_ca_system_score_codex":0.00015767469,"about_ca_system_score_gemma":0.00006948585,"threshold_uncertainty_score":0.00130862},"labels":[],"label_agreement":null},{"id":"W4396933579","doi":"10.1016/j.actamat.2024.120014","title":"Deuterium trapping and desorption by vacancy clusters in irradiated Mo from object kinetic Monte Carlo simulations","year":2024,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Fusion materials and technologies","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Euratom Research and Training Programme; European Commission; Compute Canada","keywords":"Materials science; Kinetic Monte Carlo; Trapping; Vacancy defect; Kinetic energy; Deuterium; Monte Carlo method; Desorption; Irradiation; Nuclear physics; Physical chemistry; Condensed matter physics; Physics; Adsorption; Chemistry","score_opus":0.012467541246245108,"score_gpt":0.23766016248941726,"score_spread":0.22519262124317216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396933579","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":[0.9532853,0.00037062768,0.023835482,0.00032161563,0.00004726102,0.00009152872,0.00061716465,0.00021695727,0.021214066],"genre_scores_gemma":[0.9936016,0.00013309887,0.003331978,0.000066146284,0.0000119427505,0.000086612716,0.00029948732,0.00012784121,0.0023411936],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998029,0.000044533546,0.000008090061,0.000022302806,0.00005680337,0.00006537809],"domain_scores_gemma":[0.99946016,0.00030386043,0.000066539535,0.00004725637,0.000067299945,0.000054910855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006186774,0.00071147096,0.0011028191,0.00085937383,0.0009884326,0.0013438815,0.0015006828,0.0013873938,0.0029486655],"category_scores_gemma":[0.0011598069,0.0007428653,0.0008290202,0.0010077338,0.001112362,0.0007905975,0.00069083803,0.00078967743,0.0002395708],"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":[0.00018798672,0.00007200081,0.0017518313,0.00009382171,0.00005113238,0.00015820409,0.00014539335,0.96716726,0.0041801804,0.024793595,0.00030279928,0.0010958435],"study_design_scores_gemma":[0.000045385,0.000017530598,0.0008187774,0.000013671397,0.000013899622,0.000016579063,0.000031345877,0.9942433,0.0020023955,0.002528003,0.000251588,0.00001745669],"about_ca_topic_score_codex":0.019867176,"about_ca_topic_score_gemma":0.012353745,"teacher_disagreement_score":0.019867176,"about_ca_system_score_codex":0.0029431654,"about_ca_system_score_gemma":0.0011951142,"threshold_uncertainty_score":0.039503098},"labels":[],"label_agreement":null},{"id":"W4399500528","doi":"10.1016/j.actamat.2024.120074","title":"Towards accurate thermodynamics from random energy sampling","year":2024,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Machine Learning in Materials Science","field":"Materials Science","cited_by":6,"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; University of New Brunswick","funders":"","keywords":"Materials science; Thermodynamics; Statistical physics; Sampling (signal processing); Physics","score_opus":0.0202894032037013,"score_gpt":0.2877399979987461,"score_spread":0.2674505947950448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399500528","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":[0.022551063,0.0005697815,0.9702424,0.0004896553,0.00011749384,0.00004902419,0.000114725925,0.00041786284,0.005448047],"genre_scores_gemma":[0.65560836,0.001646894,0.33343664,0.00053844065,0.00040409173,0.0005107219,0.00051954534,0.00093842647,0.006396893],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983222,0.00079011626,0.000059472834,0.00013407742,0.00056792016,0.00012624137],"domain_scores_gemma":[0.9952508,0.0028896718,0.0003149139,0.00080650486,0.00057938433,0.00015878797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032892162,0.0010053904,0.0015989298,0.0018787313,0.0007767425,0.0022964834,0.0018117747,0.0014355704,0.0022717642],"category_scores_gemma":[0.0149772065,0.0011408416,0.0012160109,0.0009585964,0.002609986,0.003157371,0.0021492285,0.0023847462,0.0008892819],"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":[0.000046720346,0.000040925977,0.00062440947,0.0001323066,0.000037779228,0.000104079154,0.0000795326,0.4940299,0.0018283525,0.4896207,0.001022686,0.0124326795],"study_design_scores_gemma":[0.0000049849273,0.0000054740203,0.000054941218,0.000009085212,0.0000022464712,0.000008271722,0.000004483827,0.86647457,0.0003180497,0.1326419,0.00047020588,0.0000057490415],"about_ca_topic_score_codex":0.0024649797,"about_ca_topic_score_gemma":0.0023781701,"teacher_disagreement_score":0.0032892162,"about_ca_system_score_codex":0.0014296079,"about_ca_system_score_gemma":0.0014251244,"threshold_uncertainty_score":0.017395258},"labels":[],"label_agreement":null},{"id":"W4400038037","doi":"10.1016/j.actamat.2024.120132","title":"High wide-temperature-range thermoelectric performance in GeTe through hetero-nanostructuring","year":2024,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Advanced Thermoelectric Materials and Devices","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Education and Child Care","funders":"National Natural Science Foundation of China","keywords":"Materials science; Thermoelectric effect; Atmospheric temperature range; Range (aeronautics); Optoelectronics; Thermoelectric materials; Nanotechnology; Engineering physics; Composite material; Thermal conductivity; Thermodynamics","score_opus":0.00839419418586272,"score_gpt":0.2306527115703088,"score_spread":0.2222585173844461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400038037","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":[0.9908558,0.0009393901,0.003401444,0.00013656773,0.000095245945,0.000012161649,0.0002222651,0.00020414972,0.0041331644],"genre_scores_gemma":[0.9957711,0.00032888644,0.0018737006,0.000025834232,0.000012338775,0.00001264552,0.00010942872,0.00006216192,0.0018040017],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99993753,0.0000028199831,0.0000031589302,0.000015787966,0.000021517691,0.000019104313],"domain_scores_gemma":[0.9999515,0.000009357617,0.000010468845,0.000010759955,0.000009597715,0.000008294043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008846188,0.00024291837,0.00029621116,0.00016880801,0.00016956913,0.0003065647,0.00028074416,0.0003275543,0.0009580527],"category_scores_gemma":[0.00012407702,0.00018905199,0.00017797799,0.00017935276,0.00019747701,0.00039702287,0.00035290004,0.00039481773,0.00035438497],"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":[0.00003361651,0.00000972564,0.000080355385,0.000043797514,0.0000049104406,0.000048707574,0.000027787273,0.000183668,0.99782616,0.00034855923,0.00013980108,0.0012529186],"study_design_scores_gemma":[0.0000098456685,0.00006310077,0.001285462,0.000006845987,0.0000056863964,0.000089024965,0.000020300613,0.0017350545,0.9953434,0.00014649851,0.0012837996,0.00001100996],"about_ca_topic_score_codex":0.00036267893,"about_ca_topic_score_gemma":0.0010598005,"teacher_disagreement_score":0.0009580527,"about_ca_system_score_codex":0.00020620982,"about_ca_system_score_gemma":0.0000829816,"threshold_uncertainty_score":0.0032050014},"labels":[],"label_agreement":null},{"id":"W4400088690","doi":"10.1016/j.actamat.2024.120143","title":"The micromechanics of fracture of zirconium hydrides","year":2024,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Canada Research Chairs","keywords":"Materials science; Micromechanics; Zirconium; Fracture (geology); Metallurgy; Zirconium alloy; Composite material; Composite number","score_opus":0.008817369213184375,"score_gpt":0.2240779246758517,"score_spread":0.2152605554626673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400088690","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":[0.9894683,0.0008212775,0.004528003,0.0002828453,0.00004702683,0.00002405616,0.00012928281,0.000073117546,0.004626145],"genre_scores_gemma":[0.99885833,0.00011880708,0.00035584063,0.00001018877,0.000006582167,0.0000059258405,0.000031572687,0.0000060071848,0.0006066808],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987614,0.000010949786,0.0000056380204,0.000017134498,0.00005910334,0.000031028758],"domain_scores_gemma":[0.9999014,0.000029548004,0.00001849827,0.000015825623,0.000024058054,0.000010702824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020391791,0.00016062359,0.00019401492,0.00041308036,0.0004026545,0.00056958233,0.0004552267,0.0003814019,0.0020929081],"category_scores_gemma":[0.00051163544,0.00032234396,0.00018130586,0.00017489569,0.000811905,0.0003556184,0.0002590782,0.00030709826,0.00022339592],"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":[0.000928802,0.00011389224,0.0076760966,0.00033707637,0.000066184744,0.0010741333,0.0006629874,0.050217196,0.8819296,0.032777872,0.0011198374,0.023096357],"study_design_scores_gemma":[0.00019776098,0.00085697987,0.12751228,0.000078013014,0.000062197636,0.0022449512,0.0024415855,0.37792912,0.45332727,0.022835283,0.0123286825,0.00018586092],"about_ca_topic_score_codex":0.0021525596,"about_ca_topic_score_gemma":0.0020495593,"teacher_disagreement_score":0.0021525596,"about_ca_system_score_codex":0.00048599057,"about_ca_system_score_gemma":0.00036478564,"threshold_uncertainty_score":0.0070014596},"labels":[],"label_agreement":null},{"id":"W4400858915","doi":"10.1016/j.actamat.2024.120195","title":"Effect of deformation on the bainitic transformation","year":2024,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Geological Formations and Processes Exploration","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Deutsches Elektronen-Synchrotron; Natural Sciences and Engineering Research Council of Canada; Helmholtz Association; McMaster University","keywords":"Materials science; Transformation (genetics); Deformation (meteorology); Metallurgy; Composite material; Crystallography","score_opus":0.014468586261199463,"score_gpt":0.22624496151342077,"score_spread":0.21177637525222132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400858915","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":[0.99664474,0.00043075456,0.0005205012,0.00004086412,0.000023971168,0.000013273648,0.000109002256,0.00003621603,0.0021807638],"genre_scores_gemma":[0.9991603,0.0001862697,0.00024425593,0.000019606096,0.00000282957,0.00000636283,0.000050845945,0.000012867104,0.00031660323],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998092,0.000017365528,0.00001873197,0.000044703138,0.00005769941,0.000052386917],"domain_scores_gemma":[0.999663,0.0001650764,0.00005159789,0.00004056207,0.00005071584,0.000028963424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021144238,0.00029818268,0.0003229783,0.0001765671,0.00021389264,0.00038067027,0.00034126086,0.00033712198,0.0022233636],"category_scores_gemma":[0.0008721619,0.00016852898,0.00016444037,0.0002646743,0.00033686272,0.00028232677,0.00020653292,0.00038741445,0.00019612692],"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":[0.0010701859,0.000092072085,0.0028111148,0.00019013537,0.000023003427,0.00031646356,0.00013644811,0.010499481,0.97609895,0.000501864,0.00014487514,0.008115468],"study_design_scores_gemma":[0.000028270197,0.0007063504,0.018585354,0.000013391518,0.000024319588,0.00010632211,0.00008573877,0.018447606,0.96049094,0.00015840844,0.001322812,0.000030480507],"about_ca_topic_score_codex":0.001703839,"about_ca_topic_score_gemma":0.0020893447,"teacher_disagreement_score":0.0022233636,"about_ca_system_score_codex":0.00038798066,"about_ca_system_score_gemma":0.00030046792,"threshold_uncertainty_score":0.0074379444},"labels":[],"label_agreement":null},{"id":"W4401457062","doi":"10.1016/j.actamat.2024.120273","title":"Intrinsic grain boundary shear coupling tensor","year":2024,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Shear (geology); Grain boundary; Coupling (piping); Composite material; Microstructure","score_opus":0.016502022594412497,"score_gpt":0.24813750600310056,"score_spread":0.23163548340868806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401457062","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":[0.49926382,0.0013816418,0.47157118,0.00038888984,0.00024601034,0.00018992006,0.0020853276,0.0012957804,0.023577375],"genre_scores_gemma":[0.9639586,0.0005132115,0.032447044,0.00005121068,0.00003576674,0.00007020073,0.0007520232,0.00018029392,0.0019915432],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997036,0.000028531214,0.00002013006,0.0000721584,0.00013596755,0.000039597657],"domain_scores_gemma":[0.9995994,0.00008639046,0.00009597854,0.00006747417,0.000108195476,0.000042620897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048156548,0.0005691458,0.00038714125,0.001106332,0.00037370814,0.0009943927,0.00054926367,0.0004879838,0.0025787717],"category_scores_gemma":[0.0014408304,0.00027404755,0.0003286632,0.0006918863,0.0008531017,0.0011167746,0.00062689104,0.00062340166,0.00034819174],"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":[0.0001926984,0.00009527193,0.014698064,0.00054894906,0.0001359037,0.0005185344,0.0004376242,0.24850665,0.3032015,0.36130303,0.0031975072,0.06716433],"study_design_scores_gemma":[0.00001791079,0.000075892705,0.01624558,0.00004724313,0.000053493422,0.00027430494,0.00011155836,0.8603899,0.055867556,0.055406522,0.011381296,0.00012871662],"about_ca_topic_score_codex":0.0019715137,"about_ca_topic_score_gemma":0.0019125948,"teacher_disagreement_score":0.0025787717,"about_ca_system_score_codex":0.0007109179,"about_ca_system_score_gemma":0.0009983387,"threshold_uncertainty_score":0.008626819},"labels":[],"label_agreement":null},{"id":"W4401672634","doi":"10.1016/j.actamat.2024.120287","title":"Stress