{"meta":{"query_hash":"2e3804d59cec","filters":{"venue":"Computational Materials Science"},"cohort_total":112,"direct_labels_cover":0,"predictions_cover":112,"exported":112,"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/2e3804d59cec","api":"https://metacan.xera.ac/api/v1/cohort?venue=Computational+Materials+Science"},"results":[{"id":"W1151404030","doi":"10.1016/j.commatsci.2015.08.007","title":"Load sharing inside multi-layered graphene nanosheets under bending and tension","year":2015,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Graphene research and applications","field":"Materials Science","cited_by":10,"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 Manitoba","funders":"","keywords":"Materials science; Interphase; Composite material; Shear modulus; Graphene; Modulus; Shear (geology); Anisotropy; Shear stress; Nanotechnology","score_opus":0.09357081143089561,"score_gpt":0.3388021712836581,"score_spread":0.24523135985276245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1151404030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799727,0.00010589739,0.01867024,0.00043221115,0.00033988553,0.00023009162,0.000028716446,0.000094793,0.00012544701],"genre_scores_gemma":[0.9697177,0.0000074129566,0.030010372,0.00013778271,0.000052022853,0.000029937335,0.000011297889,0.000011143683,0.000022379092],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99769676,0.00005043901,0.0002976827,0.00060963916,0.00090464385,0.00044082786],"domain_scores_gemma":[0.99861765,0.00007986519,0.00011045471,0.00023559574,0.0005790425,0.00037740622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015479017,0.00014708286,0.00017653921,0.00019941124,0.0005475899,0.00058054086,0.0004680439,0.000038229726,0.0000558199],"category_scores_gemma":[0.00027433,0.00012946171,0.000019470326,0.0005602931,0.0006947396,0.0006547382,0.00047565304,0.000050900588,0.00014283015],"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":[0.000014305672,0.000038313185,0.00037568487,0.00000937331,0.0000015176839,0.0000025581487,0.000120980454,0.0046007377,0.9772433,0.017420297,0.00006433235,0.00010859762],"study_design_scores_gemma":[0.0011259301,0.00009418891,0.04500383,0.000078431585,0.000008214026,0.000080107966,0.00034925767,0.01954591,0.79742646,0.13581404,0.00006651472,0.00040708674],"about_ca_topic_score_codex":0.0001329126,"about_ca_topic_score_gemma":0.000009327199,"teacher_disagreement_score":0.17981681,"about_ca_system_score_codex":0.000120928074,"about_ca_system_score_gemma":0.0004550078,"threshold_uncertainty_score":0.5598169},"labels":[],"label_agreement":null},{"id":"W1437465318","doi":"10.1016/j.commatsci.2015.07.012","title":"Computational homogenization of the debonding of particle reinforced composites: The role of interphases in interfaces","year":2015,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Composite Material Mechanics","field":"Engineering","cited_by":67,"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; National Science Foundation","keywords":"Homogenization (climate); Composite material; Materials science; Particle (ecology); Geology","score_opus":0.012576504565099192,"score_gpt":0.2313829992176082,"score_spread":0.218806494652509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1437465318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859492,0.000053170563,0.013310304,0.000024692396,0.0003851972,0.00016688314,0.000026168706,0.000018092922,0.00006629941],"genre_scores_gemma":[0.99756473,6.3777605e-7,0.0023969065,0.0000073882225,0.000011404806,0.000004711247,0.000005551882,0.0000068089244,0.0000018721845],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99892926,0.000050827955,0.0004588015,0.00009492155,0.00035622838,0.00010998779],"domain_scores_gemma":[0.999303,0.00013838834,0.00015702452,0.00012567909,0.00024964032,0.00002625925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044671822,0.00007777905,0.0001564752,0.00008829439,0.00003929296,0.000036538677,0.00042442413,0.000018164517,0.000013378845],"category_scores_gemma":[0.00010825007,0.000055582568,0.000019085797,0.0005365387,0.00026480944,0.00017826007,0.00015687414,0.000027015307,0.0000018003584],"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":[0.000012905891,0.0000071004833,0.0003022784,0.000015769072,0.000002547756,4.6982688e-8,0.000568552,0.50830317,0.48034367,0.010369745,0.0000016556519,0.00007259238],"study_design_scores_gemma":[0.0001251487,0.000022518636,0.0014883466,0.000059625636,0.000002981624,0.0000023425766,0.00012420646,0.42098913,0.5741056,0.0030449876,0.0000013856177,0.000033701042],"about_ca_topic_score_codex":0.000030180452,"about_ca_topic_score_gemma":0.0000025010397,"teacher_disagreement_score":0.09376197,"about_ca_system_score_codex":0.00005315225,"about_ca_system_score_gemma":0.00008470958,"threshold_uncertainty_score":0.22665913},"labels":[],"label_agreement":null},{"id":"W1967935186","doi":"10.1016/j.commatsci.2010.10.019","title":"Magnetic moments and exchange interaction in Sm(Co, Fe)5 from first-principles","year":2010,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Magnetic Properties of Alloys","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":"McGill University","funders":"","keywords":"Magnetization; Exchange interaction; Condensed matter physics; Magnetic moment; Chemistry; Field (mathematics); Materials science; Ferromagnetism; Magnetic field; Physics; Mathematics","score_opus":0.025752115891844528,"score_gpt":0.2653210831988239,"score_spread":0.23956896730697938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967935186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964822,0.000060750714,0.0001078945,0.00045721358,0.0018348683,0.00024321068,0.00004993651,0.000056020217,0.0007079353],"genre_scores_gemma":[0.9889654,0.000010035578,0.010589271,0.00016100974,0.00012741769,0.000040615163,0.00001537011,0.000011178623,0.00007970412],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99813324,0.0000514642,0.00038028607,0.0005632797,0.0005306802,0.00034104593],"domain_scores_gemma":[0.99922913,0.00015466787,0.00013174384,0.00024186134,0.000114676295,0.0001279069],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008121151,0.00016179484,0.00018998617,0.00021443835,0.00023398828,0.000526826,0.0005411522,0.000053556963,0.004249629],"category_scores_gemma":[0.00030155334,0.00014834714,0.000012892994,0.00020333163,0.0006768774,0.0006995701,0.0003562227,0.00009134376,0.00036343554],"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":[0.000034320798,0.000044885335,0.00096598134,0.000021854681,5.872681e-7,0.000004916744,0.00039734232,0.0008930069,0.99644744,0.00053809147,0.00005125889,0.00060028135],"study_design_scores_gemma":[0.00088389334,0.00018574143,0.394555,0.00009867237,0.000006908673,0.000034617064,0.00011411632,0.017834874,0.5756557,0.008650863,0.0015324776,0.00044715847],"about_ca_topic_score_codex":0.0006519956,"about_ca_topic_score_gemma":0.00022116784,"teacher_disagreement_score":0.4207918,"about_ca_system_score_codex":0.00005906092,"about_ca_system_score_gemma":0.00010519201,"threshold_uncertainty_score":0.99666065},"labels":[],"label_agreement":null},{"id":"W1970818803","doi":"10.1016/j.commatsci.2010.03.021","title":"Torsional buckling of carbon nanotubes based on nonlocal elasticity shell models","year":2010,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Nonlocal and gradient elasticity in micro/nano structures","field":"Materials Science","cited_by":98,"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; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Buckling; Torsion (gastropod); Elasticity (physics); Carbon nanotube; Zigzag; Materials science; Torque; Continuum mechanics; Molecular dynamics; SHELL model; Mechanics; Classical mechanics; Composite material; Physics; Mathematics; Geometry; Thermodynamics","score_opus":0.010265871273421582,"score_gpt":0.2372246727391555,"score_spread":0.22695880146573394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970818803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98153436,0.0000047055596,0.014623082,0.0000879114,0.0028930774,0.00016372252,0.0001634224,0.000057794772,0.00047190321],"genre_scores_gemma":[0.9727228,2.551789e-7,0.026840148,0.00018665557,0.00020417284,0.000007927937,0.000015602669,0.0000125433435,0.000009893463],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9973323,0.00006417798,0.0005023932,0.0005778406,0.0010802526,0.0004430531],"domain_scores_gemma":[0.998517,0.00044274033,0.00020568183,0.00025663344,0.0004082771,0.00016968107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084400823,0.00023230049,0.0003064379,0.00022930968,0.00034711463,0.00015456254,0.0007293477,0.00009155723,0.0005245755],"category_scores_gemma":[0.0002865171,0.00018948683,0.000053204436,0.00036235192,0.0014735019,0.0002699811,0.00016794507,0.00013874522,0.000039859075],"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":[0.000067248206,0.00007470421,0.00008276743,0.000023908913,0.000001051119,0.00000185647,0.00004338802,0.24026038,0.745324,0.014047859,0.000009618223,0.00006317875],"study_design_scores_gemma":[0.0002476557,0.00010664092,0.0022170462,0.00004862279,0.0000071547647,0.000008951951,0.0000073042825,0.22465652,0.7557236,0.016783698,0.0000105371855,0.00018224478],"about_ca_topic_score_codex":0.00008225654,"about_ca_topic_score_gemma":0.0000067249653,"teacher_disagreement_score":0.015603845,"about_ca_system_score_codex":0.00003869012,"about_ca_system_score_gemma":0.0004168451,"threshold_uncertainty_score":0.77270484},"labels":[],"label_agreement":null},{"id":"W1975591882","doi":"10.1016/j.commatsci.2011.11.020","title":"Mechanical properties of platinum nanowires: An atomistic investigation on single-crystalline and twinned structures","year":2012,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Boron and Carbon Nanomaterials Research","field":"Materials Science","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":"University of Manitoba","funders":"National Natural Science Foundation of China","keywords":"Nanowire; Materials science; Crystal twinning; Nucleation; Ductility (Earth science); Partial dislocations; Elastic modulus; Composite material; Condensed matter physics; Nanotechnology; Crystallography; Dislocation; Microstructure; Chemistry; Creep","score_opus":0.06828991480317977,"score_gpt":0.2811043593980004,"score_spread":0.21281444459482063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975591882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985718,0.000049269056,0.00036285928,0.00007296738,0.00053587183,0.0002678757,0.000043189735,0.00005780505,0.000038374616],"genre_scores_gemma":[0.9954658,0.0000016007064,0.0042092395,0.00010458238,0.00016137592,0.00001812605,0.000015766685,0.000014508547,0.000009014415],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976827,0.00022813931,0.0004551511,0.00037669094,0.0008454514,0.0004118626],"domain_scores_gemma":[0.9990013,0.000091362694,0.00019408677,0.00021030426,0.00024976573,0.00025315775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015206619,0.00017071055,0.00026459037,0.00015230809,0.00024009265,0.0002803681,0.0003624029,0.00006327034,0.0002717767],"category_scores_gemma":[0.00035911612,0.00013252046,0.000016452424,0.00022726548,0.0010311021,0.00073657226,0.00017330701,0.000040427403,0.000021472459],"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":[0.00012806953,0.00006763003,0.000047411773,0.00006532635,0.0000016934507,5.1039336e-7,0.00036509652,0.000489973,0.9772919,0.021419274,0.000005768662,0.00011736568],"study_design_scores_gemma":[0.0002971311,0.0002334618,0.0044637597,0.0000637108,0.0000054178513,0.000015767384,0.000076562916,0.0014019329,0.98694426,0.0063306754,0.000007822806,0.00015947982],"about_ca_topic_score_codex":0.000038784314,"about_ca_topic_score_gemma":0.000001932101,"teacher_disagreement_score":0.015088598,"about_ca_system_score_codex":0.000066712484,"about_ca_system_score_gemma":0.00020666196,"threshold_uncertainty_score":0.54040277},"labels":[],"label_agreement":null},{"id":"W1977019868","doi":"10.1016/j.commatsci.2009.11.020","title":"A novel microstructure – Grain boundary character based integrated modeling approach of intergranular stress corrosion crack propagation in polycrystalline materials","year":2009,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":17,"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; Misorientation; Intergranular corrosion; Grain boundary; Electron backscatter diffraction; Coalescence (physics); Stress corrosion cracking; Microstructure; Nucleation; Void (composites); Metallurgy; Crystallite; Fracture mechanics; Corrosion; Composite material; Thermodynamics","score_opus":0.01589311791839482,"score_gpt":0.2604675578045741,"score_spread":0.24457443988617927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977019868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8532401,0.000026364507,0.14470536,0.00007671136,0.0007856784,0.00057221024,0.0005233726,0.000059372127,0.0000108736185],"genre_scores_gemma":[0.95938057,0.0000022897725,0.03964226,0.00019411465,0.00006712295,0.000032627846,0.000648761,0.000019439842,0.000012803193],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99639463,0.00018418589,0.0011854281,0.0007582315,0.0009839232,0.00049361074],"domain_scores_gemma":[0.99854887,0.000035028028,0.00048429394,0.00032972856,0.00049133337,0.00011074766],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020545137,0.00033410723,0.0005427993,0.0004915129,0.00026023475,0.0004822871,0.00079693407,0.000103835955,0.0004097791],"category_scores_gemma":[0.00012737044,0.00028843433,0.000059347927,0.00078449264,0.0004667098,0.0007657431,0.00013051412,0.000109040055,0.000014497356],"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":[0.00019224813,0.00031618806,0.00008426859,0.000058813912,6.482385e-7,0.0000034940272,0.00018077967,0.033820216,0.96474844,0.00047163697,0.000006732716,0.000116535135],"study_design_scores_gemma":[0.000799419,0.00011874345,0.0016464402,0.00026165321,0.000013355671,0.000019423407,0.000071428076,0.07572767,0.9199987,0.001037867,0.00000592355,0.00029934704],"about_ca_topic_score_codex":0.0000620397,"about_ca_topic_score_gemma":0.000003411799,"teacher_disagreement_score":0.106140524,"about_ca_system_score_codex":0.00013943118,"about_ca_system_score_gemma":0.0004069131,"threshold_uncertainty_score":0.9999568},"labels":[],"label_agreement":null},{"id":"W1981685142","doi":"10.1016/j.commatsci.2014.09.015","title":"Modelling the role of slips and twins in magnesium alloys under cyclic shear","year":2014,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Magnesium Alloys: Properties and Applications","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":"McMaster University","funders":"Basic Energy Sciences; Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science","keywords":"Crystal twinning; Materials science; Critical resolved shear stress; Shear (geology); Simple shear; Pure shear; Shear stress; Slip (aerodynamics); Composite material; Metallurgy; Crystallography; Shear rate; Microstructure; Thermodynamics; Chemistry; Physics","score_opus":0.01640894375304187,"score_gpt":0.23170674406353278,"score_spread":0.21529780031049092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981685142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878854,0.00006441141,0.010436828,0.0006043639,0.00014586933,0.00019699165,0.000011159797,0.000024364412,0.0006305775],"genre_scores_gemma":[0.9924443,0.000003939965,0.007270874,0.00015501399,0.000058801346,0.00003139646,0.0000026865819,0.000008167961,0.000024863013],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99861056,0.00008560583,0.0003424901,0.00034021182,0.00037083685,0.0002502827],"domain_scores_gemma":[0.9993479,0.00013334319,0.000118427975,0.00022065427,0.00011945514,0.000060195456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012128626,0.00010812968,0.00016130763,0.00008579631,0.00039585007,0.00013869653,0.00046314296,0.000029232771,0.0001569008],"category_scores_gemma":[0.00004013445,0.00007634216,0.000015228634,0.0002748538,0.0006956442,0.00025386893,0.00026182368,0.00003879995,0.00003586361],"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":[0.0000068768427,0.000020164533,0.000055460798,0.000014207771,2.4935258e-7,6.0364876e-8,0.00024046667,0.25207552,0.681413,0.066060945,0.0000016774828,0.000111376125],"study_design_scores_gemma":[0.0002953205,0.00007129158,0.007766393,0.000025417077,0.000008985288,0.0000132439445,0.00038081288,0.45273992,0.42210996,0.11593048,0.0004201575,0.00023799072],"about_ca_topic_score_codex":0.00039271268,"about_ca_topic_score_gemma":0.000005995644,"teacher_disagreement_score":0.259303,"about_ca_system_score_codex":0.000022669103,"about_ca_system_score_gemma":0.00009201513,"threshold_uncertainty_score":0.31131428},"labels":[],"label_agreement":null},{"id":"W1981845575","doi":"10.1016/j.commatsci.2011.05.032","title":"Nanoscale vibration analysis of embedded multi-layered graphene sheets under various boundary conditions","year":2011,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Composite Material Mechanics","field":"Engineering","cited_by":33,"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":"Graphene; van der Waals force; Boundary value problem; Equations of motion; Materials science; Nyström method; Vibration; Quadrature (astronomy); Classical mechanics; Mathematical analysis; Physics; Nanotechnology; Mathematics; Molecule; Quantum mechanics","score_opus":0.026269274252585087,"score_gpt":0.2534360964249414,"score_spread":0.22716682217235634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981845575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7777791,0.000012871247,0.22078927,0.000007051526,0.00087592815,0.00012856642,0.00016092254,0.00013048427,0.000115778406],"genre_scores_gemma":[0.96800524,0.0000020700552,0.031786673,0.000033002885,0.000018805917,0.000015989366,0.00012071635,0.000014498047,0.0000029911528],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987681,0.000038438808,0.00040759615,0.00024929445,0.00032558458,0.00021100549],"domain_scores_gemma":[0.99936265,0.000041664945,0.000100397796,0.00020945576,0.0002064407,0.000079404286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024950044,0.0001405998,0.00026412102,0.0005480155,0.0001741584,0.00012158496,0.0002983564,0.00004724844,0.00054906856],"category_scores_gemma":[0.00002013741,0.00015077632,0.00005491365,0.0012457247,0.000224041,0.0003635525,0.00007613051,0.00003125468,0.000023994007],"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":[0.000008852139,0.00004564661,0.00004745756,0.000016195338,0.00007352764,0.0000011663448,0.00032633627,0.20906055,0.7839584,0.006432226,0.000005743649,0.000023920928],"study_design_scores_gemma":[0.00026892172,0.00004169736,0.095444374,0.000017748836,0.00014343167,0.0000056400067,0.000042160922,0.33956698,0.55250335,0.01174049,0.0000016809906,0.00022352606],"about_ca_topic_score_codex":0.000029022203,"about_ca_topic_score_gemma":0.000008567549,"teacher_disagreement_score":0.23145503,"about_ca_system_score_codex":0.00006495871,"about_ca_system_score_gemma":0.000082556355,"threshold_uncertainty_score":0.614848},"labels":[],"label_agreement":null},{"id":"W1987114335","doi":"10.1016/j.commatsci.2010.05.027","title":"FEM–DEM modeling of thermal conductivity of porous pigmented coatings","year":2010,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","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 Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Coating; Materials science; Thermal conductivity; Composite material; Porosity; Volume fraction; Layer (electronics); Thermal; Thermodynamics","score_opus":0.04783716515256689,"score_gpt":0.259433680921931,"score_spread":0.21159651576936409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987114335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977982,0.0000063850716,0.00015594716,0.00006038129,0.00071138894,0.00009507877,0.00009597483,0.000024229785,0.001052414],"genre_scores_gemma":[0.9982196,4.1049364e-7,0.0015437378,0.000024240911,0.00013907027,0.0000040334808,0.000018000132,0.0000064503974,0.000044429496],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988318,0.000032587825,0.00040711337,0.0001971679,0.00038417187,0.00014716637],"domain_scores_gemma":[0.998916,0.000047194477,0.00027498067,0.00012335341,0.00060145283,0.000037021906],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006089597,0.000097568234,0.0002448317,0.00008468948,0.00022216569,0.00015290875,0.00026996605,0.000020791489,0.002038843],"category_scores_gemma":[0.00009064379,0.000077278826,0.000037041005,0.00008374104,0.0009169017,0.00041853142,0.0000997692,0.000038932638,0.000010842311],"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":[0.000013069171,0.00003820573,0.000026472799,0.000029476356,0.000005818338,3.727422e-7,0.0027199541,0.008263348,0.9357305,0.053094648,0.000004959471,0.00007315113],"study_design_scores_gemma":[0.00049964344,0.00012207073,0.0017612916,0.00007297261,0.000054640004,0.0000090768735,0.00201652,0.05790489,0.9217553,0.015353041,0.00007232283,0.00037820358],"about_ca_topic_score_codex":0.000597895,"about_ca_topic_score_gemma":0.00005615409,"teacher_disagreement_score":0.049641542,"about_ca_system_score_codex":0.000011994515,"about_ca_system_score_gemma":0.00007991546,"threshold_uncertainty_score":0.9988734},"labels":[],"label_agreement":null},{"id":"W1991255590","doi":"10.1016/j.commatsci.2004.12.080","title":"Rational design of high-efficiency thermoelectric materials with low band gap conductive polymers","year":2005,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Advanced Thermoelectric Materials and Devices","field":"Materials Science","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 Saskatchewan; Steacie Institute for Molecular Sciences","funders":"","keywords":"Seebeck coefficient; Materials science; Thermoelectric effect; Thermoelectric materials; Electrical conductor; Polymer; Conductive polymer; Band gap; Electronic band structure; Optoelectronics; Engineering physics; Condensed matter physics; Composite material; Thermodynamics; Thermal conductivity; Physics","score_opus":0.015024916310194588,"score_gpt":0.25120132520344335,"score_spread":0.23617640889324876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991255590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9074945,0.00010356073,0.090686955,0.00013770428,0.0005565023,0.0005622531,0.00015216206,0.00009273011,0.00021367359],"genre_scores_gemma":[0.9639544,0.000009181199,0.035478916,0.00016643897,0.00021127677,0.00006209059,0.000031457585,0.000030338018,0.000055930494],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99638593,0.00024882145,0.0007904248,0.0007762423,0.00114653,0.0006520422],"domain_scores_gemma":[0.9979063,0.00031570368,0.0006924145,0.00031351563,0.0006221096,0.00014990414],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015296985,0.00034889733,0.0005579069,0.00032773084,0.00046665885,0.00033984653,0.00076293794,0.00007407142,0.0047158524],"category_scores_gemma":[0.00013411982,0.00026676702,0.00002899129,0.0009044345,0.0011403116,0.0011572731,0.00009349321,0.000053689284,0.0001657245],"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":[0.00035167395,0.00012191694,0.0000032674366,0.000032103162,0.000007802608,0.0000030891108,0.00018268693,0.0747808,0.9101361,0.014058528,0.00001520032,0.00030684433],"study_design_scores_gemma":[0.0007309956,0.0003483598,0.00085595745,0.000054731037,0.00001831746,0.000056968795,0.000034842444,0.0010305386,0.9899693,0.006534426,0.000010486617,0.00035506923],"about_ca_topic_score_codex":0.000078239165,"about_ca_topic_score_gemma":0.0000015829085,"teacher_disagreement_score":0.07983322,"about_ca_system_score_codex":0.00014363321,"about_ca_system_score_gemma":0.0008425833,"threshold_uncertainty_score":0.9999785},"labels":[],"label_agreement":null},{"id":"W1994140784","doi":"10.1016/j.commatsci.2011.06.032","title":"Determination of volume fraction of bainite in low carbon steels using artificial neural networks","year":2011,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","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":"Natural Resources Canada; Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bainite; Volume fraction; Isothermal process; Isothermal transformation diagram; Materials science; Fraction (chemistry); Volume (thermodynamics); Carbon fibers; Metallurgy; Transformation (genetics); Thermodynamics; Microstructure; Composite material; Austenite; Chemistry; Chromatography; Physics","score_opus":0.02870783384004534,"score_gpt":0.2320877391086411,"score_spread":0.20337990526859578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994140784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93941146,0.000017440592,0.05992676,0.0000012469776,0.00046669654,0.00009004068,0.0000049909277,0.000015026782,0.00006634213],"genre_scores_gemma":[0.99343324,0.000001037632,0.0065112077,0.0000063698735,0.00003674455,0.0000015337569,0.0000027532817,0.0000065440117,5.624003e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992472,0.000019781277,0.00033275873,0.00011189376,0.00015951804,0.00012888017],"domain_scores_gemma":[0.9996948,0.0000184014,0.0000899121,0.00006721422,0.00010452207,0.000025130186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025295487,0.00006781499,0.0001439101,0.00012428006,0.000025056594,0.000014866594,0.00012347015,0.000039138387,0.00004062408],"category_scores_gemma":[0.000026250424,0.000066364766,0.0000143501575,0.00021091365,0.00012088705,0.0002249283,0.000030802323,0.000037958456,5.6863973e-7],"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":[0.000016959799,0.000009561715,0.00006762331,0.000037580503,8.2489447e-7,6.324644e-7,0.00012992267,0.35121223,0.64685,0.00023849744,1.5119491e-7,0.0014360193],"study_design_scores_gemma":[0.000047822374,0.000022737446,0.003746637,0.000031261745,0.0000022643528,0.0000021645596,0.000019277168,0.65572846,0.3379192,0.0024318062,1.4995621e-7,0.00004824037],"about_ca_topic_score_codex":0.00006475815,"about_ca_topic_score_gemma":0.0000022640982,"teacher_disagreement_score":0.30893078,"about_ca_system_score_codex":0.000039598766,"about_ca_system_score_gemma":0.000024706682,"threshold_uncertainty_score":0.27062765},"labels":[],"label_agreement":null},{"id":"W1996049179","doi":"10.1016/j.commatsci.2009.04.043","title":"Modeling the effect of grain clustering on the intergranular crack-propagation behaviour in polycrystalline materials","year":2009,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Corrosion Behavior and Inhibition","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":"McGill University","funders":"McGill University","keywords":"Materials science; Grain boundary; Percolation (cognitive psychology); Voronoi diagram; Microstructure; Cluster (spacecraft); Misorientation; Cluster analysis; Percolation threshold; Monte Carlo method; Statistical physics; Composite material; Geometry; Physics; Statistics; Computer science; Mathematics; Psychology","score_opus":0.015161103172870994,"score_gpt":0.2750445007777086,"score_spread":0.2598833976048376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996049179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98608345,0.000011683123,0.011792877,0.0006839955,0.00075373444,0.00056945306,0.000047593505,0.000039074712,0.00001814405],"genre_scores_gemma":[0.999354,0.0000020532439,0.00030357673,0.00018681397,0.00007359443,0.00004005601,0.000023447785,0.000009671638,0.000006776184],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99757165,0.0003584857,0.00064431,0.00038769507,0.0007347237,0.00030312873],"domain_scores_gemma":[0.99913263,0.00017266627,0.0002079143,0.00029698992,0.0001449844,0.000044814373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036233296,0.0001924696,0.0002608293,0.00017808293,0.0003629175,0.00031597426,0.0006075774,0.00004639986,0.00021937126],"category_scores_gemma":[0.00022859008,0.00010955828,0.00004308114,0.0004040339,0.0003089431,0.00038320653,0.00012580224,0.00007828398,0.000034140237],"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":[0.00013757109,0.00003220255,0.000035114906,0.000010083921,1.7509086e-7,0.0000018752422,0.00016396177,0.06272388,0.9357159,0.0010263525,0.000011585961,0.00014125257],"study_design_scores_gemma":[0.0003226727,0.00039100702,0.0027074595,0.00017426303,0.000008345298,0.000012458539,0.00004429081,0.03701985,0.9574592,0.0017303928,8.354236e-7,0.00012922235],"about_ca_topic_score_codex":0.00007379618,"about_ca_topic_score_gemma":0.000007200736,"teacher_disagreement_score":0.025704037,"about_ca_system_score_codex":0.00009032009,"about_ca_system_score_gemma":0.000061825434,"threshold_uncertainty_score":0.44676566},"labels":[],"label_agreement":null},{"id":"W1999127196","doi":"10.1016/j.commatsci.2011.02.018","title":"Temporal development of melt-pool morphology and clad geometry in laser powder deposition","year":2011,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":99,"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":"Deposition (geology); Materials science; Morphology (biology); Geometry; Substrate (aquarium); Temperature gradient; Laser; Dilution; Finite element method; Material properties; A priori and a posteriori; Mechanics; Composite