induced martensitic transformation in NiTi at elevated temperatures: Martensite variant microstructures, recoverable strains and plastic strains","year":2024,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Nuclear Laboratories; Akademie Věd České Republiky; Grantová Agentura České Republiky; Ministerstvo Školství, Mládeže a Tělovýchovy","keywords":"Materials science; Martensite; Nickel titanium; Microstructure; Metallurgy; Diffusionless transformation; Plasticity; Stress (linguistics); Shape-memory alloy; Composite material","score_opus":0.014344204208495066,"score_gpt":0.23581126254553358,"score_spread":0.22146705833703853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401672634","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":[0.9980691,0.00022653735,0.00030711244,0.000020670264,0.0000058322344,0.0000038676308,0.0000614543,0.000018816612,0.0012866819],"genre_scores_gemma":[0.9993235,0.00004627357,0.000085564076,0.000002346882,0.0000013279433,0.0000016735688,0.000033053235,0.0000041074513,0.0005020933],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999486,0.0000028055426,0.0000018023221,0.000011798119,0.000020042176,0.000015003782],"domain_scores_gemma":[0.999959,0.000007767493,0.000013051906,0.0000061082924,0.000008195849,0.0000058725004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004847218,0.000118481505,0.00012235939,0.00011963896,0.00023982882,0.00026382174,0.00027232565,0.00018353258,0.0013672247],"category_scores_gemma":[0.0001374559,0.00016081026,0.00007963359,0.00015023713,0.0003311536,0.00024521677,0.000112231,0.0002596237,0.00015260179],"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":[0.00013497232,0.000014270001,0.0006165499,0.00001934834,0.000003589115,0.000073125586,0.00006642369,0.0003868624,0.99719113,0.0004764442,0.000052858988,0.0009645617],"study_design_scores_gemma":[0.000012716638,0.00018021482,0.02127515,0.0000028179466,0.0000067805963,0.00018194015,0.00018038745,0.0049940227,0.97182196,0.00026436916,0.0010679254,0.000011566711],"about_ca_topic_score_codex":0.0020065,"about_ca_topic_score_gemma":0.004586493,"teacher_disagreement_score":0.0020065,"about_ca_system_score_codex":0.00040433847,"about_ca_system_score_gemma":0.00015439016,"threshold_uncertainty_score":0.0045737624},"labels":[],"label_agreement":null},{"id":"W4402468999","doi":"10.1016/j.actamat.2024.120355","title":"Vacancy formation free energy in concentrated alloys: Equilibrium vs. random sampling","year":2024,"lang":"en","type":"article","venue":"Acta Materialia","topic":"High Entropy Alloys Studies","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":false,"ca_institutions":"University of Toronto; University of New Brunswick","funders":"","keywords":"Materials science; Vacancy defect; Thermodynamics; Statistical physics; Metallurgy; Crystallography","score_opus":0.013701698002749773,"score_gpt":0.22628670355671407,"score_spread":0.21258500555396428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402468999","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":[0.6269605,0.0013495872,0.36425334,0.00036245445,0.00006281633,0.000060951534,0.000120200355,0.00035233996,0.006477812],"genre_scores_gemma":[0.9759167,0.00023939242,0.02291213,0.000054604057,0.000020542066,0.00004844993,0.000083469946,0.00007885505,0.0006458881],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997272,0.00010275267,0.000013639565,0.000037597427,0.000082204955,0.00003664755],"domain_scores_gemma":[0.9987717,0.0008450478,0.00009138448,0.0001238951,0.00011624999,0.0000516118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009661779,0.000298173,0.00046065418,0.00090061873,0.0004638605,0.0006326727,0.0008954829,0.000723244,0.000931825],"category_scores_gemma":[0.0038246068,0.0002860645,0.00034344682,0.00042247627,0.0012036918,0.0009479861,0.00069118245,0.00042972428,0.00013121834],"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":[0.00016116866,0.00010582013,0.004062472,0.00016773262,0.000050159855,0.0003184084,0.00014342624,0.7874971,0.011007364,0.18389289,0.00047429727,0.012119185],"study_design_scores_gemma":[0.000007772306,0.00002161941,0.00042550464,0.000008732149,0.000004668517,0.00003129576,0.000011103307,0.9772092,0.0014253288,0.020693973,0.00015349482,0.000007395897],"about_ca_topic_score_codex":0.0025399753,"about_ca_topic_score_gemma":0.0018216054,"teacher_disagreement_score":0.0025399753,"about_ca_system_score_codex":0.000547147,"about_ca_system_score_gemma":0.00046060546,"threshold_uncertainty_score":0.005109668},"labels":[],"label_agreement":null},{"id":"W4402509834","doi":"10.1016/j.actamat.2024.120399","title":"Tune Al/Ti to adjust FCC+L21 hetero-structured Ni-based high-entropy alloys for improved mechanical properties and wear resistance","year":2024,"lang":"en","type":"article","venue":"Acta Materialia","topic":"High Entropy Alloys Studies","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Suncor Energy (Canada); Alberta Glycomics Centre; University of Alberta","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada; Mitacs; Compute Canada","keywords":"Materials science; High entropy alloys; Metallurgy; Wear resistance; Alloy; Microstructure","score_opus":0.013925354644204782,"score_gpt":0.21477636861346022,"score_spread":0.20085101396925545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402509834","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":[0.9919899,0.00045627612,0.00415136,0.000047782378,0.00002851742,0.00003627283,0.00015889577,0.00017643665,0.0029546283],"genre_scores_gemma":[0.99406356,0.00016191149,0.004477295,0.000031603064,0.0000046977525,0.000035615805,0.00008759746,0.000043543863,0.0010941066],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999336,0.0000031158809,0.0000062847994,0.000020989708,0.000022112032,0.000013786485],"domain_scores_gemma":[0.999956,0.0000032838889,0.000016454087,0.000004227803,0.000011874763,0.000008118476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006370807,0.00033443095,0.00015836568,0.00017962746,0.00013840881,0.00027729556,0.00029199995,0.00020448313,0.0012353195],"category_scores_gemma":[0.00012226257,0.00019231826,0.00013086473,0.00013970719,0.00013574828,0.00023876833,0.00021315747,0.00023189261,0.0004204373],"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":[0.000026622945,0.000012747871,0.00016862572,0.000029797211,0.000004249126,0.000016429567,0.000010323668,0.00019707257,0.99834406,0.000075811986,0.000041923933,0.0010722395],"study_design_scores_gemma":[0.0000133727945,0.0000825923,0.0013024447,0.0000033427875,0.000011970514,0.000026083619,0.000021792806,0.0028260169,0.99399287,0.000028389559,0.001685139,0.00000596387],"about_ca_topic_score_codex":0.000789278,"about_ca_topic_score_gemma":0.0030028867,"teacher_disagreement_score":0.0012353195,"about_ca_system_score_codex":0.00032232556,"about_ca_system_score_gemma":0.0001850104,"threshold_uncertainty_score":0.004132509},"labels":[],"label_agreement":null},{"id":"W4402509838","doi":"10.1016/j.actamat.2024.120405","title":"A model for oblique impacts on material surfaces","year":2024,"lang":"en","type":"article","venue":"Acta Materialia","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Division of Materials Sciences and Engineering; Army Research Office; Basic Energy Sciences; Office of Science; University of British Columbia; Knut och Alice Wallenbergs Stiftelse; U.S. Department of Energy","keywords":"Materials science; Oblique case","score_opus":0.04601899741300311,"score_gpt":0.3224481731667085,"score_spread":0.2764291757537054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402509838","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":[0.1507494,0.0018230354,0.684292,0.003115808,0.00089986477,0.00026103793,0.0009929771,0.00058029394,0.15728551],"genre_scores_gemma":[0.8602828,0.0019963663,0.025048178,0.000523046,0.00021181093,0.00031442917,0.0004754152,0.00026297243,0.11088503],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997813,0.000032911103,0.000009144733,0.00004475905,0.00007632389,0.00005557911],"domain_scores_gemma":[0.9997067,0.00009045758,0.000040238312,0.00003778223,0.000078389254,0.000046392386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028681854,0.0010924122,0.0010561625,0.0011645477,0.0010862361,0.0017710776,0.002338048,0.0046037277,0.012074148],"category_scores_gemma":[0.0011791178,0.0007461961,0.0011833879,0.0009466449,0.0014016118,0.0026208526,0.0016220794,0.0014765081,0.0018237099],"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":[0.00003461177,0.00006881036,0.00039747264,0.00006809274,0.000014683904,0.00020092321,0.000056322235,0.8803004,0.002679827,0.11111246,0.0013173003,0.0037491478],"study_design_scores_gemma":[0.0000101411915,0.000010772391,0.000114509705,0.000005832923,0.000004647742,0.00003465211,0.000018630211,0.9838753,0.00016428511,0.014779297,0.000973983,0.000008021662],"about_ca_topic_score_codex":0.010953954,"about_ca_topic_score_gemma":0.0053481897,"teacher_disagreement_score":0.012074148,"about_ca_system_score_codex":0.0011207183,"about_ca_system_score_gemma":0.0009883808,"threshold_uncertainty_score":0.04039204},"labels":[],"label_agreement":null},{"id":"W4402636798","doi":"10.1016/j.actamat.2024.120420","title":"Influence of hydrogen on deformation and embrittlement mechanisms in a high Mn austenitic steel: In-Situ neutron diffraction and diffraction line profile analysis","year":2024,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"U.S. Department of Energy","keywords":"Materials science; Neutron diffraction; Austenite; Embrittlement; Diffraction; Hydrogen embrittlement; In situ; Metallurgy; Hydrogen; Deformation (meteorology); Line (geometry); Crystallography; Microstructure; Composite material; Optics; Corrosion","score_opus":0.011979653460165263,"score_gpt":0.2633173115573622,"score_spread":0.25133765809719694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402636798","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":[0.9984668,0.00011807073,0.00095350883,0.000011295549,0.0000022521056,0.000005258737,0.00008541013,0.00001028906,0.00034717072],"genre_scores_gemma":[0.9984011,0.00014741118,0.0009766961,0.000006887612,0.0000013144887,0.000003515923,0.00007858571,0.0000043229234,0.0003801623],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990964,0.000013081317,0.0000064544565,0.000017972581,0.00003748123,0.00001544592],"domain_scores_gemma":[0.99988365,0.000034450673,0.000025387199,0.000010274135,0.00003725468,0.000008923804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017737065,0.00018080021,0.00019806142,0.00016451957,0.00016619544,0.00017703373,0.00021606537,0.00020706728,0.00051968737],"category_scores_gemma":[0.00020767408,0.0001870531,0.000117110816,0.000177746,0.0002565638,0.0001966771,0.00010415204,0.00018476413,0.0000626199],"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":[0.00006530873,0.000010693229,0.0013689729,0.000029363437,0.000004651632,0.000066754845,0.00004997095,0.00037081394,0.9971348,0.000023374098,0.000011454341,0.0008638192],"study_design_scores_gemma":[0.0000053413996,0.00011787063,0.023448547,0.000002445592,0.000009273887,0.00012808568,0.00010410015,0.0039795227,0.971778,0.00002477075,0.0003944301,0.000007572721],"about_ca_topic_score_codex":0.002594633,"about_ca_topic_score_gemma":0.0045314077,"teacher_disagreement_score":0.002594633,"about_ca_system_score_codex":0.00025252404,"about_ca_system_score_gemma":0.0001447896,"threshold_uncertainty_score":0.00515908},"labels":[],"label_agreement":null},{"id":"W4402787935","doi":"10.1016/j.actamat.2024.120431","title":"Plastic deformation and damage modeling of AA7075 synthetic 3D microstructure created using generative AI","year":2024,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Microstructure; Deformation (meteorology); Severe plastic deformation; Composite material; Metallurgy","score_opus":0.011932703630008186,"score_gpt":0.22462295278716932,"score_spread":0.21269024915716114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402787935","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":[0.9109419,0.00016089577,0.08062537,0.000059067985,0.000026892996,0.00006037125,0.0010214017,0.00069646945,0.006407644],"genre_scores_gemma":[0.9718246,0.000092807684,0.026359499,0.000011744388,0.000002404779,0.00003946377,0.00038503206,0.00005257339,0.0012318348],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99993527,0.0000046204214,0.00000408689,0.0000124062535,0.000034333196,0.000009341915],"domain_scores_gemma":[0.9998882,0.000027302951,0.000027010687,0.000023538681,0.000025964286,0.000007954968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014569424,0.00027345613,0.00013451811,0.00047318856,0.00014571522,0.00031297278,0.00037160874,0.0004338312,0.0011781557],"category_scores_gemma":[0.00020612983,0.00017494823,0.0003127184,0.00024409035,0.00023081263,0.00014599142,0.00015355946,0.00020153383,0.00013513521],"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":[0.00006710962,0.00007068942,0.0037636345,0.00014910831,0.000027980252,0.00027862942,0.00018515055,0.71767783,0.26241654,0.0022378461,0.0002719577,0.012853596],"study_design_scores_gemma":[0.0000034277148,0.00004651653,0.0040362994,0.0000064373075,0.0000070829296,0.000074083175,0.000032265583,0.9694103,0.025189936,0.0002082741,0.00097447063,0.000010890108],"about_ca_topic_score_codex":0.0037471377,"about_ca_topic_score_gemma":0.004885306,"teacher_disagreement_score":0.0037471377,"about_ca_system_score_codex":0.00037340686,"about_ca_system_score_gemma":0.00032804278,"threshold_uncertainty_score":0.00745064},"labels":[],"label_agreement":null},{"id":"W4403667688","doi":"10.1016/j.actamat.2024.120503","title":"Anisotropy of plastic flow in Zr-2.5Nb pressure tube material analysed using a viscoplastic self-consistent approach","year":2024,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Viscoplasticity; Materials science; Anisotropy; Tube (container); Flow (mathematics); Plasticity; Composite material; Condensed matter physics; Thermodynamics; Mechanics; Optics; Constitutive equation; Finite element method","score_opus":0.011976844203165611,"score_gpt":0.218862859052461,"score_spread":0.2068860148492954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403667688","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":[0.9740543,0.00035695464,0.0185193,0.00013741618,0.000023496652,0.000029602445,0.00017525667,0.00024520385,0.006458524],"genre_scores_gemma":[0.9976102,0.00007663845,0.0016499945,0.0000052251735,0.0000036381875,0.000009271133,0.000043036867,0.000016015676,0.0005859951],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99994516,0.000010481067,0.0000022724905,0.000009933065,0.000023020479,0.00000910386],"domain_scores_gemma":[0.9998672,0.00006598402,0.000024313178,0.000014340782,0.000020730284,0.0000074076506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014494928,0.000199058,0.00023779324,0.00037028332,0.0002477069,0.000413746,0.00038266947,0.00034649565,0.001179874],"category_scores_gemma":[0.00032543647,0.0002523486,0.000237609,0.0002895482,0.000508708,0.00025911452,0.00011568601,0.00031545825,0.000088383626],"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":[0.0007312323,0.00018583206,0.005006277,0.0002595036,0.000051883053,0.000636426,0.0001462167,0.50168043,0.46362954,0.016103994,0.0005292697,0.011039312],"study_design_scores_gemma":[0.000028812914,0.00005969895,0.008077669,0.000009019015,0.000013301583,0.00006814831,0.000030241004,0.9561408,0.034728695,0.0004429364,0.00038239642,0.00001823285],"about_ca_topic_score_codex":0.002238377,"about_ca_topic_score_gemma":0.0015216426,"teacher_disagreement_score":0.002238377,"about_ca_system_score_codex":0.00030684454,"about_ca_system_score_gemma":0.00034115044,"threshold_uncertainty_score":0.0044507384},"labels":[],"label_agreement":null},{"id":"W4403847347","doi":"10.1016/j.actamat.2024.120511","title":"Electron work function guided tailoring of (W4-x, Mx)C4 /doped Ni matrix interfacial bonding: Insights from first-principles calculations","year":2024,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Advanced materials and composites","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada","keywords":"Materials science; Doping; Work function; Work (physics); Electron; Function (biology); Matrix (chemical analysis); Nanotechnology; Thermodynamics; Layer (electronics); Composite material; Optoelectronics; Physics; Quantum mechanics","score_opus":0.019125799108438712,"score_gpt":0.24793559190302897,"score_spread":0.22880979279459027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403847347","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":[0.9210125,0.0009825592,0.04358663,0.0007596628,0.00007663313,0.00012209357,0.00043511373,0.0003465375,0.0326782],"genre_scores_gemma":[0.984133,0.0005165603,0.012615341,0.000099692115,0.000010161596,0.00014956015,0.00020330094,0.00009111258,0.0021812327],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989986,0.00002219029,0.0000026711327,0.000006639721,0.000038271315,0.000030420566],"domain_scores_gemma":[0.99986136,0.000070863665,0.000014004142,0.000014333861,0.000026357746,0.000013100149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047205368,0.00058693736,0.0007346083,0.00049031567,0.00066360686,0.00071750133,0.0009404016,0.0011270092,0.0020784945],"category_scores_gemma":[0.00046993143,0.00040685013,0.0005617579,0.00042621297,0.0005923996,0.00059040793,0.0004650224,0.00063406955,0.00025297783],"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":[0.00020618581,0.0001657173,0.0015338622,0.0005290194,0.000058698653,0.0005782045,0.00018153283,0.9213906,0.032371506,0.03080088,0.0019967384,0.010187003],"study_design_scores_gemma":[0.00002066762,0.000024345278,0.00024218898,0.00000947785,0.000005878576,0.000011393982,0.000038763985,0.99584985,0.0016703511,0.001834374,0.00028640876,0.00000631258],"about_ca_topic_score_codex":0.00442519,"about_ca_topic_score_gemma":0.0072484654,"teacher_disagreement_score":0.00442519,"about_ca_system_score_codex":0.0009148782,"about_ca_system_score_gemma":0.0008676978,"threshold_uncertainty_score":0.008798897},"labels":[],"label_agreement":null},{"id":"W4403987002","doi":"10.1016/j.actamat.2024.120521","title":"A new approach to solid-state nucleation in kinetically-constrained systems","year":2024,"lang":"en","type":"article","venue":"Acta Materialia","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":7,"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":"Australian Research Council; McMaster University","keywords":"Materials science; Nucleation; Solid-state; State (computer science); Thermodynamics; Engineering physics; Computer science; Algorithm","score_opus":0.018696898628808408,"score_gpt":0.2559583922586446,"score_spread":0.23726149362983617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403987002","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":[0.010143848,0.0020542813,0.95794755,0.0026760793,0.00044504763,0.00009864067,0.0002429567,0.00017776583,0.0262137],"genre_scores_gemma":[0.48725656,0.007575811,0.45209715,0.0022640384,0.0023589344,0.001613948,0.0005909649,0.0006558457,0.04558672],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99936575,0.00017347276,0.00002933216,0.0001270401,0.00025091073,0.00005360371],"domain_scores_gemma":[0.99924743,0.00037193514,0.000067520494,0.00017008842,0.00008046861,0.00006247514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008952065,0.0010703079,0.0014827402,0.0010481791,0.0011565572,0.001670421,0.0028469423,0.0017847279,0.004091463],"category_scores_gemma":[0.0016007372,0.0006576233,0.0021566984,0.0007882959,0.003047096,0.0036132913,0.0024640183,0.0030512083,0.0008589223],"study_design_candidate":"bench_or_experimental","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":[0.0000083492,0.000020167245,0.000095055366,0.00008257978,0.000020130792,0.000049193543,0.00007544697,0.05804662,0.0016349216,0.9361882,0.0010045542,0.0027746893],"study_design_scores_gemma":[0.00001546397,0.00002007931,0.0000785992,0.000016702083,0.000008100807,0.000043163214,0.000014739549,0.42505875,0.0005001902,0.5665059,0.007720034,0.000018304434],"about_ca_topic_score_codex":0.0021489123,"about_ca_topic_score_gemma":0.0020611088,"teacher_disagreement_score":0.004091463,"about_ca_system_score_codex":0.001905643,"about_ca_system_score_gemma":0.0012455495,"threshold_uncertainty_score":0.013826549},"labels":[],"label_agreement":null},{"id":"W4405455393","doi":"10.1016/j.actamat.2024.120648","title":"Effects of Y solutes on the activation of the <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" altimg=\"si11.svg\" display=\"inline\" id=\"d1e1903\"><mml:mrow><mml:mrow><mml:mo>{</mml:mo><mml:mn>11</mml:mn><mml:mover accent=\"true\"><mml:mrow><mml:mn>2</mml:mn></mml:mrow><mml:mrow><mml:mo></mml:mo></mml:mrow></mml:mover><mml:mn>1</mml:mn><mml:mo>}</mml:mo></mml:mrow><mml:mrow><mml:mo>〈</mml:mo><mml:mover accent=\"true\"><mml:mrow><mml:mn>1</mml:mn></mml:mrow><mml:mrow><mml:mo></mml:mo></mml:mrow></mml:mover><mml:mover accent=\"true\"><mml:mrow><mml:mn>1</mml:mn></mml:mrow><mml:mrow><mml:mo></mml:mo></mml:mrow></mml:mover><mml:mn>26</mml:mn><mml:mo>〉</mml:mo></mml:mrow></mml:mrow></mml:math> deformation twinning in MgY solid solution alloys","year":2024,"lang":"lv","type":"article","venue":"Acta Materialia","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Scalable Vector Graphics; Materials science; Computer graphics (images); Computer science; World Wide Web","score_opus":0.01860930029994796,"score_gpt":0.24502575322236506,"score_spread":0.2264164529224171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405455393","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":[0.84454066,0.005311641,0.011382117,0.0029730818,0.001761553,0.0002505672,0.006255241,0.0023385265,0.12518667],"genre_scores_gemma":[0.9251653,0.0032370077,0.004266801,0.0006021844,0.00005859591,0.00015919698,0.003385143,0.0010793448,0.06204643],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995246,0.000044874825,0.000020945636,0.00008958705,0.00009334744,0.00022673252],"domain_scores_gemma":[0.9996624,0.00010500276,0.00004815558,0.00004048781,0.000093651186,0.000050319122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041921568,0.000809896,0.00068931817,0.00034142766,0.0011440292,0.0014423501,0.0013139145,0.00077794556,0.09467525],"category_scores_gemma":[0.001095498,0.00044359907,0.0007496418,0.00044218433,0.0006171369,0.0012003713,0.00084476435,0.0020808675,0.01196098],"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":[0.008679963,0.0011261054,0.0021374312,0.0019154511,0.0002546,0.0009769014,0.0008980253,0.008294593,0.85582346,0.023788173,0.043679874,0.052425373],"study_design_scores_gemma":[0.00024859502,0.0009617361,0.0037966096,0.00010587529,0.000051576226,0.00013136769,0.0004767518,0.009825142,0.9437909,0.0019106442,0.038596563,0.0001041629],"about_ca_topic_score_codex":0.007286949,"about_ca_topic_score_gemma":0.008233664,"teacher_disagreement_score":0.09467525,"about_ca_system_score_codex":0.00093695836,"about_ca_system_score_gemma":0.0009405266,"threshold_uncertainty_score":0.31672025},"labels":[],"label_agreement":null},{"id":"W4406580441","doi":"10.1016/j.actamat.2025.120756","title":"Hydrogen induced superhydrophilicity in an amorphous CrFeNi-based multi-principal element alloy thin film","year":2025,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":5,"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":"Deutsche Forschungsgemeinschaft; Leverhulme Trust","keywords":"Materials science; Alloy; Superhydrophilicity; Amorphous solid; Hydrogen; Thin film; Amorphous metal; Metallurgy; Composite material; Crystallography; Nanotechnology; Wetting","score_opus":0.032711678423819314,"score_gpt":0.31212596346520366,"score_spread":0.2794142850413843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406580441","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":[0.99860257,0.00020781225,0.00052655203,0.000021187752,0.0000058607498,0.000003562856,0.00006612531,0.000024028866,0.0005423239],"genre_scores_gemma":[0.99854785,0.00011499396,0.0007978016,0.000010203998,0.0000022206627,0.0000030018987,0.00006200833,0.000005668601,0.00045611738],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99996674,0.000001964625,0.0000022219717,0.000009734707,0.000012120007,0.000007163719],"domain_scores_gemma":[0.99996316,0.000009059186,0.000010395366,0.00000576878,0.0000069593657,0.0000047353137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004190443,0.000120480414,0.00010946234,0.000105730294,0.00011267633,0.0001732041,0.00016646252,0.0001626103,0.00055816973],"category_scores_gemma":[0.00008212879,0.00009423517,0.00008561272,0.000083145256,0.000109742534,0.00010176531,0.00008559272,0.00025303138,0.000112382],"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":[0.00000925172,0.000002575618,0.00009198121,0.000012357321,0.0000016488327,0.000037304744,0.000009910626,0.00002921238,0.9995091,0.000017596994,0.000010204182,0.0002687899],"study_design_scores_gemma":[0.0000019576821,0.00006409196,0.002992634,0.000002532692,0.0000049066716,0.00009804981,0.000021034746,0.0012474161,0.9950759,0.000012251686,0.00047705814,0.0000022225965],"about_ca_topic_score_codex":0.0006412495,"about_ca_topic_score_gemma":0.0014207128,"teacher_disagreement_score":0.0006412495,"about_ca_system_score_codex":0.000117458185,"about_ca_system_score_gemma":0.000053166823,"threshold_uncertainty_score":0.0018672347},"labels":[],"label_agreement":null},{"id":"W4407269732","doi":"10.1016/j.actamat.2025.120817","title":"Superhard B4C-based composites with multifunctionality","year":2025,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Boron