material; Optics; Thermodynamics; Geology; Physics","score_opus":0.020332420059456808,"score_gpt":0.22667418589966284,"score_spread":0.20634176584020603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999127196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99404824,0.000021994067,0.0054405318,0.000004326887,0.00023294234,0.000065100234,0.000017653723,0.000031100786,0.0001381194],"genre_scores_gemma":[0.97659296,0.0000025037666,0.023339787,0.00001641005,0.000015107424,0.000008918296,0.000015957907,0.000006448892,0.000001911557],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99936056,0.0000134986085,0.00023289972,0.000138641,0.00012196666,0.00013245073],"domain_scores_gemma":[0.9998065,0.000024016503,0.000044005603,0.000043304586,0.000050243336,0.00003193066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023983172,0.000078571335,0.000122319,0.00015487979,0.000050525454,0.00002693235,0.00009887135,0.000027886157,0.00021123761],"category_scores_gemma":[0.000016689717,0.00007378052,0.000004798687,0.00013428558,0.0001553023,0.00018212905,0.000052674208,0.000020719539,0.000010762764],"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":[0.000046475947,0.00005611856,0.0015783967,0.00032528592,0.0000110596075,0.000012893235,0.001767345,0.008390793,0.9838645,0.000863098,0.000027258962,0.003056817],"study_design_scores_gemma":[0.00010047897,0.000012987657,0.17513368,0.000023376459,0.0000012340382,0.000009194311,0.000021420376,0.00026089975,0.8225577,0.0017937368,0.0000075115495,0.00007780049],"about_ca_topic_score_codex":0.000017010532,"about_ca_topic_score_gemma":0.0000031827203,"teacher_disagreement_score":0.17355527,"about_ca_system_score_codex":0.00002306912,"about_ca_system_score_gemma":0.00004699836,"threshold_uncertainty_score":0.3008682},"labels":[],"label_agreement":null},{"id":"W2005123594","doi":"10.1016/j.commatsci.2013.06.050","title":"Numerical analyses of 3D orthogonal woven composite under three-point bending from multi-scale microstructure approach","year":2013,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Mechanical Behavior of Composites","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":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Materials science; Composite material; Bending; Volume fraction; Microstructure; Finite element method; Beam (structure); Composite number; Fiber; Three point flexural test; Surface layer; Layer (electronics); Deformation (meteorology); Structural engineering","score_opus":0.035321808138362026,"score_gpt":0.2853949112408609,"score_spread":0.25007310310249886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005123594","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6685003,0.000041203653,0.3308511,0.000018537134,0.0002525203,0.00014885947,0.000069612215,0.000079625635,0.000038216353],"genre_scores_gemma":[0.72157687,5.7571475e-7,0.2782409,0.000029582501,0.000041986976,0.000012864978,0.000080501886,0.000015329868,0.00000141582],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99832886,0.000035092355,0.0004677169,0.00035859534,0.0005144384,0.0002953076],"domain_scores_gemma":[0.9991992,0.00012614568,0.000106312735,0.00021060214,0.00021395508,0.00014375107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001583878,0.00020339804,0.0003432741,0.00013594083,0.00012977354,0.00020604738,0.0005122644,0.000066869885,0.0005542518],"category_scores_gemma":[0.000018692928,0.00018160864,0.00004852658,0.00044652077,0.00026881736,0.00038534607,0.000136027,0.00009824936,0.00006265293],"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":[0.0000037146772,0.000028577553,0.00071080687,0.000014945584,0.000010976701,4.071929e-7,0.000042137908,0.26901934,0.7298149,0.00020247331,0.000010967755,0.0001407676],"study_design_scores_gemma":[0.00021979077,0.00001653278,0.2071477,0.00002796108,0.000019371422,0.000009047494,0.000011904895,0.3740063,0.41489542,0.0034411289,0.0000010061509,0.00020384324],"about_ca_topic_score_codex":0.00010546281,"about_ca_topic_score_gemma":0.0000010563583,"teacher_disagreement_score":0.31491947,"about_ca_system_score_codex":0.000068295936,"about_ca_system_score_gemma":0.00004609314,"threshold_uncertainty_score":0.74057853},"labels":[],"label_agreement":null},{"id":"W2008035147","doi":"10.1016/j.commatsci.2009.03.018","title":"An experimental verification of the finite element modelling of equal channel angular pressing","year":2009,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":46,"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":"Finite element method; Materials science; Pressing; Stroke (engine); Hardening (computing); Strain hardening exponent; Structural engineering; Composite material; Mechanics; Mechanical engineering; Physics; Engineering","score_opus":0.04564805057640922,"score_gpt":0.2836712430240019,"score_spread":0.23802319244759265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008035147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90852714,0.00006885582,0.09082683,0.000032396434,0.00033283953,0.00014805347,0.000025986668,0.000013642774,0.000024257914],"genre_scores_gemma":[0.989827,8.670968e-7,0.010029914,0.00008328763,0.000042532098,0.0000032258388,0.0000057371235,0.000003742574,0.0000037044601],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987357,0.0000532135,0.00035514988,0.00023887104,0.0004565628,0.00016048456],"domain_scores_gemma":[0.9993079,0.000021902553,0.00023793182,0.00021650246,0.00017551547,0.000040294042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005927965,0.00008465905,0.00013844357,0.000045448924,0.00019681297,0.000070863505,0.0004888331,0.000024904355,0.000090908296],"category_scores_gemma":[0.00003191916,0.000058174453,0.000023424836,0.00015096903,0.00030846288,0.00034741813,0.00006576973,0.00002258043,0.0000030215372],"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":[0.000022488048,0.000041872347,7.2186447e-7,0.000007910973,3.8912106e-7,6.358786e-8,0.00050176575,0.2411188,0.75314295,0.0051060435,0.0000019051033,0.00005507703],"study_design_scores_gemma":[0.00010717588,0.000112765745,0.00021754655,0.00003523016,0.000003290961,0.0000015340144,0.00007840262,0.06457048,0.9235718,0.011234959,0.0000020645618,0.00006472385],"about_ca_topic_score_codex":0.000016264557,"about_ca_topic_score_gemma":9.7093185e-8,"teacher_disagreement_score":0.17654833,"about_ca_system_score_codex":0.00002682977,"about_ca_system_score_gemma":0.000112339476,"threshold_uncertainty_score":0.23722853},"labels":[],"label_agreement":null},{"id":"W2014433034","doi":"10.1016/j.commatsci.2007.06.007","title":"Discrete element modeling of the mechanical response of pigment containing coating layers under compression","year":2007,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Material Properties and Processing","field":"Engineering","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":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Coating; Compression (physics); Materials science; Composite material; Pigment; Element (criminal law); Finite element method; Mechanical compression; Structural engineering; Chemistry; Engineering; Biomedical engineering","score_opus":0.029791223281500172,"score_gpt":0.2733800238257638,"score_spread":0.24358880054426366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014433034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7926015,0.000021847902,0.20676209,0.00002684545,0.0003792797,0.000092371425,0.000006952283,0.000019941086,0.00008912599],"genre_scores_gemma":[0.99317706,0.000001021902,0.006757711,0.000027661777,0.000023703138,0.0000020187467,0.0000016440122,0.0000075124176,0.0000016521369],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99883306,0.000045171,0.00043057546,0.000119417615,0.0003949286,0.0001768196],"domain_scores_gemma":[0.99955165,0.00009352259,0.00010585011,0.000098612734,0.00011446149,0.00003590597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001863259,0.000079089215,0.00013627396,0.000051579365,0.00015190306,0.00004534466,0.00023915374,0.000022020096,0.000025520241],"category_scores_gemma":[0.0000613627,0.000055075558,0.000019982794,0.00015123087,0.00012166434,0.00012147055,0.00013504284,0.000033050197,7.0815554e-7],"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":[0.00008350785,0.0000027068318,0.000008567694,0.000033735218,0.0000016260019,7.159272e-8,0.00013968578,0.48359218,0.51534086,0.0007516158,9.222796e-7,0.000044518514],"study_design_scores_gemma":[0.0001113243,0.000025147905,0.00046897013,0.0001490391,0.0000025764878,0.0000012646825,0.00020379895,0.47625324,0.5217136,0.0010194476,0.0000018922062,0.000049678572],"about_ca_topic_score_codex":0.00001631001,"about_ca_topic_score_gemma":6.859074e-7,"teacher_disagreement_score":0.20057553,"about_ca_system_score_codex":0.000055620418,"about_ca_system_score_gemma":0.00006379206,"threshold_uncertainty_score":0.22459161},"labels":[],"label_agreement":null},{"id":"W2024209781","doi":"10.1016/j.commatsci.2012.11.029","title":"Characterization of material properties and heat source parameters in welding simulation of two overlapping beads on a substrate plate","year":2013,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":81,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Welding; Materials science; Heat transfer; Substrate (aquarium); Characterization (materials science); Discretization; Mechanics; Convection; Composite material; Mathematics","score_opus":0.024973043430317952,"score_gpt":0.23721524736052316,"score_spread":0.2122422039302052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024209781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99534076,0.0000051426714,0.004225867,0.000013716689,0.00013424426,0.00019953531,0.0000120715,0.000047994796,0.000020653213],"genre_scores_gemma":[0.99820554,0.0000059320337,0.0017371516,0.0000063820316,0.000015618705,0.000011115446,0.000009548434,0.000007690574,0.0000010151394],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99930316,0.000018001081,0.00027202955,0.00012227136,0.00016688397,0.000117678246],"domain_scores_gemma":[0.9997664,0.000040543477,0.000057195488,0.00005369389,0.000059433896,0.00002270244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016535106,0.00008154205,0.00014171156,0.00015324216,0.00004011732,0.00008449372,0.00008527954,0.000025635487,0.000013534877],"category_scores_gemma":[0.000020269756,0.00007093651,0.000008269705,0.00015722917,0.00013693536,0.0002975663,0.00003098826,0.0000230236,0.0000010194559],"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":[0.0000062692543,0.0000041362746,0.0001273765,0.000044190674,9.947631e-7,8.880794e-8,0.000073260766,0.4835438,0.5160583,0.000057092017,1.7341746e-7,0.00008425417],"study_design_scores_gemma":[0.000096533586,0.00003062652,0.023055471,0.00020405918,0.0000013708034,9.12892e-7,0.00001089858,0.17572656,0.8003419,0.00046541958,4.5309085e-7,0.00006579937],"about_ca_topic_score_codex":0.000125989,"about_ca_topic_score_gemma":8.332278e-7,"teacher_disagreement_score":0.30781725,"about_ca_system_score_codex":0.000031149175,"about_ca_system_score_gemma":0.000014056313,"threshold_uncertainty_score":0.2892707},"labels":[],"label_agreement":null},{"id":"W2032554692","doi":"10.1016/j.commatsci.2004.12.062","title":"Rearrangement of local stress and strain fields due to damage initiation in a model composite system","year":2005,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Aluminum Alloys Composites 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":"University of British Columbia","funders":"","keywords":"Strain (injury); Composite number; Stress (linguistics); Materials science; Composite material; Chemistry; Biology","score_opus":0.013056057969492068,"score_gpt":0.2237072124952648,"score_spread":0.2106511545257727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032554692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85763127,0.000015486417,0.1418367,0.000056608344,0.00006689226,0.00013225312,0.000045213634,0.000040825136,0.00017476587],"genre_scores_gemma":[0.9797897,6.9397123e-7,0.020126719,0.000032850567,0.000020464378,0.000012221224,0.00000889685,0.000006529556,0.0000019732374],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999241,0.000018210238,0.00024400793,0.00013995754,0.0002258968,0.00013093633],"domain_scores_gemma":[0.99975705,0.000026259891,0.000027540998,0.000075986056,0.000066450506,0.000046731842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024685625,0.000076797565,0.0001283903,0.00014593489,0.000040086186,0.00005931493,0.00014558861,0.000022456317,0.0000061706387],"category_scores_gemma":[0.000005745129,0.0000778166,0.0000064609667,0.00015756849,0.00010292292,0.00023977002,0.00007118465,0.00002791849,0.000005804339],"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":[0.000006881493,0.000008007014,0.000066003195,0.0000891222,0.0000014457055,0.0000014330443,0.0005190125,0.776214,0.2213243,0.0013897779,0.0000035306737,0.00037648363],"study_design_scores_gemma":[0.00013713943,0.000020656167,0.017730825,0.00013377778,0.0000019003359,0.000004264976,0.00008821698,0.8896783,0.09197117,0.00015017977,5.914427e-7,0.0000830056],"about_ca_topic_score_codex":0.000016878646,"about_ca_topic_score_gemma":0.000015172594,"teacher_disagreement_score":0.12935314,"about_ca_system_score_codex":0.00010364211,"about_ca_system_score_gemma":0.000032286545,"threshold_uncertainty_score":0.3173269},"labels":[],"label_agreement":null},{"id":"W2036525927","doi":"10.1016/j.commatsci.2010.09.020","title":"Numerical formability assessment in single crystals of magnesium","year":2010,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Metal Forming Simulation Techniques","field":"Engineering","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":"University of Waterloo","funders":"","keywords":"Necking; Crystal twinning; Formability; Materials science; Plasticity; Slip (aerodynamics); Viscoplasticity; Shear band; Crystallography; Composite material; Thermodynamics; Physics; Constitutive equation; Chemistry; Finite element method; Microstructure","score_opus":0.012929167934805856,"score_gpt":0.2852998002596098,"score_spread":0.27237063232480396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036525927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97517705,0.0000016849691,0.023159493,0.00001773508,0.0005218122,0.00012226476,0.0000081725,0.00009862495,0.00089315895],"genre_scores_gemma":[0.93739355,9.291675e-8,0.0625618,0.0000075034095,0.0000160783,0.000008651097,0.0000047971566,0.0000053453305,0.000002191837],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991303,0.000013531182,0.00031758827,0.000121101184,0.00028486172,0.00013260708],"domain_scores_gemma":[0.99962866,0.00006931569,0.000046461555,0.000119888544,0.00009958955,0.00003607813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069892104,0.00006609354,0.00012534407,0.00013600604,0.000031154686,0.000042511354,0.00019016973,0.00002753202,0.00017365045],"category_scores_gemma":[0.000088005116,0.00006430909,0.000013698325,0.00030507808,0.00016914966,0.00033408165,0.000034799654,0.000057844558,0.000004750067],"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":[0.000001692775,0.000029020852,0.0006915008,0.000044694367,3.7859797e-7,2.6491244e-7,0.000037591657,0.0383033,0.95149946,0.008963502,0.0000045045335,0.000424067],"study_design_scores_gemma":[0.0001093561,0.00003347326,0.13018858,0.000008787718,0.0000011299619,0.000003988424,0.0000047873414,0.08677603,0.74571013,0.037030604,0.000027536456,0.000105593834],"about_ca_topic_score_codex":0.000009563602,"about_ca_topic_score_gemma":0.000001064486,"teacher_disagreement_score":0.20578936,"about_ca_system_score_codex":0.000050007533,"about_ca_system_score_gemma":0.000063257736,"threshold_uncertainty_score":0.26224485},"labels":[],"label_agreement":null},{"id":"W2043700164","doi":"10.1016/j.commatsci.2005.12.011","title":"Interface mobility in case of the austenite-to-ferrite phase transformation","year":2006,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","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 