and Carbon Nanomaterials Research","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Research Council Canada; Wuhan University of Technology; Natural Science Foundation of Hubei Province; Donghua University; National Natural Science Foundation of China","keywords":"Materials science; Composite material","score_opus":0.011155404199788253,"score_gpt":0.26404723482480486,"score_spread":0.2528918306250166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407269732","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":[0.9693485,0.0020929528,0.006913846,0.00020375139,0.00020675032,0.000048574562,0.0003426168,0.0007891806,0.02005396],"genre_scores_gemma":[0.9902496,0.00030372918,0.0039889147,0.00010615216,0.000020384694,0.000031216565,0.00018160036,0.00011709557,0.0050013023],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998171,0.000016793509,0.000008168065,0.000044523942,0.000054076165,0.000059271486],"domain_scores_gemma":[0.9997825,0.000038793376,0.00003584357,0.0000254619,0.0000573801,0.00006007307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020239712,0.00048411367,0.00023155657,0.0006187364,0.00030658662,0.0005059743,0.0002495897,0.00065946125,0.0034291297],"category_scores_gemma":[0.00021832532,0.00035051125,0.00020769924,0.0002554174,0.0002830453,0.00032217285,0.0002954705,0.0005496452,0.0010288954],"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":[0.000095874944,0.000015803435,0.00005333441,0.00006233171,0.0000059942245,0.000038068505,0.00001915949,0.00012873755,0.9974402,0.0002634481,0.0002835092,0.0015935573],"study_design_scores_gemma":[0.000010880859,0.000061630744,0.00083572534,0.000004905183,0.000010681696,0.000056824247,0.000013688075,0.0006545101,0.9958883,0.00006622218,0.0023868664,0.000009699119],"about_ca_topic_score_codex":0.00052416424,"about_ca_topic_score_gemma":0.0018334228,"teacher_disagreement_score":0.0034291297,"about_ca_system_score_codex":0.0002981349,"about_ca_system_score_gemma":0.00015412585,"threshold_uncertainty_score":0.011471629},"labels":[],"label_agreement":null},{"id":"W4407837342","doi":"10.1016/j.actamat.2025.120851","title":"Influence of carbon and sulfur on austenite grain boundary mobility","year":2025,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":13,"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":"Österreichische Forschungsförderungsgesellschaft; Bundesministerium für Klimaschutz, Umwelt, Energie, Mobilität, Innovation und Technologie","keywords":"Materials science; Grain boundary; Sulfur; Austenite; Metallurgy; Carbon fibers; Grain boundary strengthening; Composite material; Microstructure","score_opus":0.005472610735341833,"score_gpt":0.20522504818308349,"score_spread":0.19975243744774165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407837342","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":[0.9980463,0.00022174591,0.0009183022,0.000030093244,0.000006550188,0.000003669805,0.00006339001,0.000025003532,0.0006849858],"genre_scores_gemma":[0.9991702,0.00011935506,0.00048714655,0.0000064336,9.620568e-7,0.000004530084,0.00004360794,0.000008541932,0.00015924704],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999317,0.0000061240085,0.000004002847,0.000018355993,0.00002540094,0.000014421902],"domain_scores_gemma":[0.99990606,0.00005143227,0.000011926216,0.000006331441,0.000015793461,0.0000085123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001422588,0.00025043305,0.00028244202,0.00024982612,0.000272199,0.00025259942,0.00028299997,0.0003294927,0.00089984207],"category_scores_gemma":[0.00032667458,0.00020931971,0.0002261666,0.00016816138,0.00033294788,0.0002745104,0.0002112465,0.00026502807,0.00008605455],"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":[0.0003851759,0.00006395217,0.0042821844,0.00034735838,0.00004667881,0.0003064027,0.00017358623,0.059630837,0.92597526,0.0020916176,0.00015315921,0.006543892],"study_design_scores_gemma":[0.00003901295,0.0004127816,0.013190927,0.000037463324,0.000057129433,0.00013877603,0.00013813391,0.29495665,0.6886909,0.0009327166,0.0013573457,0.000048164733],"about_ca_topic_score_codex":0.004564612,"about_ca_topic_score_gemma":0.005164366,"teacher_disagreement_score":0.004564612,"about_ca_system_score_codex":0.00049454434,"about_ca_system_score_gemma":0.0002876653,"threshold_uncertainty_score":0.009076059},"labels":[],"label_agreement":null},{"id":"W4407963343","doi":"10.1016/j.actamat.2025.120877","title":"Intrinsic grain boundary mobility tensor from three-dimensional interface random walk","year":2025,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; University of Manitoba","keywords":"Random walk; Materials science; Tensor (intrinsic definition); Grain boundary; Condensed matter physics; Heterogeneous random walk in one dimension; Statistical physics; Interface (matter); Continuous-time random walk; Microstructure; Physics; Geometry; Mathematics; Statistics; Metallurgy; Composite material; Wetting","score_opus":0.011260196934241178,"score_gpt":0.2446990658995728,"score_spread":0.23343886896533161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407963343","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":[0.54997116,0.0017416971,0.43590033,0.00022367146,0.00006487564,0.00012096646,0.002669693,0.0011557918,0.008151781],"genre_scores_gemma":[0.9447091,0.000551094,0.050804984,0.000031339972,0.000015421785,0.000080201185,0.0024798547,0.00011716439,0.0012108401],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998054,0.000028215407,0.000018842247,0.00003415908,0.0000837964,0.000029662388],"domain_scores_gemma":[0.99961,0.00012262892,0.00008250577,0.00006980651,0.00009194358,0.00002307467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045456307,0.00038670655,0.00033955064,0.0015999372,0.00025656036,0.0006782251,0.0005798601,0.00038729887,0.0012687566],"category_scores_gemma":[0.0016640598,0.00016657288,0.0005195269,0.0008763716,0.0003530515,0.00096766197,0.00038864717,0.00029860542,0.000285139],"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":[0.00026751024,0.00013746525,0.029431097,0.00086719164,0.00017432675,0.0007955927,0.00038101198,0.61458635,0.09872755,0.1638143,0.003815849,0.087001726],"study_design_scores_gemma":[0.000013425633,0.000025970334,0.0051570754,0.000022679937,0.000024333458,0.00019071747,0.000046896723,0.9560038,0.0092650745,0.026466647,0.0027502843,0.0000331373],"about_ca_topic_score_codex":0.0020367505,"about_ca_topic_score_gemma":0.0022850165,"teacher_disagreement_score":0.0020367505,"about_ca_system_score_codex":0.0004162619,"about_ca_system_score_gemma":0.00047174396,"threshold_uncertainty_score":0.004244387},"labels":[],"label_agreement":null},{"id":"W4409216901","doi":"10.1016/j.actamat.2025.121019","title":"Grain boundary interstitial segregation in substitutional binary alloys","year":2025,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Intermetallics and Advanced Alloy Properties","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada; University of Manitoba","keywords":"Materials science; Grain boundary; Binary number; Condensed matter physics; Metallurgy; Crystallography; Microstructure","score_opus":0.007291292977996552,"score_gpt":0.22098120574238664,"score_spread":0.2136899127643901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409216901","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":[0.96636367,0.00025085264,0.030651731,0.00005774934,0.00001167641,0.000014958162,0.000094078365,0.00016331406,0.0023919654],"genre_scores_gemma":[0.9916435,0.00008588482,0.0079614585,0.0000122798865,0.0000016429067,0.000014159291,0.000059943264,0.00002595906,0.00019516458],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999473,0.000008362774,0.0000031051788,0.0000072327134,0.00002133661,0.000012701448],"domain_scores_gemma":[0.99994683,0.00001850751,0.000008988267,0.0000070370497,0.000011021122,0.0000076989745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011264732,0.00017820892,0.0002617053,0.00029228738,0.0003410488,0.00033163792,0.00033720315,0.00034608843,0.00042851042],"category_scores_gemma":[0.000311206,0.00018353468,0.00017675491,0.00018815303,0.00033019585,0.00030258342,0.00028776156,0.00019838651,0.00008573331],"study_design_candidate":"bench_or_experimental","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":[0.00022427535,0.000118403674,0.012107065,0.00025020653,0.00006263305,0.00046162773,0.0001979814,0.78069305,0.16888198,0.020649446,0.0006369002,0.015716411],"study_design_scores_gemma":[0.000018672066,0.000039253184,0.0014358101,0.0000066845846,0.000009743105,0.000041205298,0.000038097918,0.97947615,0.015614708,0.0026104331,0.0007023731,0.000006867733],"about_ca_topic_score_codex":0.003993177,"about_ca_topic_score_gemma":0.005745606,"teacher_disagreement_score":0.003993177,"about_ca_system_score_codex":0.00037078722,"about_ca_system_score_gemma":0.00044332814,"threshold_uncertainty_score":0.007939875},"labels":[],"label_agreement":null},{"id":"W4409374302","doi":"10.1016/j.actamat.2025.121036","title":"Local structure modification around Si atoms in Si-implanted monocrystalline β-Ga2O3 (100) under heated substrate conditions","year":2025,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Ga2O3 and related materials","field":"Materials Science","cited_by":3,"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":"Interdyscyplinarne Centrum Modelowania Matematycznego i Komputerowego UW; Helmholtz-Zentrum Dresden-Rossendorf; Uniwersytet Warszawski; Institut de Cardiologie de Montréal; Narodowe Centrum Nauki; Bundesministerium für Bildung und Forschung","keywords":"Materials science; Monocrystalline silicon; Substrate (aquarium); Silicon; Crystallography; Metallurgy; Engineering physics","score_opus":0.01979266238490871,"score_gpt":0.28552441406332846,"score_spread":0.2657317516784197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409374302","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":[0.9995546,0.00007773676,0.000106619686,0.000004606183,0.0000016672996,0.0000022495872,0.00005209874,0.000008512026,0.00019190903],"genre_scores_gemma":[0.9994672,0.000059604623,0.0001960143,0.000004737219,7.486354e-7,0.000003495379,0.000066193796,0.000006129049,0.00019592422],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99995077,0.000004104233,0.0000024932538,0.000013724095,0.0000145028625,0.000014320836],"domain_scores_gemma":[0.99992263,0.000018798488,0.000030899264,0.0000062180247,0.00001069193,0.000010707073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000058424546,0.00016029098,0.00018546113,0.000114391056,0.00011912839,0.00026407113,0.00021462196,0.00024260287,0.00073181227],"category_scores_gemma":[0.00014214354,0.00017473116,0.00011054464,0.00016361097,0.00025871757,0.000107166285,0.000111887035,0.00015650738,0.00011031257],"study_design_candidate":"observational","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":[0.000058270678,0.0000036343395,0.00047499148,0.000017687991,0.0000037705652,0.00004899518,0.000021922619,0.000118487806,0.9989949,0.000014760516,0.000006676438,0.00023588802],"study_design_scores_gemma":[0.000014812562,0.00023747497,0.026412917,0.0000052252535,0.00002004734,0.0001554934,0.000088310066,0.0018129217,0.9709145,0.000024587169,0.00030732862,0.0000064308633],"about_ca_topic_score_codex":0.0016367502,"about_ca_topic_score_gemma":0.002182975,"teacher_disagreement_score":0.0016367502,"about_ca_system_score_codex":0.00023758408,"about_ca_system_score_gemma":0.00015884449,"threshold_uncertainty_score":0.0032544136},"labels":[],"label_agreement":null},{"id":"W4409524315","doi":"10.1016/j.actamat.2025.121047","title":"Ultra-high strain under low driving field via synergetic design in high-entropy relaxor ceramics","year":2025,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Ferroelectric and Piezoelectric Materials","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Russian Science Foundation; Ministry of Education and Science of the Russian Federation","keywords":"Materials science; Ceramic; High entropy alloys; Composite material; Engineering physics; Condensed matter physics; Microstructure","score_opus":0.008585532209294288,"score_gpt":0.23156515300405878,"score_spread":0.2229796207947645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409524315","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":[0.9867432,0.0004939657,0.009463423,0.000101186786,0.000026598585,0.000033772554,0.00006483103,0.00015356608,0.0029194425],"genre_scores_gemma":[0.9916808,0.00026811354,0.0070042526,0.000022476483,0.000013092263,0.000039813494,0.000041619704,0.00002179705,0.00090797275],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999076,0.000010976762,0.0000058476767,0.000025534395,0.00003097483,0.000019030696],"domain_scores_gemma":[0.9999225,0.000012788255,0.000027249549,0.000008241236,0.000011088072,0.000018078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014253457,0.0002449581,0.0002552672,0.00025829463,0.00019734715,0.0002805395,0.00024520274,0.0002034807,0.0009760695],"category_scores_gemma":[0.000102824364,0.00023005795,0.0001481105,0.00017625288,0.0002620776,0.00028607243,0.0003825657,0.0002749502,0.00031684927],"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":[0.0000501736,0.000016579075,0.00006686314,0.000044294513,0.0000035701155,0.000042430373,0.000017811484,0.00030408692,0.9972011,0.00037132166,0.000037949627,0.0018437488],"study_design_scores_gemma":[0.00005685541,0.00046887694,0.0014320976,0.000006398991,0.000018746565,0.00017871856,0.000026311936,0.010437817,0.9839103,0.00022332683,0.0032218941,0.000018563409],"about_ca_topic_score_codex":0.00010069403,"about_ca_topic_score_gemma":0.00033614057,"teacher_disagreement_score":0.0009760695,"about_ca_system_score_codex":0.0001789092,"about_ca_system_score_gemma":0.00019086376,"threshold_uncertainty_score":0.0032652617},"labels":[],"label_agreement":null},{"id":"W4409722567","doi":"10.1016/j.actamat.2025.121075","title":"Multiscale