British Columbia","funders":"","keywords":"Dilatometer; Austenite; Materials science; Ferrite (magnet); Solvent drag; Volume fraction; Kinetics; Planar; Phase (matter); Work (physics); Thermodynamics; Metallurgy; Composite material; Microstructure; Chemistry; Thermal expansion; Classical mechanics; Physics","score_opus":0.010087904639180193,"score_gpt":0.254979387957806,"score_spread":0.2448914833186258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043700164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98585796,0.000013810531,0.013325115,0.000054281198,0.00031599868,0.00021781329,0.00004320785,0.000021779273,0.00015004454],"genre_scores_gemma":[0.99911433,2.4636162e-7,0.0008295768,0.000024105564,0.000014950984,0.0000056359067,0.0000018240056,0.0000036408733,0.000005675304],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993871,0.000015095029,0.00026097547,0.00009729688,0.00012344512,0.00011609332],"domain_scores_gemma":[0.9997843,0.000018901943,0.000022552824,0.00009075517,0.000058978036,0.000024501696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026420504,0.000060655533,0.00008691301,0.000060678798,0.000051934356,0.000034996174,0.00017202976,0.000018762254,0.000035851248],"category_scores_gemma":[0.000017588523,0.00004354199,0.000014087387,0.000266196,0.000097048374,0.00018645621,0.00003287046,0.000032528224,0.0000060832276],"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":[0.000008047317,0.00001392381,0.0000024015944,0.000028434766,3.9424145e-7,0.0000013019448,0.00017330806,0.29714978,0.7014882,0.00074188894,0.000010880306,0.00038144743],"study_design_scores_gemma":[0.00029377404,0.000025600817,0.0010509908,0.000032548975,0.0000019481306,0.000059659233,0.000039344166,0.032461707,0.9629634,0.00294691,0.000053300217,0.000070813],"about_ca_topic_score_codex":0.00009223345,"about_ca_topic_score_gemma":0.000024081628,"teacher_disagreement_score":0.26468807,"about_ca_system_score_codex":0.00005056514,"about_ca_system_score_gemma":0.000023810871,"threshold_uncertainty_score":0.17755908},"labels":[],"label_agreement":null},{"id":"W2043868564","doi":"10.1016/j.commatsci.2008.01.002","title":"Numerical simulation of laser full penetration welding","year":2008,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Welding Techniques and Residual Stresses","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":"Carleton University","funders":"","keywords":"Welding; Thermal conductivity; Materials science; Péclet number; Finite element method; Mechanics; Weld pool; Thermal conduction; Penetration depth; Heat flux; Line source; Conical surface; Parametric statistics; Heat transfer; Structural engineering; Composite material; Optics; Arc welding; Physics; Engineering; Gas tungsten arc welding; Mathematics","score_opus":0.02167413726178931,"score_gpt":0.2618891034046404,"score_spread":0.2402149661428511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043868564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8929427,0.000013931134,0.106359534,0.000013724249,0.00018760387,0.00005461195,0.000004948024,0.000119359385,0.00030354864],"genre_scores_gemma":[0.9881756,0.000006236211,0.011742226,0.0000075254907,0.000049697403,0.0000029712671,0.000006878242,0.0000055835244,0.0000033312047],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993882,0.000008807909,0.0001692797,0.00009727896,0.00023789227,0.00009854921],"domain_scores_gemma":[0.99973595,0.00005806556,0.000034968816,0.000056545174,0.00008550165,0.000028993487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000118343494,0.000055978504,0.00008015178,0.000076232565,0.00010656198,0.000024757017,0.00011403592,0.000022533635,0.00006859178],"category_scores_gemma":[0.000036966027,0.000051860938,0.000011888033,0.00021890756,0.000117548945,0.00018871503,0.000017994118,0.000020690943,0.000008738855],"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":[0.000003108372,0.000005877022,0.00007242582,0.000014077367,9.78986e-7,8.485649e-7,0.000036247297,0.90987146,0.08975009,0.000133405,0.000052545245,0.00005893599],"study_design_scores_gemma":[0.000058871865,0.00002898539,0.012312711,0.000019208077,0.0000014382855,0.000009941438,0.0000028979084,0.2558174,0.73013645,0.0014939519,0.000038076432,0.00008005617],"about_ca_topic_score_codex":0.0000065612394,"about_ca_topic_score_gemma":1.2503828e-7,"teacher_disagreement_score":0.65405405,"about_ca_system_score_codex":0.000024844892,"about_ca_system_score_gemma":0.000029307557,"threshold_uncertainty_score":0.21148276},"labels":[],"label_agreement":null},{"id":"W2043967560","doi":"10.1016/j.commatsci.2012.05.040","title":"A modified Morse potential accounting for non-zero temperature in molecular statics for Nickel crystals","year":2012,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"High-pressure geophysics and materials","field":"Earth and Planetary Sciences","cited_by":2,"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 Calgary","funders":"","keywords":"Statics; Nickel; Interatomic potential; Molecular dynamics; Morse potential; Thermodynamics; Morse code; Zero (linguistics); Materials science; Thermal; Crystal (programming language); Thermal expansion; Stress (linguistics); Chemistry; Statistical physics; Computational chemistry; Physics; Metallurgy; Classical mechanics; Atomic physics","score_opus":0.011454349815313365,"score_gpt":0.24199898270471076,"score_spread":0.2305446328893974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043967560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95982707,0.000029687375,0.03685208,0.00007775063,0.001510472,0.00069995574,0.00093218655,0.000018944074,0.000051880783],"genre_scores_gemma":[0.9645167,0.0000013365463,0.03468673,0.00017176059,0.00024349715,0.000027437942,0.00032304515,0.0000069663456,0.000022533726],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99837273,0.000034708155,0.00036215378,0.00030343197,0.0003662533,0.0005607031],"domain_scores_gemma":[0.9992383,0.00015863864,0.00015588888,0.00012358787,0.00020589505,0.000117686766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012604815,0.00015687374,0.0002462167,0.000128154,0.00027944188,0.0003834604,0.0003256433,0.000057899408,0.00007769044],"category_scores_gemma":[0.00011827503,0.00013809287,0.000041125382,0.0002348303,0.00014595248,0.0006891695,0.00003195912,0.000033095504,0.00002032396],"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":[0.00008468133,0.00003881467,0.00043639453,0.00010679136,0.000007150016,0.0000016955544,0.0002452938,0.26020783,0.7344761,0.004052423,0.00015361303,0.00018925568],"study_design_scores_gemma":[0.0041597793,0.00042669848,0.19882086,0.0002058991,0.00009651246,0.00003383387,0.00026319583,0.28820443,0.38120648,0.124221444,0.00066955213,0.0016913185],"about_ca_topic_score_codex":0.00011445752,"about_ca_topic_score_gemma":0.000006190548,"teacher_disagreement_score":0.3532696,"about_ca_system_score_codex":0.00000899243,"about_ca_system_score_gemma":0.0001780608,"threshold_uncertainty_score":0.56312644},"labels":[],"label_agreement":null},{"id":"W2048140770","doi":"10.1016/j.commatsci.2014.04.012","title":"Molecular separation with carbon nanotubes","year":2014,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":6,"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":"Canada Research Chairs","keywords":"Carbon nanotube; Nanopore; Nanotube; Molecular dynamics; Materials science; Impulse (physics); Graphene; Nanotechnology; Molecule; van der Waals force; Nanoparticle; Chemical physics; Chemical engineering; Chemistry; Computational chemistry; Organic chemistry","score_opus":0.006245727651781827,"score_gpt":0.2167565672029695,"score_spread":0.21051083955118768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048140770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97239697,0.000036073867,0.025462646,0.000036243007,0.00029927812,0.00006894476,0.00000336896,0.000120460936,0.0015760184],"genre_scores_gemma":[0.99737835,0.0000029007288,0.002505628,0.00003530859,0.000044813347,0.000010835642,0.000008523599,0.000008365762,0.000005275974],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99935323,0.0000074556424,0.00011167583,0.0001388323,0.00024335756,0.0001454589],"domain_scores_gemma":[0.99978155,0.0000172551,0.00001642203,0.000069526905,0.00008173157,0.000033530585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016696584,0.000082812745,0.000096389886,0.000072565635,0.00009167885,0.000045535784,0.000102249054,0.000014323906,0.00000798756],"category_scores_gemma":[0.000006558183,0.000068178415,0.000007838419,0.00022654103,0.00013590256,0.00011188229,0.000010807773,0.00001620763,0.000009867315],"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":[0.0000051986935,0.000005342066,0.000090821566,0.000021862374,0.000005331552,0.0000020463146,0.000111613066,0.47722656,0.5173265,0.0050571254,0.0000127099975,0.00013494304],"study_design_scores_gemma":[0.0002087004,0.000069290596,0.0051712757,0.000029099663,0.000008747775,0.000008012324,0.000010917724,0.058315333,0.93164897,0.0041695717,0.00016408268,0.00019599684],"about_ca_topic_score_codex":0.00000505974,"about_ca_topic_score_gemma":0.0000014899726,"teacher_disagreement_score":0.41891122,"about_ca_system_score_codex":0.000018718982,"about_ca_system_score_gemma":0.000024923609,"threshold_uncertainty_score":0.2780235},"labels":[],"label_agreement":null},{"id":"W2048427570","doi":"10.1016/j.commatsci.2005.05.010","title":"Non-isothermal finite element modeling of a shape memory alloy actuator using ANSYS","year":2005,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Shape Memory Alloy Transformations","field":"Materials Science","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":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Shape-memory alloy; Finite element method; Actuator; Materials science; Bilinear interpolation; Isothermal process; Transformation (genetics); Hysteresis; Morphing; Smart material; Computer science; Mechanical engineering; Stress (linguistics); Structural engineering; Representation (politics); Engineering; Physics; Composite material","score_opus":0.03559931882984704,"score_gpt":0.288910522118429,"score_spread":0.2533112032885819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048427570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93878275,0.0000138336345,0.059885554,0.00013274602,0.00046944065,0.00031874233,0.00009413547,0.000067207875,0.00023558193],"genre_scores_gemma":[0.9037655,0.0000015625288,0.09579198,0.00022618956,0.00015676023,0.000018682913,0.000012747237,0.000018008235,0.000008577275],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99733436,0.000058657024,0.0007802018,0.0004340965,0.0009349835,0.00045770415],"domain_scores_gemma":[0.99885494,0.00010565959,0.00025142916,0.0002574535,0.00039344278,0.00013705209],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015307281,0.00020611967,0.0002896546,0.0002629673,0.00040674457,0.00020764142,0.0007129766,0.000047928155,0.0021626463],"category_scores_gemma":[0.00008375045,0.00019878849,0.00005313793,0.00042121197,0.0004243603,0.00137653,0.00014410856,0.00005397425,0.00022026246],"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":[0.000014306539,0.000036491663,0.0000066570033,0.000019919673,0.0000019611389,5.6071855e-7,0.00048076955,0.49101272,0.5080786,0.00024013134,0.0000031930524,0.00010471474],"study_design_scores_gemma":[0.0002857388,0.000026710437,0.00020520684,0.000043215,0.000009887922,0.00001033006,0.00008013728,0.65144587,0.3475176,0.00021773993,0.000008219953,0.00014935603],"about_ca_topic_score_codex":0.000033182892,"about_ca_topic_score_gemma":0.0000033867161,"teacher_disagreement_score":0.16056098,"about_ca_system_score_codex":0.00015176056,"about_ca_system_score_gemma":0.0005521031,"threshold_uncertainty_score":0.9987495},"labels":[],"label_agreement":null},{"id":"W2048768636","doi":"10.1016/j.commatsci.2012.07.032","title":"FEM modeling of the flow curves and failure modes of dual phase steels with different martensite volume fractions using actual microstructure as the representative volume","year":2012,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":57,"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 British Columbia","keywords":"Materials science; Microstructure; Martensite; Dual-phase steel; Ductility (Earth science); Volume (thermodynamics); Phase (matter); Finite element method; Plasticity; Deformation (meteorology); Scanning electron microscope; Composite material; Metallurgy; Structural engineering; Thermodynamics; Chemistry; Creep","score_opus":0.019599419260574607,"score_gpt":0.25139710950963684,"score_spread":0.23179769024906224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048768636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808677,0.00024862235,0.018112248,0.00013330633,0.0002444788,0.00023587317,0.00013047684,0.000016355334,0.000010943426],"genre_scores_gemma":[0.99594545,0.000008882069,0.0038916871,0.000062107196,0.000057367663,0.0000036538434,0.000007095765,0.000011440373,0.000012331412],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99903804,0.000043317945,0.0002488285,0.00015501319,0.00031312718,0.00020165222],"domain_scores_gemma":[0.9994401,0.000045520017,0.00010083429,0.00016745445,0.00018879246,0.00005730979],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017991464,0.00013552852,0.00019894286,0.00003869153,0.00022947296,0.000058429436,0.0001875463,0.00003436187,0.00005470353],"category_scores_gemma":[0.000045363526,0.00007227252,0.000027497474,0.00015478556,0.0004441202,0.00039943794,0.00012503791,0.00008634028,8.17471e-7],"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":[0.000020353451,0.000009581896,0.000041299038,0.000052452255,0.0000137669385,1.4259174e-7,0.00066708983,0.35521433,0.6438047,0.00010450399,0.00003329913,0.000038463022],"study_design_scores_gemma":[0.0003437506,0.0000527139,0.0024274094,0.00019223266,0.000054050608,0.00009919051,0.00059736025,0.5884093,0.4068774,0.0007769148,0.00001724441,0.00015239927],"about_ca_topic_score_codex":0.000029280594,"about_ca_topic_score_gemma":0.0000018024122,"teacher_disagreement_score":0.2369273,"about_ca_system_score_codex":0.000025772915,"about_ca_system_score_gemma":0.000049105987,"threshold_uncertainty_score":0.2947188},"labels":[],"label_agreement":null},{"id":"W2049871528","doi":"10.1016/j.commatsci.2008.09.027","title":"Correlating dynamical mechanical properties with temperature and clay composition of polymer-clay nanocomposites","year":2008,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":58,"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":"Generalization; Support vector machine; Nonlinear regression; Nonlinear system; Quantitative structure–activity relationship; Linear regression; Biological system; Artificial neural network; Nanocomposite; Regression analysis; Materials science; Polymer clay; Mathematics; Thermodynamics; Computer science; Applied mathematics; Machine learning; Composite material; Physics; Mathematical analysis","score_opus":0.013109699949778304,"score_gpt":0.21775786092631239,"score_spread":0.20464816097653407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049871528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980737,0.0005698299,0.0003674205,0.00019842255,0.0002981711,0.00027056332,0.000058243546,0.000078260746,0.00008539449],"genre_scores_gemma":[0.9914307,0.000012187001,0.008300092,0.00010364242,0.000059768765,0.000019200914,0.000019724048,0.000016896516,0.00003778448],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978795,0.00012954949,0.0004604299,0.0004943337,0.00068003987,0.00035615324],"domain_scores_gemma":[0.9990834,0.000109387576,0.00022265062,0.00017774226,0.00027090107,0.00013589134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041887356,0.00022666043,0.0003702935,0.00013834261,0.0007651048,0.000198221,0.0003695053,0.00007251927,0.00008521038],"category_scores_gemma":[0.000022248143,0.00015688475,0.000029650846,0.00033093526,0.0017376457,0.0006289811,0.00021303154,0.00008441116,0.00001946153],"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":[0.00020130619,0.00006686431,0.00031932603,0.00004811685,0.0000056911786,0.0000057732536,0.00043421576,0.0007632891,0.99603814,0.0020476251,0.000008454147,0.00006119104],"study_design_scores_gemma":[0.00033246257,0.00028921594,0.0031966201,0.0001775455,0.000014101989,0.00027523268,0.000034437573,0.002769656,0.9924715,0.00019918656,0.0000023554057,0.00023765319],"about_ca_topic_score_codex":0.000075040414,"about_ca_topic_score_gemma":5.0061914e-7,"teacher_disagreement_score":0.007932671,"about_ca_system_score_codex":0.000042380318,"about_ca_system_score_gemma":0.00024240847,"threshold_uncertainty_score":0.6402428},"labels":[],"label_agreement":null},{"id":"W2053976969","doi":"10.1016/j.commatsci.2010.11.008","title":"Numerical modeling and simulation of a diffusion-controlled liquid–solid phase change in polycrystalline solids","year":2010,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":34,"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; Crystallite; Thermal diffusivity; Diffusion; Superalloy; Grain boundary diffusion coefficient; Phase (matter); Effective diffusion coefficient; Thermodynamics; Casting; Finite element method; Mechanics; Metallurgy; Microstructure; Chemistry; Physics","score_opus":0.031692132696432215,"score_gpt":0.3412439079569305,"score_spread":0.30955177526049826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053976969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9768943,0.000022665005,0.021903312,0.00017321313,0.0004328334,0.00043890157,0.00002801531,0.000040502655,0.00006623367],"genre_scores_gemma":[0.99670637,0.0000029686296,0.0029287094,0.00013895417,0.00013418957,0.00006154923,0.000012863307,0.000010817218,0.0000036097858],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99810874,0.00006731606,0.00063669577,0.00040582413,0.00049423124,0.00028718714],"domain_scores_gemma":[0.9990405,0.00016927773,0.00022718804,0.00017612033,0.00025330883,0.00013362354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001101829,0.00014837059,0.0003635343,0.00026869707,0.00016529516,0.00013249094,0.0002981739,0.000054675103,0.00031787917],"category_scores_gemma":[0.0002935699,0.00013028413,0.000026559874,0.00040825462,0.00036089888,0.00053643045,0.000117481395,0.00007113106,0.000012289549],"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":[0.00041862403,0.00016508203,0.000026855647,0.000018675339,9.44265e-7,9.387094e-7,0.00062329567,0.10647869,0.88986284,0.0022824234,2.4034986e-7,0.00012140873],"study_design_scores_gemma":[0.002795425,0.00013659378,0.00076202163,0.000026425467,0.00000498799,0.000005705954,0.000053565454,0.9224244,0.07097083,0.0026630214,0.0000034672325,0.0001535589],"about_ca_topic_score_codex":0.000064881155,"about_ca_topic_score_gemma":0.0000034057823,"teacher_disagreement_score":0.818892,"about_ca_system_score_codex":0.000027567294,"about_ca_system_score_gemma":0.00012874378,"threshold_uncertainty_score":0.53128326},"labels":[],"label_agreement":null},{"id":"W2056569716","doi":"10.1016/j.commatsci.2013.12.011","title":"Atomistic investigation on the structure–property relationship during thermal spray nanoparticle impact","year":2014,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":38,"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":"Science and Technology Facilities Council; Queen's University; Royal Society of Edinburgh; Royal Society","keywords":"Flattening; Materials science; Substrate (aquarium); Aspect ratio (aeronautics); Copper; Reynolds number; Particle (ecology); Kinetic energy; Nanoparticle; Thermal; Particle size; Composite material; Thermodynamics; Nanotechnology; Chemical engineering; Metallurgy; Turbulence; Classical mechanics","score_opus":0.01818299239835168,"score_gpt":0.218504633949896,"score_spread":0.2003216415515443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056569716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99711543,0.000003010544,0.0020656027,0.00016652263,0.0002535945,0.000121673576,0.0000169002,0.00007854278,0.00017873233],"genre_scores_gemma":[0.99939334,2.0870135e-7,0.0004378677,0.000067595975,0.0000689885,0.000005222328,0.0000075687885,0.000011494927,0.00000769557],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.999228,0.00004173213,0.00015913749,0.00014212177,0.00025115692,0.00017784203],"domain_scores_gemma":[0.999602,0.00013915307,0.000014086135,0.00012785895,0.00005429288,0.000062581625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034824788,0.00009335756,0.00007338,0.00005403519,0.00031782393,0.00017482908,0.00017582517,0.000022514723,0.00011378625],"category_scores_gemma":[0.00009162789,0.000052728374,0.000016172926,0.00020422293,0.00017638471,0.00017073505,0.000015319656,0.00005681369,0.000058124304],"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":[0.0000036727815,0.0000017081973,0.0008075787,0.000006921346,0.0000013798561,1.2751264e-7,0.0000622499,0.4026274,0.5788578,0.017607838,0.0000072955913,0.00001604552],"study_design_scores_gemma":[0.00012359905,0.000021372245,0.39509684,0.00001859643,0.0000030334638,0.0000037019522,0.0000027606764,0.36665002,0.22689018,0.011089788,0.0000024458445,0.00009768035],"about_ca_topic_score_codex":0.0000071756226,"about_ca_topic_score_gemma":0.0000021106277,"teacher_disagreement_score":0.39428926,"about_ca_system_score_codex":0.0000740892,"about_ca_system_score_gemma":0.000042500516,"threshold_uncertainty_score":0.2444477},"labels":[],"label_agreement":null},{"id":"W2058856769","doi":"10.1016/j.commatsci.2014.01.012","title":"A micromechanical model of particle-reinforced metal matrix composites considering particle size and damage","year":2014,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Composite Material Mechanics","field":"Engineering","cited_by":34,"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 New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Weibull distribution; Volume fraction; Homogenization (climate); Composite number; Particle (ecology); Metal matrix composite; Dislocation; Nonlinear system; Micromechanics; Mathematics","score_opus":0.013508791071925336,"score_gpt":0.23350032406325874,"score_spread":0.2199915329913334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058856769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92161965,0.000015003786,0.077782914,0.00005055022,0.00023868693,0.00012515431,0.000021716425,0.00012469146,0.000021639415],"genre_scores_gemma":[0.96393377,0.000001749611,0.035965376,0.00003845587,0.000024405435,0.000007481956,0.0000026987645,0.000015679729,0.000010389044],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99884284,0.000032802098,0.0003772861,0.00021386845,0.00026816796,0.00026503686],"domain_scores_gemma":[0.9993412,0.00021599056,0.00006339227,0.00015993057,0.000104770115,0.00011472007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049561064,0.0001380773,0.00024980507,0.00004385399,0.00010672885,0.0001564029,0.00020991145,0.000032001273,0.00003982867],"category_scores_gemma":[0.0001355794,0.00014089023,0.00002171315,0.00017969767,0.00020703756,0.00028248027,0.00018662751,0.000035999154,0.000015864063],"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":[0.00000988093,0.000004873515,0.000005977408,0.000038534392,0.0000039972406,3.8936895e-7,0.000069303416,0.31181762,0.6386921,0.049331453,0.0000013055828,0.000024614681],"study_design_scores_gemma":[0.00016612955,0.000024186884,0.00013401321,0.00001382689,0.000006805164,0.0000066874095,0.000005113517,0.5057782,0.4916726,0.002111252,0.0000010327799,0.00008014114],"about_ca_topic_score_codex":0.0000054798634,"about_ca_topic_score_gemma":3.7939938e-7,"teacher_disagreement_score":0.1939606,"about_ca_system_score_codex":0.000028452876,"about_ca_system_score_gemma":0.00003415411,"threshold_uncertainty_score":0.5745337},"labels":[],"label_agreement":null},{"id":"W2060235132","doi":"10.1016/j.commatsci.2013.02.021","title":"Numerical simulation of the influence of particle clustering on tensile behavior of particle-reinforced composites","year":2013,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Composite Material Mechanics","field":"Engineering","cited_by":35,"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; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Particle (ecology); Ultimate tensile strength; Uniaxial tension; Cluster (spacecraft); Composite number; Tension (geology); Cluster analysis; Mathematics","score_opus":0.012827800242032401,"score_gpt":0.24124177161500837,"score_spread":0.22841397137297598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060235132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99321574,0.0000030508213,0.0061724954,0.000015000161,0.00024970376,0.00028676665,0.000013806482,0.000034093744,0.000009372029],"genre_scores_gemma":[0.9986458,2.5226967e-7,0.0012984563,0.000015060534,0.0000117338095,0.000015598725,0.0000015938612,0.000008687007,0.0000028211105],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988846,0.000028298758,0.0004475216,0.00011786402,0.0003694988,0.00015222195],"domain_scores_gemma":[0.9992139,0.0001377036,0.00014372796,0.00019181361,0.00027142474,0.00004144059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016125364,0.000090970156,0.00017962488,0.0000405452,0.000056001612,0.000037255253,0.00028537866,0.000023354025,0.000051349125],"category_scores_gemma":[0.00007499821,0.00007347526,0.000026545093,0.000321572,0.00018978457,0.00023538395,0.00010053114,0.000026697538,0.00001251747],"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":[0.000006139552,0.000009609229,0.0002189206,0.000025418165,0.0000013819554,5.6790505e-8,0.0000652587,0.50045806,0.49840173,0.00077089324,4.09663e-7,0.000042130014],"study_design_scores_gemma":[0.00007227263,0.000033233984,0.052038617,0.000035282752,0.0000036606966,8.443242e-7,0.0000042163765,0.46169505,0.4860182,0.00006152182,1.1951981e-7,0.000036984162],"about_ca_topic_score_codex":0.000038146172,"about_ca_topic_score_gemma":2.2575632e-7,"teacher_disagreement_score":0.051819697,"about_ca_system_score_codex":0.000030589625,"about_ca_system_score_gemma":0.000026365771,"threshold_uncertainty_score":0.29962343},"labels":[],"label_agreement":null},{"id":"W2067670542","doi":"10.1016/j.commatsci.2014.01.017","title":"Effects of post-necking hardening behavior and equivalent stress–strain curves on the accuracy of M–K based forming limit diagrams","year":2014,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":43,"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; General Motors of Canada","keywords":"Necking; Materials science; Hardening (computing); Strain hardening exponent; Forming limit diagram; Electron backscatter diffraction; Stress (linguistics); Composite material; Plasticity; Finite element method; Mechanics; Sheet metal; Thermodynamics; Physics; Microstructure","score_opus":0.01719771801389447,"score_gpt":0.26640394883624646,"score_spread":0.249206230822352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067670542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.972524,0.000041435782,0.026814582,0.000035748726,0.00014915716,0.0002992449,0.000035920206,0.00006708538,0.000032828026],"genre_scores_gemma":[0.99152917,0.0000044876215,0.00835525,0.000049148726,0.00001696167,0.000024669884,0.000010104173,0.000009412222,8.0236873e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990679,0.00004305065,0.00027191377,0.00012734663,0.00035901472,0.00013079064],"domain_scores_gemma":[0.9983604,0.0012424669,0.00013059283,0.000109905595,0.00012460913,0.00003202601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007411425,0.000095255324,0.00015274793,0.000104652994,0.0000861655,0.000048379825,0.00021206819,0.000020647361,0.000020134796],"category_scores_gemma":[0.0009322483,0.000073189105,0.000023199875,0.00014194388,0.00018356253,0.00019083309,0.000050046645,0.000036605437,8.4807004e-7],"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":[0.000005420028,0.000023988305,0.00027433876,0.0007547073,0.0000036913937,4.3602898e-7,0.000112606554,0.1119472,0.8772015,0.0054661706,0.000003736627,0.0042061917],"study_design_scores_gemma":[0.000108188135,0.0000789478,0.026050244,0.00075120764,0.0000115478615,0.0000010652923,0.0000070678566,0.092799224,0.87913084,0.00097478565,0.000002095599,0.00008480598],"about_ca_topic_score_codex":0.0000042124248,"about_ca_topic_score_gemma":2.2821607e-7,"teacher_disagreement_score":0.025775906,"about_ca_system_score_codex":0.0000178426,"about_ca_system_score_gemma":0.00002431247,"threshold_uncertainty_score":0.2984565},"labels":[],"label_agreement":null},{"id":"W2067679331","doi":"10.1016/j.commatsci.2005.10.009","title":"Computational thermodynamics of multiphase polymer–liquid crystal materials","year":2006,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Liquid Crystal Research Advancements","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":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Liquid crystal; Spinodal decomposition; Polymer; Phase (matter); Materials science; Chemical physics; Spinodal; Anchoring; Length scale; Lattice (music); Thermodynamics; Chemistry; Physics; Organic chemistry; Mechanics; Composite material","score_opus":0.01570330315071274,"score_gpt":0.2991067467496892,"score_spread":0.28340344359897646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067679331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9694515,0.000054396092,0.027552627,0.00010679313,0.0007860633,0.00043242078,0.0010258813,0.00010234288,0.00048800925],"genre_scores_gemma":[0.9765226,0.000001569123,0.022836337,0.00007875024,0.00016191669,0.00004163782,0.00023197413,0.000031099356,0.00009407961],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99536884,0.00018387366,0.0010038844,0.000718351,0.001979314,0.0007457544],"domain_scores_gemma":[0.9978786,0.00027284777,0.00049979537,0.00034405675,0.000825449,0.00017923243],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016248147,0.00029488356,0.0004252532,0.0003487676,0.00042631553,0.00035962235,0.001008971,0.00006287983,0.0019552815],"category_scores_gemma":[0.00021541893,0.0002756234,0.000053415395,0.0006017104,0.0016970012,0.0010796366,0.0004846361,0.000059411585,0.00017994718],"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":[0.00029821077,0.00019397192,0.000025393561,0.000051269635,0.0000040129285,0.000008716894,0.000049462553,0.08107212,0.8920211,0.026208455,0.000039076305,0.000028192575],"study_design_scores_gemma":[0.00082458125,0.0002430076,0.002374502,0.000052621457,0.0000070849496,0.000028138826,0.000030274818,0.0044181426,0.9722166,0.019491907,0.000022094431,0.00029106374],"about_ca_topic_score_codex":0.0002723901,"about_ca_topic_score_gemma":0.000004163156,"teacher_disagreement_score":0.080195464,"about_ca_system_score_codex":0.00021966957,"about_ca_system_score_gemma":0.00071891793,"threshold_uncertainty_score":0.9999696},"labels":[],"label_agreement":null},{"id":"W2072461591","doi":"10.1016/j.commatsci.2005.09.003","title":"Morphology