modelling with neural network-based crystal plasticity model from meso‑ to macroscale","year":2025,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"National Natural Science Foundation of China","keywords":"Materials science; Crystal plasticity; Multiscale modeling; Plasticity; Artificial neural network; Crystal (programming language); Statistical physics; Composite material; Artificial intelligence; Computer science; Computational chemistry","score_opus":0.011153434839753971,"score_gpt":0.2078762327588287,"score_spread":0.1967227979190747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409722567","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33993503,0.0014833388,0.62942517,0.0010757929,0.00027213563,0.00007843278,0.0005767023,0.00067493616,0.0264784],"genre_scores_gemma":[0.9811912,0.00033785537,0.0142813865,0.00006185196,0.000039672974,0.000054455846,0.00013413862,0.00006125216,0.0038382756],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990284,0.000019910703,0.000005984124,0.000026987062,0.000028907918,0.000015363776],"domain_scores_gemma":[0.99975544,0.00008517192,0.000048035756,0.00002360173,0.00005902658,0.000028787734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017338105,0.00036473208,0.0007005873,0.00035012737,0.00033707588,0.0007185654,0.0011914683,0.001256967,0.0019108689],"category_scores_gemma":[0.0007242379,0.00039099168,0.0006578389,0.00041629642,0.0006512388,0.0009534536,0.0006733525,0.0007101081,0.0002144528],"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":[0.000010938594,0.000014809377,0.0002865958,0.000016535318,0.000014569339,0.000032127202,0.000007034349,0.9944031,0.0009657125,0.0025339893,0.00012852463,0.0015860227],"study_design_scores_gemma":[7.436171e-7,0.0000014876292,0.00004970959,5.4443115e-7,9.995341e-7,0.0000018511779,7.935944e-7,0.9995982,0.0000368897,0.00027730674,0.000030374144,0.0000011503217],"about_ca_topic_score_codex":0.013951316,"about_ca_topic_score_gemma":0.009565469,"teacher_disagreement_score":0.013951316,"about_ca_system_score_codex":0.00060340046,"about_ca_system_score_gemma":0.000722594,"threshold_uncertainty_score":0.02774018},"labels":[],"label_agreement":null},{"id":"W4411022623","doi":"10.1016/j.actamat.2025.121163","title":"An experimentally informed grain boundary model in 2-D: Addressing triple junctions and invariance of misorientation","year":2025,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and mechanical properties","field":"Materials Science","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":"Advanced Micro Devices (Canada)","funders":"Aeronautics Research and Development Board; Indian Institute of Technology Bombay; National Science Foundation","keywords":"Misorientation; Materials science; Triple junction; Grain boundary; Condensed matter physics; Metallurgy; Microstructure; Optoelectronics; Physics","score_opus":0.02822813559937228,"score_gpt":0.31362729671804446,"score_spread":0.2853991611186722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411022623","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":[0.43141076,0.0008617801,0.5109968,0.0024164403,0.0004556154,0.00011774459,0.00090595125,0.0006268441,0.052208018],"genre_scores_gemma":[0.960661,0.00021067457,0.036128066,0.00012470572,0.000032925924,0.00007323364,0.00013812818,0.00009618965,0.0025349876],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998847,0.000027546981,0.0000052996384,0.000030252655,0.000031684318,0.00002054409],"domain_scores_gemma":[0.9997321,0.000100567784,0.000029083174,0.000073023875,0.000037332284,0.000027901906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002741291,0.00039136366,0.00074057793,0.00029839083,0.00046170992,0.0012997425,0.0014955286,0.0026526672,0.003001408],"category_scores_gemma":[0.0010166197,0.00041591463,0.00033759154,0.00032867826,0.0008817666,0.0016045276,0.00081876677,0.00075276004,0.00039306696],"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":[0.00014387915,0.00012369752,0.00053575076,0.00021646122,0.0000179001,0.00015752862,0.00010825708,0.6953881,0.03367334,0.26202062,0.0015258822,0.006088667],"study_design_scores_gemma":[0.000010891496,0.000009763781,0.00006707333,0.000004574211,0.0000022617266,0.000010825139,0.000016477676,0.98183,0.001074455,0.016634312,0.00033199706,0.0000074178197],"about_ca_topic_score_codex":0.0021108969,"about_ca_topic_score_gemma":0.0023100895,"teacher_disagreement_score":0.003001408,"about_ca_system_score_codex":0.0005895292,"about_ca_system_score_gemma":0.00066661683,"threshold_uncertainty_score":0.01004076},"labels":[],"label_agreement":null},{"id":"W4411315328","doi":"10.1016/j.actamat.2025.121264","title":"Precipitate evolution and related strengthening during long term ageing of 2618A aluminium alloy","year":2025,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Safran Electronics (Canada)","funders":"Direction générale de l'aviation civile; Ministère de l'Économie, des Finances et de l'Industrie; NextGenerationEU; European Synchrotron Radiation Facility; Agence Nationale de la Recherche","keywords":"Materials science; Aluminium; Metallurgy; Alloy; Ageing; Aluminium alloy; Term (time); Precipitation hardening; Medicine; Internal medicine","score_opus":0.0040185636278032635,"score_gpt":0.19299833727856894,"score_spread":0.18897977365076568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411315328","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":[0.99816436,0.00043635414,0.00063656754,0.000014136645,0.0000070437786,0.00001103428,0.0002499451,0.0000349898,0.00044559487],"genre_scores_gemma":[0.998367,0.00011734425,0.00047452233,0.000010417706,0.0000032377359,0.000009166628,0.00018827803,0.000014564692,0.00081543636],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987364,0.00000829808,0.00001111548,0.000033309556,0.0000533511,0.000020252537],"domain_scores_gemma":[0.99975795,0.000022709137,0.00007285736,0.000019567688,0.00010388304,0.000023065564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018004842,0.00023480985,0.00024592408,0.0004155726,0.00021400547,0.00027944127,0.00021726478,0.00029748614,0.00092059467],"category_scores_gemma":[0.00027202256,0.00019333647,0.00016676787,0.0002798994,0.00026857425,0.00022905966,0.000187044,0.00026869847,0.00018214642],"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":[0.000109055276,0.0000108154445,0.0025365907,0.000048710433,0.0000089363375,0.00010763179,0.00009821488,0.0004621145,0.9950937,0.000028029835,0.000033918466,0.0014623984],"study_design_scores_gemma":[0.000011798701,0.00054363254,0.103358224,0.000015326981,0.000039568426,0.00032796012,0.00021882718,0.003811202,0.8894539,0.00007204554,0.0021248239,0.000022744522],"about_ca_topic_score_codex":0.0019661486,"about_ca_topic_score_gemma":0.0029545773,"teacher_disagreement_score":0.0019661486,"about_ca_system_score_codex":0.00030340988,"about_ca_system_score_gemma":0.00013016904,"threshold_uncertainty_score":0.0039094687},"labels":[],"label_agreement":null},{"id":"W4411486694","doi":"10.1016/j.actamat.2025.121278","title":"Compositional-structural inhomogeneity and multi-layered oxide film formation on high-entropy alloys","year":2025,"lang":"en","type":"article","venue":"Acta Materialia","topic":"High Entropy Alloys Studies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"National Natural Science Foundation of China","keywords":"Materials science; High entropy alloys; Oxide; Complex oxide; Microstructure; Crystallography; Metallurgy","score_opus":0.008926668438901181,"score_gpt":0.2276065878377396,"score_spread":0.2186799193988384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411486694","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":[0.99865437,0.00019209365,0.0004510782,0.000013784562,0.0000032225853,0.0000023312439,0.000014933961,0.0000071009845,0.00066109886],"genre_scores_gemma":[0.9996449,0.00004773595,0.00009861158,0.000002033635,0.0000014034549,0.000001016656,0.000014734667,0.0000027582414,0.00018680489],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999385,0.00000951347,0.0000030769704,0.000010677151,0.000022614979,0.000015517142],"domain_scores_gemma":[0.99991524,0.000028773338,0.000018732027,0.0000073688443,0.000018811512,0.000011080528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012376589,0.00014412815,0.0001628359,0.00037389665,0.0003619527,0.00043609735,0.00030714716,0.00015892889,0.0010488309],"category_scores_gemma":[0.0002948056,0.00018867453,0.000105696636,0.0001527376,0.00041398764,0.00030969147,0.00029079005,0.00024440308,0.00009063906],"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":[0.00024646232,0.000019767716,0.002231263,0.000050324288,0.000013559616,0.0002403676,0.00012938917,0.00076644024,0.99409384,0.0012472337,0.00003494959,0.00092645537],"study_design_scores_gemma":[0.00002302068,0.00018898545,0.027227106,0.000010611141,0.000032838834,0.00031875682,0.0003366396,0.015712691,0.95485085,0.0006369412,0.00064958393,0.000012151169],"about_ca_topic_score_codex":0.00094944594,"about_ca_topic_score_gemma":0.0010579616,"teacher_disagreement_score":0.0010488309,"about_ca_system_score_codex":0.00020101106,"about_ca_system_score_gemma":0.00014421722,"threshold_uncertainty_score":0.003508687},"labels":[],"label_agreement":null},{"id":"W4412568725","doi":"10.1016/j.actamat.2025.121370","title":"Creep-induced microstructures in Zircaloy-4: Comparing thermal and irradiation creep","year":2025,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"University Network of Excellence in Nuclear Engineering; Natural Sciences and Engineering Research Council of Canada; Queen's University","keywords":"Creep; Materials science; Microstructure; Zirconium alloy; Irradiation; Metallurgy; Thermal; Composite material; Thermodynamics; Zirconium; Nuclear physics","score_opus":0.016496120446868223,"score_gpt":0.24414494123731936,"score_spread":0.22764882079045115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412568725","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":[0.99818844,0.0003399653,0.00066498586,0.000009709318,0.00000317403,0.0000061030155,0.00016387085,0.000033941957,0.0005897334],"genre_scores_gemma":[0.9989813,0.000095922114,0.00041784416,0.0000051442635,0.0000017156418,0.0000051714355,0.00015218166,0.000008533399,0.00033213515],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99992967,0.0000032639389,0.0000045380434,0.000018973182,0.000026500293,0.000017156966],"domain_scores_gemma":[0.9998779,0.000013233317,0.000039054445,0.000016145088,0.00004346513,0.000010067377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010808594,0.0001348416,0.00015824522,0.0004678462,0.00015720466,0.00031170514,0.00030415333,0.00028025132,0.0006807337],"category_scores_gemma":[0.00025957095,0.00018039986,0.00014689418,0.00036090508,0.0003482764,0.000249935,0.00014987055,0.00013604737,0.00008573935],"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":[0.00015604366,0.000023081264,0.007364078,0.000098716584,0.000013831091,0.0003424113,0.00021855955,0.00210469,0.98570794,0.00027692693,0.000074792144,0.0036189095],"study_design_scores_gemma":[0.00002683294,0.0006277774,0.31963924,0.00003773071,0.0000642404,0.0012140977,0.00073318294,0.019034494,0.6554794,0.00023768758,0.0028520797,0.000053277377],"about_ca_topic_score_codex":0.0032265948,"about_ca_topic_score_gemma":0.0035331491,"teacher_disagreement_score":0.0032265948,"about_ca_system_score_codex":0.00032607155,"about_ca_system_score_gemma":0.00014302878,"threshold_uncertainty_score":0.006415665},"labels":[],"label_agreement":null},{"id":"W4412980432","doi":"10.1016/j.actamat.2025.121392","title":"Determining the local mechanical responses of zirconium and hydrides using in situ indentation and crystal plasticity modeling","year":2025,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Materials science; Indentation; Zirconium; Plasticity; Crystal plasticity; In situ; Crystal (programming language); Nanoindentation; Composite material; Metallurgy; Zirconium