control in symmetric polymer blends using two-step phase separation","year":2005,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":13,"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","keywords":"Spinodal decomposition; Spinodal; Reptation; Thermodynamics; Materials science; Cahn–Hilliard equation; Phase (matter); Polymer blend; Dimensionless quantity; Diffusion; Polymer; Statistical physics; Chemistry; Physics; Mathematics; Copolymer; Differential equation; Composite material; Mathematical analysis","score_opus":0.01563459816262136,"score_gpt":0.31376788842421166,"score_spread":0.2981332902615903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072461591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.724145,0.00011892793,0.2749977,0.00014344756,0.00027416382,0.00006730747,0.000015979815,0.00002912841,0.00020832922],"genre_scores_gemma":[0.98999983,0.0000020553043,0.009560067,0.00022614692,0.000117269075,0.000009797103,0.0000110243245,0.000006466935,0.00006734686],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99895585,0.00003395732,0.00029843018,0.00025819527,0.00018418444,0.00026941413],"domain_scores_gemma":[0.9995903,0.00013031063,0.00006815958,0.000082428895,0.00008477493,0.00004406645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004088737,0.000104835395,0.00018487463,0.00030632806,0.00013529799,0.00003214762,0.0001709428,0.000041823874,0.00010683543],"category_scores_gemma":[0.000095052565,0.00010414222,0.000017622777,0.0005357896,0.00026879105,0.00026119952,0.000057983514,0.00005832907,0.0000514563],"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":[0.000024162253,0.000035301164,0.00016224736,0.0000031104337,0.0000038422836,0.0000030250105,0.00004657858,0.28402984,0.67143023,0.044051334,0.0000050058106,0.00020530942],"study_design_scores_gemma":[0.0013235625,0.000020703632,0.00076347153,0.000007654622,0.0000059874665,0.00002916342,0.000007605861,0.94268876,0.05460479,0.00043697108,0.0000038319986,0.000107487525],"about_ca_topic_score_codex":0.000028928724,"about_ca_topic_score_gemma":0.000003180969,"teacher_disagreement_score":0.6586589,"about_ca_system_score_codex":0.00012233864,"about_ca_system_score_gemma":0.00008653542,"threshold_uncertainty_score":0.42467967},"labels":[],"label_agreement":null},{"id":"W2080619336","doi":"10.1016/j.commatsci.2013.09.038","title":"Numerical and analytical modeling of the stiffness of Polymer–Clay Nanocomposites with aligned particles: One- and two-step methods","year":2013,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":29,"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; Polytechnique Montréal","funders":"National Research Council Canada","keywords":"Homogenization (climate); Representative elementary volume; Microstructure; Materials science; Stiffness; Nanocomposite; Volume fraction; Finite element method; Rigidity (electromagnetism); Interphase; Composite material; Polymer nanocomposite; Micromechanics; Numerical analysis; Polymer; Mechanics; Mathematics; Thermodynamics; Physics; Mathematical analysis; Composite number","score_opus":0.023512131438148093,"score_gpt":0.28774676222842305,"score_spread":0.264234630790275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080619336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9791836,0.0002963576,0.019872788,0.00026598742,0.000084409636,0.00022501624,0.0000126170125,0.000015598676,0.000043590437],"genre_scores_gemma":[0.9550964,0.0000026966047,0.04478074,0.00007677081,0.000013421686,0.000014854745,8.6570634e-7,0.000007659688,0.000006551645],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998408,0.00019302302,0.00040670676,0.0003213106,0.0004256303,0.00024528927],"domain_scores_gemma":[0.999087,0.00021309515,0.00018467264,0.00018142209,0.00022948705,0.00010437276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006351771,0.00013345966,0.0003079445,0.000068960166,0.00022819625,0.00019184615,0.00034165167,0.000025275234,0.000071742266],"category_scores_gemma":[0.00004575919,0.000080037054,0.000020592532,0.00031559044,0.0013594549,0.00038149074,0.00024424662,0.000024227807,0.0000032392102],"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":[0.000047856647,0.0000393479,0.00044294432,0.00004410609,0.0000064376422,1.5959539e-7,0.00022592559,0.0075353207,0.98693216,0.0036387902,0.0000010294054,0.0010859435],"study_design_scores_gemma":[0.00023420704,0.000056488276,0.005894905,0.000062147126,0.000018869127,0.000016026088,0.00003818536,0.24774513,0.74466336,0.0011761519,4.8518024e-7,0.00009404957],"about_ca_topic_score_codex":0.00053158036,"about_ca_topic_score_gemma":8.053016e-7,"teacher_disagreement_score":0.24226879,"about_ca_system_score_codex":0.000012030246,"about_ca_system_score_gemma":0.00012003888,"threshold_uncertainty_score":0.5008968},"labels":[],"label_agreement":null},{"id":"W2081647193","doi":"10.1016/s0927-0256(02)00234-3","title":"Apparent thermal conductivity of periodic two-dimensional composites","year":2002,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Composite Material Mechanics","field":"Engineering","cited_by":85,"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":"National Science Foundation","keywords":"Thermal conductivity; Periodic boundary conditions; Bounded function; Boundary value problem; Materials science; Thermal; Conductivity; Composite material; Boundary (topology); Phase (matter); Square (algebra); Mathematics; Mathematical analysis; Mechanics; Geometry; Physics; Thermodynamics","score_opus":0.019763731450084737,"score_gpt":0.22828996547911967,"score_spread":0.20852623402903495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081647193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996581,0.00007540373,0.0013509971,0.000032180895,0.0013009805,0.00013400454,0.000054448654,0.00013140248,0.00033955442],"genre_scores_gemma":[0.9930424,8.20631e-7,0.0068202685,0.00002314712,0.00007546782,0.000007777076,0.00001108838,0.000013343703,0.000005651278],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99879754,0.000030951498,0.0002918543,0.00021338699,0.00043984826,0.00022644525],"domain_scores_gemma":[0.9995,0.000066605644,0.00006376097,0.00015496415,0.00013920157,0.000075517935],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024307624,0.00014003529,0.00020811008,0.0001269332,0.00013459532,0.000106401436,0.00029772698,0.000023824603,0.0009748714],"category_scores_gemma":[0.000018200593,0.00013762445,0.000026406295,0.00025816364,0.00028862542,0.00025702134,0.00012109563,0.000040730738,0.00008235377],"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":[0.000004127125,0.000024039979,0.000017914866,0.00001817767,0.0000037840198,0.0000012748079,0.000080146514,0.33590865,0.66263753,0.0011103621,0.000029110342,0.00016486735],"study_design_scores_gemma":[0.00023756253,0.000036060355,0.0020819753,0.000027526,0.0000055171586,0.000023672801,0.0000046581463,0.2897281,0.7068621,0.0008216002,0.000015833766,0.0001554215],"about_ca_topic_score_codex":0.000008111509,"about_ca_topic_score_gemma":2.7093523e-7,"teacher_disagreement_score":0.046180557,"about_ca_system_score_codex":0.000062706364,"about_ca_system_score_gemma":0.00002516692,"threshold_uncertainty_score":0.99993837},"labels":[],"label_agreement":null},{"id":"W2081732633","doi":"10.1016/j.commatsci.2011.05.006","title":"A new strain hardening model for rate-dependent crystal plasticity","year":2011,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":34,"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; University of Waterloo","funders":"General Motors of Canada; Université de Sherbrooke","keywords":"Materials science; Formability; Crystal plasticity; Plasticity; Hardening (computing); Strain hardening exponent; Aluminium; Alloy; Microstructure; Plane stress; Finite element method; Metallurgy; Composite material; Structural engineering; Engineering","score_opus":0.05159629953194294,"score_gpt":0.2700135242151506,"score_spread":0.21841722468320768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081732633","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33716702,0.0000021786934,0.66198117,0.0000031145428,0.00020370778,0.0001456105,0.000057155223,0.00023132685,0.00020869856],"genre_scores_gemma":[0.73095083,2.0860165e-7,0.26891747,0.000014002099,0.000033089465,0.000013357457,0.0000074857594,0.00001101503,0.000052535685],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991587,0.000008442342,0.00023318581,0.00017986492,0.00022174594,0.00019806348],"domain_scores_gemma":[0.9996435,0.000058660302,0.00004249104,0.00006842477,0.00010167189,0.00008524853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041236228,0.00010044462,0.00011320699,0.000110984074,0.0001118451,0.00009962574,0.0002316604,0.000028633312,0.00014763564],"category_scores_gemma":[0.000092535745,0.0001019533,0.000020661957,0.00010770221,0.000065838176,0.00035890078,0.000041191128,0.000027893777,0.000015718499],"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":[0.00001093508,0.000004883329,0.0000037875247,0.000020826132,0.000002884565,3.768285e-7,0.00030342015,0.537164,0.44218817,0.019900072,0.00007785487,0.0003227977],"study_design_scores_gemma":[0.00012001122,0.000017188479,0.00057638454,0.000011838445,0.0000032760215,0.0000024988217,0.0000050545377,0.7060309,0.21135522,0.08176996,0.0000051951774,0.00010247123],"about_ca_topic_score_codex":0.0000061864835,"about_ca_topic_score_gemma":9.633669e-7,"teacher_disagreement_score":0.3937838,"about_ca_system_score_codex":0.00005458534,"about_ca_system_score_gemma":0.00011655413,"threshold_uncertainty_score":0.41575348},"labels":[],"label_agreement":null},{"id":"W2082680979","doi":"10.1016/j.commatsci.2009.04.014","title":"Prediction of cold rolling texture of steels using an Artificial Neural Network","year":2009,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":55,"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":"Deutsche Forschungsgemeinschaft","keywords":"Artificial neural network; Backpropagation; Computer science; Texture (cosmology); Test data; Feedforward neural network; Artificial intelligence; Cable gland; Data set; Algorithm; Pattern recognition (psychology); Image (mathematics)","score_opus":0.04662945055585674,"score_gpt":0.24572598660439957,"score_spread":0.19909653604854283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082680979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95317626,0.000028091064,0.045125548,0.000004449573,0.0014668992,0.00008033089,0.000035101948,0.000042106854,0.00004122234],"genre_scores_gemma":[0.98881274,8.1697624e-7,0.0109916795,0.000014164493,0.00016482869,5.777026e-7,0.0000085911915,0.0000044934045,0.0000021146627],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99916214,0.000019822859,0.0002918088,0.00011441755,0.00027846973,0.00013337092],"domain_scores_gemma":[0.99968255,0.000012356652,0.00007728938,0.00007758928,0.00010988094,0.000040349856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004159692,0.00006783305,0.00013809139,0.00006123141,0.00007231005,0.000035142893,0.00014171116,0.00003002728,0.000018989758],"category_scores_gemma":[0.000015973073,0.000065514316,0.000016727294,0.00030317038,0.000059262158,0.00026955665,0.000015287453,0.000030565916,0.0000010156552],"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":[0.000003407197,0.000008085419,0.0000046131518,0.000008858094,9.340517e-7,1.8796368e-7,0.000031740252,0.5119143,0.4811802,0.006695954,0.0000028597506,0.00014881778],"study_design_scores_gemma":[0.000040091287,0.000048794263,0.0010412124,0.000021342508,0.000004500658,0.000002906864,0.0000065631034,0.6705144,0.31769684,0.010580135,0.0000031194015,0.000040091076],"about_ca_topic_score_codex":0.0000021993578,"about_ca_topic_score_gemma":1.6812508e-7,"teacher_disagreement_score":0.16348335,"about_ca_system_score_codex":0.000016416336,"about_ca_system_score_gemma":0.000034883276,"threshold_uncertainty_score":0.2671596},"labels":[],"label_agreement":null},{"id":"W2085450255","doi":"10.1016/j.commatsci.2013.11.031","title":"Verification of first-principles codes: Comparison of total energies, phonon frequencies, electron–phonon coupling and zero-point motion correction to the gap between ABINIT and QE/Yambo","year":2013,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":105,"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","funders":"Ministero dell’Istruzione, dell’Università e della Ricerca; Fédération Wallonie-Bruxelles; Fonds pour la Formation à la Recherche dans l’Industrie et dans l’Agriculture; Fonds De La Recherche Scientifique - FNRS","keywords":"Phonon; Physics; Renormalization; Zero-point energy; Band gap; Condensed matter physics; Coupling (piping); Electron; Quantum mechanics; Materials science","score_opus":0.03357506638079019,"score_gpt":0.2887657517415149,"score_spread":0.25519068536072476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085450255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934578,0.00010609114,0.004833706,0.00018699473,0.00070502504,0.0005312444,0.000104313025,0.000035645797,0.00003917979],"genre_scores_gemma":[0.9976877,0.00001810123,0.0020459534,0.000016216181,0.00008343054,0.0000739918,0.00004805144,0.000012654106,0.0000138871865],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977516,0.00010101887,0.0006631189,0.00046894027,0.0006674666,0.0003478341],"domain_scores_gemma":[0.9983401,0.00038856355,0.00037098126,0.00024578092,0.0005228771,0.00013172804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016581058,0.00017898351,0.00037352662,0.00019265717,0.00038622334,0.00038876053,0.00034073705,0.000055050343,0.00012725315],"category_scores_gemma":[0.00034419235,0.00014401902,0.000023535795,0.00038199156,0.0007011196,0.0004987026,0.0002094411,0.000061669125,0.000023473955],"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":[0.000036471865,0.00004086924,0.0019864917,0.00008288179,0.000003909067,8.9793225e-8,0.00041869603,0.047951315,0.9483985,0.00062381657,0.00008412026,0.00037285162],"study_design_scores_gemma":[0.00019391153,0.00020941503,0.075120196,0.000087308596,0.0000117503405,0.0000043500913,0.00019148343,0.028814659,0.89427733,0.0009310046,0.000012890357,0.00014571148],"about_ca_topic_score_codex":0.0012939676,"about_ca_topic_score_gemma":0.000021932276,"teacher_disagreement_score":0.0731337,"about_ca_system_score_codex":0.00010553404,"about_ca_system_score_gemma":0.00020564176,"threshold_uncertainty_score":0.58729255},"labels":[],"label_agreement":null},{"id":"W2090187445","doi":"10.1016/j.commatsci.2012.05.060","title":"Dynamic