alloy; Crystallography; Mineralogy","score_opus":0.022246859860202202,"score_gpt":0.24778018646029817,"score_spread":0.22553332660009598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412980432","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":[0.92728853,0.0002489208,0.07039153,0.0000386118,0.00001409599,0.000037083697,0.0001882199,0.00019180615,0.0016012467],"genre_scores_gemma":[0.9831564,0.0001720145,0.015757084,0.00000614011,0.0000028517372,0.000021709142,0.000084262065,0.000010629859,0.0007889812],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999013,0.0000073797264,0.00000459744,0.000026818714,0.000047791196,0.000012036468],"domain_scores_gemma":[0.9999114,0.000029996076,0.000019912659,0.00001757638,0.000016720842,0.0000044037147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014606313,0.0003096989,0.00021633624,0.00027367365,0.00012081645,0.00024505594,0.00043135363,0.0003952303,0.00063217245],"category_scores_gemma":[0.00023689351,0.00022204236,0.00021129062,0.00021517088,0.00020127343,0.00031433097,0.00016115517,0.00019315312,0.00011949757],"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":[0.0000332834,0.00003345001,0.0018473812,0.00009327245,0.000009094195,0.00014444721,0.000061176805,0.026766762,0.96290725,0.00027068827,0.000042471776,0.007790723],"study_design_scores_gemma":[0.0000058322553,0.00015168378,0.009508383,0.000006350633,0.000013679573,0.00017813279,0.00008664625,0.3163574,0.6723788,0.00025674494,0.0010391211,0.000017171844],"about_ca_topic_score_codex":0.00093670667,"about_ca_topic_score_gemma":0.0018733942,"teacher_disagreement_score":0.00093670667,"about_ca_system_score_codex":0.00022093873,"about_ca_system_score_gemma":0.00013160518,"threshold_uncertainty_score":0.0021148324},"labels":[],"label_agreement":null},{"id":"W4412981423","doi":"10.1016/j.actamat.2025.121391","title":"Radiation-induced modifications in ZrN: effect of micro vs. nano crystallites","year":2025,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Nuclear materials and radiation effects","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Engineering and Physical Sciences Research Council; Canada Excellence Research Chairs, Government of Canada; University of Sheffield; University of Liverpool; Henry Royce Institute","keywords":"Materials science; Crystallite; Nano-; Metallurgy; Radiation; Composite material; Nanotechnology; Optics","score_opus":0.006608025639799358,"score_gpt":0.2576504074531164,"score_spread":0.25104238181331706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412981423","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":[0.997127,0.00071351376,0.0007166295,0.000022243432,0.000008779876,0.000015198416,0.00020790471,0.000049102797,0.0011396025],"genre_scores_gemma":[0.99796593,0.00025447377,0.00063788996,0.000017837117,0.000002029325,0.000012775459,0.00013392237,0.000025540625,0.00094956404],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989176,0.00000763066,0.0000068565373,0.00003606052,0.00003686065,0.000020817946],"domain_scores_gemma":[0.9998963,0.00003353016,0.000030986535,0.000010401038,0.000019304836,0.000009423369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010053093,0.00020270322,0.00017428007,0.00010545813,0.00008929057,0.00021102466,0.00020860882,0.00020647465,0.0014945228],"category_scores_gemma":[0.00024817092,0.00016124724,0.00014711116,0.000096115065,0.00018483268,0.00016864488,0.00012307506,0.00024265239,0.00017659723],"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":[0.000051842566,0.0000043963673,0.0001581627,0.000027256085,0.0000033822882,0.000019777834,0.00001637296,0.00011815793,0.99895835,0.000013758441,0.00001119437,0.0006173393],"study_design_scores_gemma":[0.0000025136721,0.00008714575,0.003292204,0.0000018616978,0.000005545799,0.000040076477,0.000020764393,0.00033779754,0.99576193,0.0000044903322,0.0004435533,0.0000021653466],"about_ca_topic_score_codex":0.0013286036,"about_ca_topic_score_gemma":0.0025595496,"teacher_disagreement_score":0.0014945228,"about_ca_system_score_codex":0.00029184992,"about_ca_system_score_gemma":0.000103375016,"threshold_uncertainty_score":0.004999697},"labels":[],"label_agreement":null},{"id":"W4413043891","doi":"10.1016/j.actamat.2025.121415","title":"Enhanced high-cycle fatigue resistance of gradient structured 304 stainless steel","year":2025,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Surface Treatment and Residual Stress","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Metal Research, Chinese Academy of Sciences; Liaoning Revitalization Talents Program; Chinese Academy of Sciences; National Natural Science Foundation of China; Canadian Anesthesiologists' Society","keywords":"Materials science; Low-cycle fatigue; Metallurgy; Fatigue testing; Composite material","score_opus":0.007322762726743057,"score_gpt":0.2254936284071808,"score_spread":0.21817086568043773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413043891","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":[0.9980197,0.0001377598,0.0009859897,0.000017425458,0.000012683893,0.0000036854829,0.000027092745,0.000054605658,0.0007411136],"genre_scores_gemma":[0.99844617,0.000026779251,0.0004378886,0.0000070184587,0.0000022106285,0.00000167158,0.000026501688,0.000009683644,0.0010420539],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990237,0.000009101952,0.0000035979297,0.0000147812525,0.00004711587,0.00002306441],"domain_scores_gemma":[0.99989724,0.000011375158,0.000015194882,0.000011833413,0.000048819096,0.000015568767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000884418,0.00018475513,0.0002099017,0.00014719143,0.00011698323,0.00017830665,0.00022843151,0.0003529921,0.0010438394],"category_scores_gemma":[0.00016386704,0.00012079295,0.00015137471,0.00009287187,0.00013288193,0.00015481177,0.00012551967,0.00017261124,0.0003161372],"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":[0.000083968764,0.000011826534,0.00013156906,0.000023343091,0.0000021679436,0.00003459466,0.000016333648,0.0002858636,0.9980977,0.000038156464,0.000053492164,0.0012209247],"study_design_scores_gemma":[0.000024038582,0.0006431267,0.0082507,0.0000050910626,0.0000124277885,0.000134692,0.00004644756,0.0064293235,0.9835961,0.00003667915,0.00080762117,0.000013800643],"about_ca_topic_score_codex":0.0005878816,"about_ca_topic_score_gemma":0.0017713113,"teacher_disagreement_score":0.0010438394,"about_ca_system_score_codex":0.0001627108,"about_ca_system_score_gemma":0.00014871136,"threshold_uncertainty_score":0.003491938},"labels":[],"label_agreement":null},{"id":"W4413364003","doi":"10.1016/j.actamat.2025.121436","title":"Spall failure of alumina at high-strain rates using femtosecond laser experiments and high-fidelity molecular dynamics simulations","year":2025,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Ion-surface interactions and analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Alliance de recherche numérique du Canada; Natural Sciences and Engineering Research Council of Canada; University of British Columbia; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Materials science; Spall; Femtosecond; Molecular dynamics; Strain (injury); Laser; High fidelity; Strain rate; Dynamics (music); Nanotechnology; Composite material; Optics; Computational chemistry","score_opus":0.007448312386699414,"score_gpt":0.2569691631418772,"score_spread":0.24952085075517777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413364003","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":[0.9948767,0.00010735166,0.0019785962,0.00015266189,0.000024785699,0.000011479895,0.00021414169,0.00012067881,0.0025136084],"genre_scores_gemma":[0.9990606,0.00004040451,0.00047129393,0.000011498581,0.00000524285,0.000011441853,0.00007679774,0.000020741136,0.0003020514],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998652,0.000014692333,0.0000067809237,0.000022593145,0.000044273045,0.000046450306],"domain_scores_gemma":[0.9996581,0.00013257531,0.00005431315,0.00005087934,0.000066299326,0.000037831083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027663354,0.00033845066,0.0005360574,0.00047304961,0.0007178067,0.00062989094,0.0008037956,0.0007311615,0.002697265],"category_scores_gemma":[0.0006205326,0.00033527214,0.00040314975,0.00046089047,0.00076472404,0.00072879455,0.0003462886,0.000720438,0.00019471935],"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":[0.0004248196,0.00028933675,0.0059244107,0.00020521297,0.000098241275,0.00047079084,0.00033166521,0.9040673,0.073260896,0.008274793,0.0016796124,0.0049728053],"study_design_scores_gemma":[0.000027782433,0.000057033092,0.0017270218,0.0000058600613,0.0000070122105,0.000014707008,0.0000485083,0.9910693,0.006257209,0.000533933,0.00023372084,0.000017838776],"about_ca_topic_score_codex":0.009734895,"about_ca_topic_score_gemma":0.007281018,"teacher_disagreement_score":0.009734895,"about_ca_system_score_codex":0.0013792568,"about_ca_system_score_gemma":0.0007153709,"threshold_uncertainty_score":0.01935649},"labels":[],"label_agreement":null},{"id":"W4413758842","doi":"10.1016/j.actamat.2025.121490","title":"Effect of irradiation-induced microstructure on dislocation channeling and strain localization in Zircaloy-4","year":2025,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"University Network of Excellence in Nuclear Engineering; Natural Sciences and Engineering Research Council of Canada; Queen's University","keywords":"Materials science; Microstructure; Dislocation; Irradiation; Zirconium alloy; Strain (injury); Metallurgy; Composite material; Crystallography; Zirconium; Nuclear physics","score_opus":0.007021761068964111,"score_gpt":0.2468734904266024,"score_spread":0.2398517293576383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413758842","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":[0.9988078,0.00042019898,0.0002894537,0.000011533975,0.0000035098592,0.0000087075305,0.000088540095,0.000029288482,0.0003410297],"genre_scores_gemma":[0.99909866,0.000121565514,0.00024169298,0.000010276491,0.0000013135631,0.000008887398,0.000101711186,0.000016104206,0.00039980293],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99988043,0.000011476278,0.000009599404,0.000030628868,0.00004206388,0.000025709727],"domain_scores_gemma":[0.99980503,0.000044718305,0.00007486107,0.00002010528,0.00003893361,0.000016284315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001358384,0.00022455849,0.0002498349,0.00019216537,0.00017916903,0.00028413843,0.00028288047,0.00024488664,0.0012120266],"category_scores_gemma":[0.0002977012,0.00025633248,0.0001811329,0.0001838517,0.00027652728,0.0001958636,0.00018661859,0.00022328562,0.0001079192],"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":[0.0001129213,0.000009313388,0.0010443553,0.00006486925,0.00001121573,0.000083066894,0.00004810354,0.0004207462,0.997382,0.000020757812,0.000018605639,0.00078405766],"study_design_scores_gemma":[0.000012189088,0.00048392825,0.05212961,0.000007502986,0.00002873699,0.00017761414,0.00008434101,0.0007403092,0.9455174,0.0000151002105,0.00079101603,0.000012243973],"about_ca_topic_score_codex":0.0014425246,"about_ca_topic_score_gemma":0.0020415685,"teacher_disagreement_score":0.0014425246,"about_ca_system_score_codex":0.00049838837,"about_ca_system_score_gemma":0.0001794975,"threshold_uncertainty_score":0.0040546656},"labels":[],"label_agreement":null},{"id":"W4414053435","doi":"10.1016/j.actamat.2025.121520","title":"On the development of an interfacial energy and microstructure dependent model to predict bridging phenomenon and solidification cracking behavior","year":2025,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada; University of Waterloo","funders":"","keywords":"Cracking; Microstructure; Bridging (networking); Alloy; Grain boundary; Welding; Aluminium; Temperature gradient","score_opus":0.01154369246000371,"score_gpt":0.22100791965711278,"score_spread":0.20946422719710905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414053435","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":[0.07294588,0.0005062425,0.9126386,0.00036190855,0.00017596415,0.00019740323,0.0001965324,0.00041630238,0.012561154],"genre_scores_gemma":[0.8247016,0.0013431667,0.15725882,0.00025826946,0.00013604811,0.00050266925,0.0003818838,0.00037829796,0.01503934],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999114,0.000019435178,0.000005745159,0.000017091332,0.00003464652,0.000011588696],"domain_scores_gemma":[0.9996432,0.00016200526,0.000025885838,0.00003838759,0.0001060965,0.000024431463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004467057,0.00062470394,0.0008937172,0.0005440333,0.00061164686,0.000744914,0.0014873133,0.0016821208,0.002409706],"category_scores_gemma":[0.0012119481,0.00044490088,0.0011315305,0.00042202589,0.00048256537,0.0010671462,0.0006986544,0.0011451265,0.00064029655],"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":[0.000019138746,0.00009647904,0.00044314656,0.00006803664,0.000024606601,0.00013322782,0.000034366196,0.9626271,0.009490469,0.018626312,0.00042279632,0.008014345],"study_design_scores_gemma":[0.0000016176648,0.0000050853155,0.00003724009,0.0000014070262,0.0000015167888,0.0000030890922,0.0000012603795,0.9987184,0.00028024358,0.00084520254,0.00010313292,0.0000017927482],"about_ca_topic_score_codex":0.0062481123,"about_ca_topic_score_gemma":0.0050379946,"teacher_disagreement_score":0.0062481123,"about_ca_system_score_codex":0.00054159435,"about_ca_system_score_gemma":0.00084805087,"threshold_uncertainty_score":0.012423515},"labels":[],"label_agreement":null},{"id":"W4414090819","doi":"10.1016/j.actamat.2025.121524","title":"Hydrogen