thermo-mechanical coupling and size effects in finite shape memory alloy nanostructures","year":2012,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Shape Memory Alloy Transformations","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":"Wilfrid Laurier University; University of New Brunswick; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Shape-memory alloy; Materials science; Nanowire; Isothermal process; Finite element method; SMA*; Nanostructure; Coupling (piping); Martensite; Thermal; Mechanics; Alloy; Phase transition; Condensed matter physics; Composite material; Thermodynamics; Nanotechnology; Microstructure; Physics; Mathematics","score_opus":0.010280666853549602,"score_gpt":0.2603157219922524,"score_spread":0.2500350551387028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090187445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965335,0.00010428744,0.0012648662,0.00012968849,0.0014138693,0.00036294284,0.000031586875,0.00009057192,0.000068656205],"genre_scores_gemma":[0.9852335,0.000004633107,0.014339582,0.00029031842,0.00006060385,0.000037866186,0.000008856763,0.000016433987,0.000008206647],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99797827,0.00008897899,0.00041818817,0.000386804,0.000566507,0.0005612376],"domain_scores_gemma":[0.99840486,0.0010266078,0.00011999043,0.00017487722,0.000093983836,0.00017969235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016571326,0.00020082729,0.00025266942,0.00012938597,0.00034412643,0.00026643157,0.00043042583,0.00006950752,0.00058178656],"category_scores_gemma":[0.000624364,0.00018005553,0.000023489465,0.00037353087,0.0005127596,0.0011663423,0.00017045128,0.00008408317,0.00013516098],"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":[0.00002257222,0.000036690955,0.00017047187,0.0000546102,0.0000015303947,0.0000030719796,0.0005118736,0.018974926,0.9772006,0.0028432857,0.0000031785528,0.0001771333],"study_design_scores_gemma":[0.0009816211,0.00008050643,0.2613514,0.00014206188,0.0000178142,0.00009126301,0.00014659244,0.17773585,0.55075914,0.008158495,0.000011798955,0.0005234816],"about_ca_topic_score_codex":0.000013204832,"about_ca_topic_score_gemma":0.0000042810066,"teacher_disagreement_score":0.42644155,"about_ca_system_score_codex":0.00009587782,"about_ca_system_score_gemma":0.0001446309,"threshold_uncertainty_score":0.7342451},"labels":[],"label_agreement":null},{"id":"W2090207103","doi":"10.1016/j.commatsci.2010.09.031","title":"Modeling of grain boundary character reconstruction and predicting intergranular fracture susceptibility of textured and random polycrystalline materials","year":2010,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Fatigue and fracture mechanics","field":"Engineering","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 Saskatchewan; McGill University","funders":"","keywords":"Materials science; Grain boundary; Fracture (geology); Intergranular fracture; Monte Carlo method; Texture (cosmology); Grain boundary strengthening; Intergranular corrosion; Stress (linguistics); Crystallite; Voronoi diagram; Microstructure; Metallurgy; Geometry; Composite material; Mathematics; Artificial intelligence; Computer science; Statistics","score_opus":0.005606269350909682,"score_gpt":0.2100583492312649,"score_spread":0.20445207988035521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090207103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95730716,0.000055145963,0.04132686,0.00003445682,0.0009931248,0.00015628837,0.000085029045,0.000035216308,0.0000067189235],"genre_scores_gemma":[0.99136555,0.000011540077,0.008482969,0.000016799328,0.00008355978,0.0000031719378,0.000025914613,0.0000098263945,6.8639423e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99903834,0.000026695234,0.00041321106,0.00020056646,0.00018980245,0.00013136836],"domain_scores_gemma":[0.9995396,0.000052756255,0.00010366276,0.00011086955,0.0001423524,0.000050731516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008053486,0.00011814839,0.00025459606,0.00011165649,0.00008485144,0.00007864383,0.00010448337,0.000075139724,0.000053552052],"category_scores_gemma":[0.00012057543,0.00010456445,0.000015955808,0.000099919984,0.0003013071,0.00033007018,0.000046857713,0.00008620297,2.7917707e-7],"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":[0.000039202554,0.0000070814103,0.00021552252,0.00013692494,0.0000066656926,2.889474e-7,0.00030251706,0.010256906,0.9881941,0.00017896654,0.0000012731151,0.0006605404],"study_design_scores_gemma":[0.000626821,0.000035984758,0.0062682685,0.00010970971,0.00001572584,0.0000477314,0.000058190602,0.35371622,0.6298563,0.00910794,0.0000069612556,0.00015018754],"about_ca_topic_score_codex":0.000027884302,"about_ca_topic_score_gemma":0.00000887049,"teacher_disagreement_score":0.35833785,"about_ca_system_score_codex":0.000009678456,"about_ca_system_score_gemma":0.00004183332,"threshold_uncertainty_score":0.42640147},"labels":[],"label_agreement":null},{"id":"W2120307864","doi":"10.1016/j.commatsci.2004.04.007","title":"The nature of a floating electron","year":2004,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Spectroscopy and Quantum Chemical Studies","field":"Physics and Astronomy","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":"Polytechnique Montréal","funders":"","keywords":"Electron; Solvation; Chemistry; Atomic physics; Diffusion; Solvated electron; Ab initio; Molecular physics; Physics; Ion; Physical chemistry; Thermodynamics; Radiolysis","score_opus":0.005605154393792447,"score_gpt":0.27568455384592905,"score_spread":0.2700793994521366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120307864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99644154,0.000040186507,0.0021084873,0.00025171685,0.00014818356,0.000042826785,0.000007629489,0.0000070281535,0.00095242576],"genre_scores_gemma":[0.9980902,5.212998e-7,0.0017870112,0.000021295826,0.00008839958,0.0000027290246,0.0000029203006,0.0000017865524,0.000005132781],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994713,0.000005845763,0.00011203851,0.000099250676,0.00017622054,0.00013531443],"domain_scores_gemma":[0.9997238,0.00006585237,0.00006447357,0.000049686038,0.00007925949,0.000016923499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017610674,0.00004374735,0.000060636263,0.000011642897,0.00033942892,0.00004954706,0.00016761053,0.0000084178355,0.000021654061],"category_scores_gemma":[0.00002101024,0.000028274628,0.000014975543,0.00015649141,0.0002780696,0.00006504691,0.000048836187,0.000043709417,0.0000049727673],"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":[0.000004732546,0.000011327066,0.00016150689,0.0000015997609,0.0000033268186,3.8174047e-8,0.000054355627,0.001473864,0.5622862,0.43590915,0.000009701382,0.00008421468],"study_design_scores_gemma":[0.00007812827,0.000013181301,0.0031981661,0.0000075554876,0.0000013984373,2.5125155e-7,0.00003231082,0.000046768913,0.7635015,0.23305315,0.000037249978,0.000030334591],"about_ca_topic_score_codex":0.000029089988,"about_ca_topic_score_gemma":2.580672e-7,"teacher_disagreement_score":0.202856,"about_ca_system_score_codex":0.000018752977,"about_ca_system_score_gemma":0.00008916217,"threshold_uncertainty_score":0.2610647},"labels":[],"label_agreement":null},{"id":"W2147288915","doi":"10.1016/j.commatsci.2014.06.040","title":"Direct quantification of solute effects on grain boundary motion by atomistic simulations","year":2014,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Microstructure and mechanical properties","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":"University of Manitoba","funders":"Western Canada Research Grid; Compute Canada; University of Manitoba","keywords":"Grain boundary; Materials science; Molecular dynamics; Dopant; Grain boundary diffusion coefficient; Solvent drag; Impurity; Nanocrystalline material; Diffusion; Grain boundary strengthening; Chemical physics; Condensed matter physics; Effective diffusion coefficient; Thermodynamics; Chemistry; Nanotechnology; Metallurgy; Physics; Computational chemistry; Doping; Microstructure","score_opus":0.014457883432280086,"score_gpt":0.25869395257375977,"score_spread":0.2442360691414797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147288915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8979293,0.00002193546,0.10035342,0.00010990655,0.0010271149,0.00023219311,0.00010650497,0.000057834513,0.00016176651],"genre_scores_gemma":[0.9968493,7.542103e-7,0.0027781993,0.0001736304,0.0000758239,0.000009835409,0.000060547492,0.000009620776,0.00004231355],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99839514,0.0001651146,0.0003501318,0.00039251221,0.0004762904,0.00022077748],"domain_scores_gemma":[0.99896586,0.00031451567,0.00020797954,0.00022137574,0.00021706728,0.00007322545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095886923,0.00012601772,0.00020612987,0.00009938806,0.00037078589,0.00017971931,0.00031737032,0.000041730735,0.00014692303],"category_scores_gemma":[0.00064867,0.00010422296,0.000025265841,0.0002264402,0.00040409292,0.0002591328,0.00006561343,0.00003237808,0.00010735307],"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":[0.00002879834,0.000029703995,0.0000053226213,0.000049862338,0.0000011938276,1.0822233e-7,0.000054687946,0.007908317,0.9806919,0.01024492,0.00022190293,0.00076327496],"study_design_scores_gemma":[0.00019169947,0.00010842724,0.001057018,0.00004659413,0.00000744231,0.0000015697246,0.0000027813976,0.009037792,0.9720971,0.01710359,0.00022768846,0.00011832432],"about_ca_topic_score_codex":0.000023366216,"about_ca_topic_score_gemma":0.0000011007288,"teacher_disagreement_score":0.09891996,"about_ca_system_score_codex":0.000050999624,"about_ca_system_score_gemma":0.0000897765,"threshold_uncertainty_score":0.42500892},"labels":[],"label_agreement":null},{"id":"W2155031738","doi":"10.1016/j.commatsci.2004.09.024","title":"Atomic-scale simulations of the interaction between a moving dislocation and a bcc/fcc phase boundary","year":2005,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Microstructure and mechanical properties","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":"Carleton University","funders":"","keywords":"Dislocation; Condensed matter physics; Grain boundary; Molecular dynamics; Atomic units; Materials science; Enhanced Data Rates for GSM Evolution; Peierls stress; Lattice (music); Dislocation creep; Phase (matter); Crystal (programming language); Crystallography; Physics; Chemistry; Microstructure; Metallurgy","score_opus":0.021125568885310538,"score_gpt":0.2997611007118088,"score_spread":0.27863553182649825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155031738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99243724,0.000030193896,0.0063321725,0.00048632643,0.0003856612,0.00018416137,0.00008689338,0.000024112343,0.000033217522],"genre_scores_gemma":[0.9943748,0.0000010525042,0.0053019025,0.00015337969,0.00013197616,0.000004298614,0.000009859984,0.000005610416,0.000017137447],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99889755,0.000059412752,0.00034161552,0.00024883886,0.0003004764,0.00015212155],"domain_scores_gemma":[0.99931574,0.000092879825,0.0001826651,0.00014918836,0.00020879689,0.00005072285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045154325,0.00008867856,0.00013607026,0.00006330413,0.00042452762,0.00020218888,0.00026410955,0.000028629915,0.00017777231],"category_scores_gemma":[0.00015007012,0.00006160196,0.00001945678,0.00019671278,0.00050482847,0.0006534389,0.00018333438,0.000040808547,0.00001690227],"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":[0.000017292065,0.000021830241,0.00006813661,0.000014750682,0.0000011614808,3.650975e-8,0.00042673846,0.004088611,0.99268186,0.00075523765,0.000015813022,0.001908512],"study_design_scores_gemma":[0.0003024573,0.000032741103,0.004050605,0.000043887743,0.0000116260335,0.0000075277403,0.000062329964,0.010950405,0.9778533,0.0063521597,0.00024471537,0.000088261186],"about_ca_topic_score_codex":0.000030259554,"about_ca_topic_score_gemma":0.00000734186,"teacher_disagreement_score":0.014828596,"about_ca_system_score_codex":0.00006115882,"about_ca_system_score_gemma":0.0001608517,"threshold_uncertainty_score":0.32651663},"labels":[],"label_agreement":null},{"id":"W2185247361","doi":"10.1016/j.commatsci.2015.09.059","title":"A computational study of long range surface-directed phase separation in polymer blends under a temperature gradient","year":2015,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Block Copolymer Self-Assembly","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":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; Ryerson University","keywords":"Spinodal; Wetting; Materials science; Spinodal decomposition; Phase (matter); Phase diagram; Thermodynamics; Temperature gradient; Wetting layer; Polymer; Atmospheric temperature range; Range (aeronautics); Power law; Diffusion; Chemistry; Composite material; Physics","score_opus":0.028783834953463115,"score_gpt":0.3252126532347065,"score_spread":0.2964288182812434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2185247361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967184,0.0001992814,0.00093745947,0.00016473266,0.001058783,0.0006426325,0.0000752372,0.00014294671,0.000060517523],"genre_scores_gemma":[0.99706924,5.9240267e-7,0.002622599,0.00008991665,0.00007245043,0.000036951722,0.000052055282,0.00002186413,0.0000343314],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9959528,0.0004104443,0.00084848347,0.0007478913,0.0015704179,0.00046995867],"domain_scores_gemma":[0.9981443,0.00017823248,0.00036715387,0.00029135577,0.0007885702,0.00023037534],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018228295,0.00028158727,0.0004629675,0.00041446407,0.00023090129,0.00031108165,0.00061639847,0.0000766673,0.00015064415],"category_scores_gemma":[0.00009038511,0.00026690005,0.000033223725,0.001535892,0.00038611158,0.00092830014,0.00021318802,0.00009326814,0.00007157589],"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":[0.00031516538,0.0015769012,0.0017443425,0.000027024325,0.000011143096,0.000027236412,0.0035025573,0.27412045,0.7173547,0.0011314934,0.00013695745,0.00005202977],"study_design_scores_gemma":[0.0096618235,0.0012628341,0.052352242,0.00010893492,0.000044722354,0.00010224923,0.0018155681,0.05410694,0.8765562,0.003254245,0.0000029006467,0.0007313119],"about_ca_topic_score_codex":0.00037976794,"about_ca_topic_score_gemma":0.000073458774,"teacher_disagreement_score":0.2200135,"about_ca_system_score_codex":0.00025055994,"about_ca_system_score_gemma":0.0011929194,"threshold_uncertainty_score":0.9999783},"labels":[],"label_agreement":null},{"id":"W2275936215","doi":"10.1016/j.commatsci.2016.02.016","title":"An atomistic study of the correlation between the migration