modulated dislocation reaction and defect accumulation in bcc metals","year":2025,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":5,"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":"Natural Science Foundation of Hunan Province; National Natural Science Foundation of China; McGill University","keywords":"Dislocation; Nucleation; Hydrogen; Work (physics); Enhanced Data Rates for GSM Evolution; Peierls stress; Hydrogen embrittlement; Crystallographic defect","score_opus":0.02541889857803144,"score_gpt":0.3112237131055684,"score_spread":0.285804814527537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414090819","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":[0.9953021,0.00007880246,0.0023353419,0.00007617727,0.000009870607,0.000008984786,0.000074400916,0.000040477084,0.002073871],"genre_scores_gemma":[0.9988525,0.000046140827,0.0007603221,0.00001212462,0.0000012592438,0.0000061186706,0.000039931787,0.000008562294,0.00027287382],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99995005,0.000007423378,0.0000015220202,0.000007223414,0.000013794445,0.000019892817],"domain_scores_gemma":[0.9999355,0.000022149052,0.00001130109,0.0000077886,0.000011196239,0.000012080602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009569757,0.0001634153,0.00023190168,0.00016678266,0.0003584997,0.00037955964,0.0004208736,0.00044440114,0.000996668],"category_scores_gemma":[0.00028410458,0.00019921332,0.0002243721,0.00013206301,0.00045872177,0.00030243432,0.00026340378,0.0002556213,0.000070510185],"study_design_candidate":"bench_or_experimental","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":[0.0003204535,0.000211298,0.011841062,0.00019544612,0.00005770124,0.0005250973,0.00030916944,0.87576723,0.09365577,0.01175828,0.0008436032,0.004514953],"study_design_scores_gemma":[0.000063880434,0.00011320859,0.0034105894,0.0000067171136,0.000011918882,0.00004600806,0.00010644217,0.9838493,0.009598209,0.0021058763,0.00067263003,0.000015240586],"about_ca_topic_score_codex":0.010304297,"about_ca_topic_score_gemma":0.0078386925,"teacher_disagreement_score":0.010304297,"about_ca_system_score_codex":0.0007403857,"about_ca_system_score_gemma":0.00053606735,"threshold_uncertainty_score":0.02048862},"labels":[],"label_agreement":null},{"id":"W4414826215","doi":"10.1016/j.actamat.2025.121581","title":"Interface morphology and dislocation-mediated processes during rapid solidification of thin films","year":2025,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":2,"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":"Lawrence Livermore National Laboratory; Alliance de recherche numérique du Canada; Academy of Finland; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; U.S. Department of Energy","keywords":"Microstructure; Morphology (biology); Kinetic energy; Directional solidification; Phase (matter); Formalism (music); Capillary action; Thin film; Kinetics","score_opus":0.012388640842985852,"score_gpt":0.2567096121869384,"score_spread":0.24432097134395253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414826215","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":[0.99786997,0.00016828143,0.0014763644,0.000015869262,0.0000030540023,0.000007158324,0.000028429631,0.000022876095,0.0004079367],"genre_scores_gemma":[0.9991554,0.00007230533,0.0005318658,0.0000039788147,0.0000013474007,0.000004968996,0.000025291309,0.000006933838,0.00019797277],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999188,0.000005452572,0.0000033629503,0.000017161821,0.0000350017,0.000020143307],"domain_scores_gemma":[0.9999012,0.00003596984,0.000028087145,0.000008985953,0.000016785089,0.00000886319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009126726,0.00015722893,0.00016811906,0.0002121959,0.00019111742,0.0003621187,0.00023849167,0.00021986176,0.0006029518],"category_scores_gemma":[0.00023646926,0.0001723259,0.0001471325,0.00014005518,0.00036922196,0.0003422685,0.00017864702,0.00038140643,0.00007308062],"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":[0.00007468218,0.000021451724,0.0012637185,0.0000398433,0.000005928931,0.00024944634,0.00014347631,0.0024923375,0.99295145,0.0006471327,0.00003412375,0.0020764559],"study_design_scores_gemma":[0.000021654045,0.00012937369,0.00850452,0.0000058844084,0.0000056785234,0.00015309958,0.0001238732,0.02935555,0.96079963,0.0004265728,0.00046354454,0.000010643151],"about_ca_topic_score_codex":0.0009640956,"about_ca_topic_score_gemma":0.0010094354,"teacher_disagreement_score":0.0009640956,"about_ca_system_score_codex":0.00037679914,"about_ca_system_score_gemma":0.00014247981,"threshold_uncertainty_score":0.0027339458},"labels":[],"label_agreement":null},{"id":"W4414999823","doi":"10.1016/j.actamat.2025.121619","title":"Microstructure-agnostic deep learning for mechanistic discovery of corrosion-resistant Co-Cr-Fe-Ni MPEAs","year":2025,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Oak Ridge National Laboratory; Air Force Office of Scientific Research; Directorate for Mathematical and Physical Sciences; U.S. Department of Energy; Office of Science; National Science Foundation","keywords":"Corrosion; Passivation; Deep learning; Ranking (information retrieval); Density functional theory; Key (lock); Work (physics); Surface (topology)","score_opus":0.012137791954874003,"score_gpt":0.2824630498429888,"score_spread":0.2703252578881148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414999823","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":[0.53092057,0.0028604788,0.44911897,0.00075367064,0.00013059702,0.00009324522,0.0006841803,0.0024818047,0.012956534],"genre_scores_gemma":[0.96818113,0.0003486254,0.028826997,0.000083948806,0.000013450548,0.000026927599,0.00028078636,0.000036371937,0.002201823],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99994004,0.000008728948,0.0000016908159,0.000018601575,0.00001796389,0.000012998828],"domain_scores_gemma":[0.999869,0.00005209421,0.000027521814,0.000018182518,0.000021287502,0.000011805486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002538963,0.000432556,0.0003237944,0.00031022666,0.0001762981,0.00041859373,0.00081735157,0.0005411209,0.00130568],"category_scores_gemma":[0.0006147906,0.00019004385,0.00038476055,0.00024448373,0.00029145842,0.00070744,0.00048820605,0.00078875996,0.0002128021],"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":[0.0003773094,0.00039141942,0.0037740767,0.0007051108,0.00020874465,0.00031443723,0.000088836954,0.68640167,0.14481923,0.035244465,0.0038733063,0.1238014],"study_design_scores_gemma":[0.0000073838205,0.000046807985,0.00033729174,0.0000052592936,0.000010813436,0.000019744532,0.000008552248,0.9807443,0.013092822,0.004858129,0.00086424913,0.000004684168],"about_ca_topic_score_codex":0.0015207755,"about_ca_topic_score_gemma":0.0031552627,"teacher_disagreement_score":0.0015207755,"about_ca_system_score_codex":0.0005045581,"about_ca_system_score_gemma":0.0003239642,"threshold_uncertainty_score":0.004367888},"labels":[],"label_agreement":null},{"id":"W4415607655","doi":"10.1016/j.actamat.2025.121681","title":"Enhancing thermal stability and mechanical properties in fully-amorphous ZrCu nanolaminates","year":2025,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Metallic Glasses and Amorphous Alloys","field":"Engineering","cited_by":3,"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":"European Research Council; KSB Stiftung; Bundesministerium für Bildung und Forschung; Providence Health Care; Agence Nationale de la Recherche; Deutscher Akademischer Austauschdienst; Alexander von Humboldt-Stiftung","keywords":"Thermal stability; Thermal; Stability (learning theory); Structural stability; Microstructure","score_opus":0.01046732661475269,"score_gpt":0.19421714604367726,"score_spread":0.18374981942892457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415607655","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":[0.9977729,0.00029894995,0.001286154,0.000015123145,0.0000048766574,0.000003845786,0.000067053064,0.00006876222,0.00048227079],"genre_scores_gemma":[0.9984877,0.00011189549,0.0010192218,0.0000048291504,0.0000025456766,0.000004423607,0.000052055395,0.000017496972,0.00029985534],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999275,0.0000053455196,0.0000053424,0.000018176612,0.00002493083,0.000018698578],"domain_scores_gemma":[0.9999207,0.000010463604,0.00003325294,0.000011598213,0.000014653379,0.00000924819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007685621,0.00018812952,0.000118004355,0.00016637525,0.000110176734,0.00022529389,0.00016460792,0.00012857754,0.0004134521],"category_scores_gemma":[0.00015428082,0.00012702923,0.000103739505,0.00009835295,0.00016241924,0.00018094096,0.00015450164,0.00016924462,0.00014245698],"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":[0.000013576903,0.0000021525975,0.000060999217,0.000015174251,0.0000014235632,0.00001018514,0.000011983861,0.00008025341,0.999418,0.000038574923,0.000008837819,0.00033873835],"study_design_scores_gemma":[0.00000324822,0.00006182121,0.0014531548,0.0000025327217,0.0000048685447,0.000025881032,0.000017329203,0.0012000807,0.99660516,0.000017786824,0.00060498103,0.000003089186],"about_ca_topic_score_codex":0.0007557981,"about_ca_topic_score_gemma":0.0017473026,"teacher_disagreement_score":0.0007557981,"about_ca_system_score_codex":0.00019367853,"about_ca_system_score_gemma":0.000087296554,"threshold_uncertainty_score":0.0015027523},"labels":[],"label_agreement":null},{"id":"W4416185426","doi":"10.1016/j.actamat.2025.121727","title":"Identification and characterization of monoclinic domains from three-dimensional single-crystal diffraction patterns in ferroelectric perovskites","year":2025,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Ferroelectric and Piezoelectric Materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; United States-Israel Binational Science Foundation; Israel Science Foundation; United States - Israel Binational Science Foundation","keywords":"Monoclinic crystal system; Tetragonal crystal system; Ferroelectricity; Diffraction; Characterization (materials science); Domain (mathematical analysis); Phase boundary","score_opus":0.01358695253495956,"score_gpt":0.24241181201080292,"score_spread":0.22882485947584336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416185426","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":[0.99012625,0.00072614505,0.0070180097,0.000111347494,0.000013870899,0.000026808042,0.00061858364,0.000060760227,0.0012982433],"genre_scores_gemma":[0.9853109,0.00045974602,0.012291391,0.000024694933,0.000009686052,0.000025700669,0.0009342859,0.000030507263,0.0009131029],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987924,0.000011676739,0.000011200608,0.000027751395,0.00004740639,0.000022668959],"domain_scores_gemma":[0.9996014,0.00009610742,0.00008010036,0.000055549026,0.00012744556,0.000039380167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014831811,0.00014039401,0.00021602644,0.00068760145,0.0002736006,0.00063325424,0.00035479266,0.0002198848,0.0007006461],"category_scores_gemma":[0.00055627147,0.00021757511,0.00013283873,0.0005330127,0.00028066014,0.0002904285,0.00014536119,0.0003421086,0.00018664317],"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":[0.00007467411,0.000016042817,0.0012000371,0.000042791125,0.0000025401464,0.00005306577,0.00004124777,0.000060656846,0.9948801,0.00011797388,0.000045672277,0.0034652818],"study_design_scores_gemma":[0.0000224159,0.000051048355,0.02614314,0.000007852049,0.000009902001,0.0006269308,0.00018002451,0.003751461,0.9672277,0.00013755992,0.0018343999,0.0000075933945],"about_ca_topic_score_codex":0.0021152445,"about_ca_topic_score_gemma":0.0035667922,"teacher_disagreement_score":0.0021152445,"about_ca_system_score_codex":0.00018516925,"about_ca_system_score_gemma":0.00028225733,"threshold_uncertainty_score":0.0042058825},"labels":[],"label_agreement":null},{"id":"W4416400458","doi":"10.1016/j.actamat.2025.121738","title":"Vacancy patterns and atomic distribution in (Ti,V) ternary nitride precipitates in steels","year":2025,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; Faculty of Engineering, McGill University","keywords":"Vacancy defect; Ternary operation; Nitride; Density functional theory; Lattice (music); Tin; Cluster (spacecraft); Cluster expansion","score_opus":0.00469842200906001,"score_gpt":0.20033388863449944,"score_spread":0.19563546662543943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416400458","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":[0.9991235,0.000100711506,0.0002697095,0.0000064302817,0.0000017939441,0.0000012449348,0.00004732112,0.000009295129,0.0004399156],"genre_scores_gemma":[0.9994837,0.000018188186,0.00012499432,0.0000013366393,8.4989836e-7,0.000001041781,0.000048642694,0.000002018702,0.00031913942],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999318,0.000008595916,0.0000046112054,0.000017555582,0.000024738858,0.000012534998],"domain_scores_gemma":[0.99977,0.000042502576,0.00005283617,0.000009667445,0.000093898714,0.00003115426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009069535,0.00007489214,0.00010356594,0.00076915993,0.00025634936,0.00030905497,0.00021888538,0.00017106516,0.00068496825],"category_scores_gemma":[0.00030364806,0.00012176543,0.000065358596,0.00024017344,0.0002621748,0.00013489819,0.00011898761,0.00007578319,0.00012421209],"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":[0.00057312957,0.00002508232,0.021414068,0.000045011333,0.000014370716,0.00017931244,0.00019585194,0.0009135037,0.9727931,0.0006309538,0.00009112079,0.0031245383],"study_design_scores_gemma":[0.00005376975,0.00050950673,0.32423058,0.000015639966,0.00005223634,0.0010113713,0.0010650224,0.03433053,0.63643485,0.0007415107,0.0015263497,0.000028528395],"about_ca_topic_score_codex":0.0046820403,"about_ca_topic_score_gemma":0.0054055974,"teacher_disagreement_score":0.0046820403,"about_ca_system_score_codex":0.00034640022,"about_ca_system_score_gemma":0.00018005684,"threshold_uncertainty_score":0.00930959},"labels":[],"label_agreement":null},{"id":"W4416612236","doi":"10.1016/j.actamat.2025.121762","title":"Twinning relationships in coexisting cubic and tetragonal phases of ferroelectrics","year":2025,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Ferroelectric and Piezoelectric Materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Office of Naval Research; Israel Science Foundation; National Natural Science Foundation of China; United States-Israel Binational Science Foundation; Deutsche Forschungsgemeinschaft; United States - Israel Binational Science Foundation","keywords":"Crystal twinning; Tetragonal crystal system; Macle; Microstructure; Solid solution","score_opus":0.02710396283760203,"score_gpt":0.2794474784352646,"score_spread":0.25234351559766255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416612236","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":[0.9885563,0.0006490648,0.008586754,0.000022112219,0.000007536229,0.000010628851,0.00010373702,0.000091655485,0.0019722912],"genre_scores_gemma":[0.99617445,0.00008745882,0.0034100784,0.0000051006864,0.0000018982759,0.000005338789,0.00009480465,0.000013533602,0.00020730043],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998703,0.000014652626,0.000010359073,0.000045158544,0.00004344553,0.000016151294],"domain_scores_gemma":[0.99977523,0.000058206788,0.000071827286,0.000028197852,0.000049819108,0.000016722774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000116462565,0.00012306345,0.00015951277,0.0006391007,0.0002689468,0.0003290134,0.00024352012,0.00015067814,0.00085672515],"category_scores_gemma":[0.0006242644,0.00020493126,0.000081838356,0.00049918,0.00054816017,0.00034633055,0.00017803909,0.00022595409,0.00009499811],"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":[0.00031529536,0.000053123276,0.025807403,0.00023426751,0.000021041935,0.00042345352,0.00040718348,0.0054663066,0.9298972,0.010453863,0.00030170096,0.02661912],"study_design_scores_gemma":[0.00006931566,0.00035738965,0.11392174,0.000037899244,0.000056730798,0.002862963,0.0007162997,0.10373286,0.75380933,0.01922411,0.0051226234,0.00008887414],"about_ca_topic_score_codex":0.00060673774,"about_ca_topic_score_gemma":0.0012557553,"teacher_disagreement_score":0.00085672515,"about_ca_system_score_codex":0.00016319435,"about_ca_system_score_gemma":0.00018055041,"threshold_uncertainty_score":0.0028660297},"labels":[],"label_agreement":null},{"id":"W4416890243","doi":"10.1016/j.actamat.2025.121790","title":"Deformation and rate controlling mechanisms in fine-grained magnesium","year":2025,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Narodowe Centrum Nauki","keywords":"Magnesium; Deformation (meteorology); Deformation mechanism; Strain rate; Microstructure","score_opus":0.009025338773959233,"score_gpt":0.2260916524617642,"score_spread":0.21706631368780496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416890243","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":[0.9988556,0.00028529327,0.00052983663,0.000013499396,0.000003138322,0.000009017243,0.000052020918,0.000026356507,0.00022525767],"genre_scores_gemma":[0.99941885,0.000082220286,0.00032192538,0.0000041061944,0.0000013841968,0.0000041246212,0.000043270393,0.0000056195454,0.000118491975],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998332,0.000011218703,0.00001563869,0.0000436189,0.00006413141,0.00003221564],"domain_scores_gemma":[0.9997962,0.000051315463,0.00007858116,0.000030258976,0.000025531937,0.00001819108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017631373,0.00022610406,0.00030398837,0.00024183869,0.00015553739,0.00032673313,0.00046939688,0.0002434101,0.00054765097],"category_scores_gemma":[0.0004287897,0.00021686101,0.0002717859,0.0001349225,0.00034021665,0.0003494964,0.00026471997,0.00021308332,0.000092052425],"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":[0.00014503082,0.00001648369,0.001822288,0.00006215916,0.000008492751,0.000051791692,0.00003297079,0.0016856793,0.9944239,0.000091207854,0.000015408436,0.001644683],"study_design_scores_gemma":[0.000026256504,0.00036377786,0.032420006,0.0000060969273,0.000013951349,0.00012983286,0.000039240826,0.011800327,0.9544899,0.00013903486,0.0005525725,0.000018900348],"about_ca_topic_score_codex":0.0015272871,"about_ca_topic_score_gemma":0.0024150168,"teacher_disagreement_score":0.0015272871,"about_ca_system_score_codex":0.0004962684,"about_ca_system_score_gemma":0.0001406718,"threshold_uncertainty_score":0.0036007166},"labels":[],"label_agreement":null},{"id":"W4416998927","doi":"10.1016/j.actamat.2025.121799","title":"A dual-bioinspired laminated approach enables high thermal conductivity and superior toughness in zero-thermal-expansion copper composites","year":2025,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Thermal Expansion and Ionic Conductivity","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Basic and Applied Basic Research Foundation of Guangdong Province; Hefei Institutes of Physical Science, Chinese Academy of Sciences; Chinese Academy of Sciences; National Natural Science Foundation of China; Canadian Anesthesiologists' Society","keywords":"Thermal conductivity; Copper; Composite number; Toughness; Isotropy; Structural material; Thermal expansion; FOIL method","score_opus":0.013252179483157649,"score_gpt":0.23912055472797678,"score_spread":0.22586837524481912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416998927","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":[0.9569309,0.0014520717,0.032581877,0.00017904247,0.00027323925,0.000044362212,0.00017244263,0.0010870558,0.007279043],"genre_scores_gemma":[0.96944517,0.00048051067,0.025736988,0.000095276904,0.000050631013,0.00005603819,0.0001145545,0.000106669264,0.0039142664],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998659,0.000015483674,0.000008951672,0.000048884747,0.000031504744,0.000029334191],"domain_scores_gemma":[0.9998511,0.000014770745,0.000055247932,0.00002618765,0.000029207025,0.000023417753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015524593,0.0005670454,0.00023209589,0.00035838777,0.00024315402,0.0003927519,0.0003203499,0.00048292428,0.00078629766],"category_scores_gemma":[0.0001570674,0.0003181897,0.00021298703,0.0001995561,0.00026502882,0.0003846146,0.000281573,0.0006259928,0.00044730987],"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":[0.000013199408,0.0000105322815,0.000028127712,0.00003557731,0.000002434082,0.00003166292,0.000010353884,0.0000649181,0.9985617,0.00011521664,0.00005380925,0.0010726174],"study_design_scores_gemma":[0.0000025462084,0.00005844797,0.00018748424,0.0000031096906,0.0000047481103,0.00007738167,0.0000053678386,0.0005767364,0.99798125,0.0000148488225,0.0010838923,0.000004191807],"about_ca_topic_score_codex":0.000116001276,"about_ca_topic_score_gemma":0.0005244586,"teacher_disagreement_score":0.00078629766,"about_ca_system_score_codex":0.00022247765,"about_ca_system_score_gemma":0.0001606475,"threshold_uncertainty_score":0.0026304722},"labels":[],"label_agreement":null},{"id":"W7117784991","doi":"10.1016/j.actamat.2025.121888","title":"Nanoscale interfacial melting enables bonding during high velocity microparticle impacts","year":2025,"lang":"en","type":"article","venue":"Acta Materialia","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Division of Materials Sciences and Engineering; Basic Energy Sciences; Natural Sciences and Engineering Research Council of Canada; Office of Science; U.S. Department of Energy","keywords":"Adhesion; Particle (ecology); Work (physics); Microparticle; Nanoscopic scale; Kinetics; Layer (electronics); Melting temperature","score_opus":0.011704900941527005,"score_gpt":0.2668259387563448,"score_spread":0.2551210378148178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117784991","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":[0.99210805,0.00036198544,0.0040093595,0.00006195108,0.000045274188,0.000017428656,0.000038715465,0.00011576339,0.0032413434],"genre_scores_gemma":[0.998147,0.00008561197,0.0005921372,0.000013187398,0.000008365681,0.0000091232305,0.000024472913,0.0000318083,0.0010883377],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997768,0.000011829213,0.000006278159,0.000042707157,0.00007393751,0.00008849407],"domain_scores_gemma":[0.99983823,0.000058638034,0.000035519257,0.000026295826,0.000020807227,0.000020453681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015538085,0.00029518275,0.00027673354,0.00024078447,0.00048629477,0.00065569475,0.00035362045,0.0004671005,0.003970646],"category_scores_gemma":[0.0004231637,0.00034183805,0.00018378896,0.00017638688,0.00042971203,0.0008633347,0.00077939616,0.000705212,0.0006218318],"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":[0.00011884808,0.000039193692,0.00034713143,0.000056552977,0.000008869689,0.000085889194,0.00014411756,0.00047093048,0.9934128,0.001282756,0.00020647273,0.0038263744],"study_design_scores_gemma":[0.000008527823,0.00011909124,0.0016261016,0.0000059949944,0.0000069281014,0.000045181892,0.0001286002,0.0041447836,0.9926174,0.00025288793,0.0010364807,0.000007958014],"about_ca_topic_score_codex":0.00031387398,"about_ca_topic_score_gemma":0.0005717926,"teacher_disagreement_score":0.003970646,"about_ca_system_score_codex":0.00031150848,"about_ca_system_score_gemma":0.00018212142,"threshold_uncertainty_score":0.0132831335},"labels":[],"label_agreement":null},{"id":"W986368555","doi":"10.1016/j.actamat.2015.07.016","title":"High resolution mapping of strain localization near twin boundaries in a nickel-based superalloy","year":2015,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Optical measurement and interference techniques","field":"Computer Science","cited_by":211,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada; Ministère du Développement Économique, de l’Innovation et de l’Exportation","keywords":"Materials science; Superalloy; Lüders band; Crystallite; Plasticity; Digital image correlation; Grain boundary; Slip (aerodynamics); Annealing (glass); Composite material; Grain size; Metallurgy; Deformation bands; Microstructure; Thermodynamics","score_opus":0.05412974869447032,"score_gpt":0.26381166985160753,"score_spread":0.2096819211571372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W986368555","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":[0.9954673,0.00016804268,0.002175836,0.00003902099,0.000008081856,0.0000060118045,0.00007026009,0.000059804832,0.0020056826],"genre_scores_gemma":[0.99744934,0.00005803589,0.0017573874,0.000005233057,0.00000213981,0.0000039770475,0.000042425112,0.000007968676,0.00067335326],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99991417,0.000005102083,0.000002327507,0.000019655101,0.000044467415,0.000014265953],"domain_scores_gemma":[0.99983144,0.00003581139,0.000037039685,0.000022549224,0.00004886414,0.000024184841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010416445,0.00015441902,0.00022781383,0.00031575613,0.00031681758,0.00033859524,0.00047229358,0.00024514968,0.00076889683],"category_scores_gemma":[0.00022404501,0.00014343332,0.00007999122,0.00024702246,0.00038002108,0.00033314058,0.0002607161,0.00026103025,0.00014480548],"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":[0.00026241562,0.000017976858,0.0008895109,0.000031097476,0.0000036474794,0.00015270205,0.000083507846,0.00039993002,0.99600047,0.00030494644,0.00005932259,0.001794376],"study_design_scores_gemma":[0.000026335596,0.00022875973,0.02270173,0.000008660407,0.000016265914,0.00028496556,0.00030199456,0.01143013,0.9638842,0.00019676005,0.00090492197,0.000015240884],"about_ca_topic_score_codex":0.002614553,"about_ca_topic_score_gemma":0.00433287,"teacher_disagreement_score":0.002614553,"about_ca_system_score_codex":0.00033030886,"about_ca_system_score_gemma":0.000309796,"threshold_uncertainty_score":0.0051986575},"labels":[],"label_agreement":null}]}