of planar and curved grain boundaries","year":2016,"lang":"en","type":"article","venue":"Computational Materials Science","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":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Western Canada Research Grid; Compute Canada; McMaster University","keywords":"Grain boundary; Planar; Molecular dynamics; Materials science; Atomic units; Condensed matter physics; Boundary (topology); Geometry; Physics; Chemistry; Microstructure; Mathematics; Computational chemistry; Mathematical analysis; Composite material","score_opus":0.019360862017180645,"score_gpt":0.25849164560336757,"score_spread":0.23913078358618692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2275936215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928151,0.000010092903,0.0060431063,0.00024781007,0.0005163251,0.0002904004,0.00006217727,0.000009540548,0.00000549609],"genre_scores_gemma":[0.9995357,4.453643e-7,0.00037176104,0.000029219393,0.000041276064,0.0000055134756,0.0000021641715,0.0000032319037,0.000010696555],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988611,0.00018506857,0.00030064516,0.00018745981,0.00036424582,0.00010150246],"domain_scores_gemma":[0.99922746,0.00013953572,0.00022957573,0.00018400807,0.00019169264,0.000027742497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000980494,0.00006980816,0.00013051074,0.000031533065,0.00040658953,0.00014149932,0.00031535345,0.000018135053,0.000050432256],"category_scores_gemma":[0.00021970307,0.00002967125,0.000010330086,0.00011432329,0.0014007151,0.00028978972,0.00007285267,0.000017817192,0.0000030384838],"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":[0.000024638497,0.000020080157,0.0019091797,0.00000839303,0.0000016529651,5.5512402e-8,0.0017110258,0.0000632536,0.9892996,0.006732061,0.000017588947,0.00021246572],"study_design_scores_gemma":[0.00037931485,0.0002844494,0.22714494,0.000044998127,0.000021895175,0.000003706359,0.00038153524,0.00027581342,0.72836804,0.0429625,0.00004353419,0.000089242116],"about_ca_topic_score_codex":0.00016866693,"about_ca_topic_score_gemma":0.000057428864,"teacher_disagreement_score":0.26093155,"about_ca_system_score_codex":0.000015596053,"about_ca_system_score_gemma":0.00014248944,"threshold_uncertainty_score":0.5160993},"labels":[],"label_agreement":null},{"id":"W2286183819","doi":"10.1016/j.commatsci.2016.02.023","title":"Atomistic investigation of the effect of nano-structural shape on the mechanical response of SiC/Cu interpenetrating phase nanocomposites","year":2016,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Aluminum Alloys Composites Properties","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":"University of Saskatchewan","funders":"","keywords":"Nanocomposite; Materials science; Nano-; Composite material; Phase (matter); Molecular dynamics; Chemistry; Computational chemistry","score_opus":0.01132323283802356,"score_gpt":0.23752969912442287,"score_spread":0.22620646628639932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2286183819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99864894,0.000011472736,0.00063057744,0.00009148986,0.00029266384,0.00026183377,0.000029768677,0.000023984001,0.000009285029],"genre_scores_gemma":[0.9989922,2.3585058e-7,0.0009517688,0.000014085091,0.000017019594,0.0000117862155,0.0000011293123,0.0000093457265,0.000002398009],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987162,0.00025466495,0.00039967653,0.00014417968,0.0003604455,0.00012484388],"domain_scores_gemma":[0.997974,0.0015096415,0.00017907636,0.0001842553,0.00012445095,0.000028618751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010019825,0.00011627287,0.00018822537,0.00006847473,0.00009596735,0.000027487977,0.00052387273,0.000026027908,0.00004035379],"category_scores_gemma":[0.00057239097,0.00005427866,0.000040163013,0.00024147893,0.0007561706,0.00013628592,0.00011977783,0.00003204936,0.0000035720998],"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":[0.0002664771,0.0000034191448,0.000317857,0.00004952929,0.00000830144,1.4175856e-7,0.00013393672,0.0070811408,0.99017686,0.0017110916,0.0000042198217,0.00024705761],"study_design_scores_gemma":[0.0003248804,0.00030109053,0.008386819,0.0002838472,0.000008306453,0.0000053300623,0.0000046278537,0.04440732,0.9448131,0.0014016748,2.0703418e-7,0.00006280938],"about_ca_topic_score_codex":0.000003895664,"about_ca_topic_score_gemma":2.8313764e-7,"teacher_disagreement_score":0.04536374,"about_ca_system_score_codex":0.000051078365,"about_ca_system_score_gemma":0.00006508953,"threshold_uncertainty_score":0.2786142},"labels":[],"label_agreement":null},{"id":"W2539174136","doi":"10.1016/j.commatsci.2016.09.031","title":"Numerical investigation on mechanical properties of graphene covering silicon nanofilms","year":2016,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Graphene research and applications","field":"Materials Science","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":"Memorial University of Newfoundland","funders":"Priority Academic Program Development of Jiangsu Higher Education Institutions; China Postdoctoral Science Foundation; Six Talent Peaks Project in Jiangsu Province; National Natural Science Foundation of China","keywords":"Materials science; Graphene; Ultimate tensile strength; Silicon; Composite material; Substrate (aquarium); Composite number; Deformation (meteorology); Failure mode and effects analysis; Molecular dynamics; Uniaxial tension; Nanotechnology; Optoelectronics","score_opus":0.046939770150181984,"score_gpt":0.2712660103536379,"score_spread":0.22432624020345593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2539174136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941853,0.000011391795,0.00458979,0.00062873866,0.00020732425,0.00021649645,0.000038055477,0.000060368795,0.00006251577],"genre_scores_gemma":[0.996693,0.0000040141585,0.0030923889,0.00008471069,0.000044149758,0.00005725669,0.000003018911,0.000008574795,0.000012883392],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99800766,0.00008690653,0.00035603627,0.00041173495,0.0008204334,0.00031723338],"domain_scores_gemma":[0.9990369,0.00013332865,0.00015035264,0.00022922915,0.00029037037,0.00015979033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008306429,0.00011813919,0.00017603255,0.00016478456,0.0002461515,0.000102720725,0.0004878665,0.00003251023,0.00022015057],"category_scores_gemma":[0.00031067486,0.00007497965,0.000032892134,0.0004797399,0.00093749946,0.00038965925,0.000108754546,0.000026480619,0.0001983879],"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":[0.00003659211,0.000037830265,0.00004097072,0.000016244228,0.0000013768308,3.2440713e-7,0.000026737187,0.0005468624,0.9395434,0.05946603,0.000025010175,0.0002585965],"study_design_scores_gemma":[0.00020144299,0.000110513465,0.0034132074,0.000105751926,0.000001978179,0.0000041792114,0.000009368444,0.0003356478,0.9717942,0.023905184,0.000012263024,0.00010627949],"about_ca_topic_score_codex":0.000031311432,"about_ca_topic_score_gemma":4.7312614e-7,"teacher_disagreement_score":0.03556085,"about_ca_system_score_codex":0.000054552056,"about_ca_system_score_gemma":0.00027235338,"threshold_uncertainty_score":0.34542558},"labels":[],"label_agreement":null},{"id":"W2594571061","doi":"10.1016/j.commatsci.2017.02.027","title":"Understanding the interactions of thiophosphorus collectors with chalcopyrite through DFT simulation","year":2017,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Metal Extraction and Bioleaching","field":"Engineering","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":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Compute Canada","keywords":"Chalcopyrite; Chemistry; Sulfur; Copper; Physisorption; Adsorption; Metal; Inorganic chemistry; Denticity; Density functional theory; Covalent bond; Crystallography; Physical chemistry; Computational chemistry; Organic chemistry","score_opus":0.10821331300556149,"score_gpt":0.32037975374614885,"score_spread":0.21216644074058738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594571061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80787605,0.0000124895505,0.18613309,0.00013666923,0.0010582359,0.00012575535,0.000011166116,0.000051678835,0.0045948853],"genre_scores_gemma":[0.99828887,0.0000032664243,0.0016096825,0.000020088162,0.000042462005,0.0000033058577,0.0000026523055,0.0000060781335,0.00002357649],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993768,0.000014373843,0.0001519337,0.00010767826,0.00024534558,0.00010390598],"domain_scores_gemma":[0.99952054,0.000117902346,0.0001150436,0.00015181131,0.00007250038,0.000022191754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002816646,0.00006915069,0.00008590102,0.000044440636,0.00080345065,0.00028211228,0.00023839939,0.000013607187,0.00007235323],"category_scores_gemma":[0.00006542438,0.00004550046,0.000015191977,0.00012068443,0.00032507576,0.00058975606,0.000033030617,0.00004972812,0.000008789364],"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":[0.000014526617,0.00000805626,0.00009671465,0.00001414374,0.000009093523,5.216234e-7,0.00038166094,0.88127124,0.10683923,0.011181489,0.00002148701,0.00016182022],"study_design_scores_gemma":[0.0003275615,0.000049076545,0.03258198,0.00012279603,0.000016493026,0.000018293676,0.00044195258,0.86020243,0.094629064,0.011042988,0.0003547513,0.00021259904],"about_ca_topic_score_codex":0.000024678277,"about_ca_topic_score_gemma":0.0000065663085,"teacher_disagreement_score":0.19041286,"about_ca_system_score_codex":0.000079471014,"about_ca_system_score_gemma":0.000040065748,"threshold_uncertainty_score":0.6179574},"labels":[],"label_agreement":null},{"id":"W2762024791","doi":"10.1016/j.commatsci.2017.09.057","title":"Orientation dependent plasticity of metallic amorphous-crystalline interface","year":2017,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Metallic Glasses and Amorphous Alloys","field":"Engineering","cited_by":34,"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; Western Canada Research Grid","keywords":"Materials science; Amorphous solid; Nucleation; Crystallite; Plasticity; Shear matrix; Crystallography; Texture (cosmology); Dislocation; Grain boundary; Amorphous metal; Microstructure; Chemical physics; Composite material; Alloy; Metallurgy; Thermodynamics; Chemistry","score_opus":0.018825603513240287,"score_gpt":0.267625042896479,"score_spread":0.2487994393832387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762024791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92321205,0.000018989069,0.07536947,0.000021869437,0.0007571616,0.00011003354,0.000044045693,0.00006081703,0.00040555216],"genre_scores_gemma":[0.99097246,0.000008515958,0.008891925,0.000007639636,0.000057866924,0.000006942295,0.000007788469,0.000012843661,0.00003400704],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99880195,0.0000133230515,0.00032449636,0.00021578965,0.0004450889,0.00019938019],"domain_scores_gemma":[0.99932534,0.00004740974,0.0001709657,0.00021616301,0.00016484958,0.000075278185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036102513,0.00012104541,0.00019834944,0.000084893254,0.00024940813,0.0002630402,0.00057164335,0.000025908568,0.00026853406],"category_scores_gemma":[0.00013036658,0.00011218038,0.000027904869,0.000083728526,0.00035035622,0.00045011705,0.00013439049,0.000040064144,0.00004260188],"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":[0.00000678482,0.000017639139,0.00005468404,0.00003760195,0.000009941765,0.000002015956,0.000043606142,0.18908532,0.8063411,0.0042434796,0.000020407375,0.0001374077],"study_design_scores_gemma":[0.00042054578,0.00005584641,0.034703184,0.00005082611,0.00002089334,0.000019045387,0.000029140392,0.08546247,0.8740373,0.0048236297,0.00014174369,0.00023532087],"about_ca_topic_score_codex":0.000043845735,"about_ca_topic_score_gemma":0.000006273007,"teacher_disagreement_score":0.103622854,"about_ca_system_score_codex":0.000048512175,"about_ca_system_score_gemma":0.000061612394,"threshold_uncertainty_score":0.45745832},"labels":[],"label_agreement":null},{"id":"W2808806203","doi":"10.1016/j.commatsci.2018.06.002","title":"Atomistic simulation study of the hydrogen diffusion in nickel","year":2018,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Hydrogen embrittlement and corrosion behaviors in metals","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":"McMaster University; Canadian Nuclear Laboratories","funders":"Atomic Energy of Canada Limited","keywords":"Hydrogen; Hydrogen embrittlement; Nickel; Diffusion; Thermal diffusivity; Anisotropy; Materials science; Thermodynamics; Work (physics); Embrittlement; Chemical physics; Chemistry; Metallurgy; Physics; Organic chemistry","score_opus":0.025231942193840933,"score_gpt":0.3127982564953334,"score_spread":0.28756631430149243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808806203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979111,0.0000047164126,0.0006364634,0.000017722168,0.0008448069,0.00048936636,0.000012020909,0.000020306794,0.0000634915],"genre_scores_gemma":[0.9994113,2.067876e-7,0.0004285326,0.000040793424,0.000059069134,0.000020446076,0.0000019136942,0.0000069544035,0.000030824136],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978611,0.00017473385,0.0005097333,0.00035650507,0.0008729525,0.00022498622],"domain_scores_gemma":[0.9990842,0.00009895171,0.0002311412,0.00029965717,0.00024258277,0.000043482403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013432339,0.00011012222,0.00017869391,0.00013142779,0.00034089616,0.00008683332,0.0007231031,0.000026430087,0.0006297989],"category_scores_gemma":[0.00017795862,0.0000788939,0.000022642667,0.0006933437,0.0006388559,0.00023270171,0.00036388065,0.000032290314,0.00010856625],"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":[0.000021805336,0.0002658822,0.008658527,0.000004758668,3.3089034e-7,6.3677754e-7,0.000561659,0.022157937,0.96794176,0.00029364802,0.0000038058554,0.00008923111],"study_design_scores_gemma":[0.0006448772,0.00017877176,0.12468635,0.000041758307,0.000012287873,0.000002462883,0.0002113802,0.02031858,0.850867,0.0028840986,0.000009979211,0.0001424849],"about_ca_topic_score_codex":0.000058379275,"about_ca_topic_score_gemma":0.000018136468,"teacher_disagreement_score":0.11707482,"about_ca_system_score_codex":0.000059409664,"about_ca_system_score_gemma":0.00012965788,"threshold_uncertainty_score":0.6895857},"labels":[],"label_agreement":null},{"id":"W2811434752","doi":"10.1016/j.commatsci.2018.06.028","title":"A critical study of the parameters governing molecular dynamics simulations of nanostructured materials","year":2018,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Boron and Carbon Nanomaterials Research","field":"Materials Science","cited_by":34,"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; Cairo University","keywords":"Molecular dynamics; Materials science; ReaxFF; Interatomic potential; Graphene; Strain rate; Hardening (computing); Strain hardening exponent; Boron nitride; Nanotechnology; Composite material; Computational chemistry; Chemistry","score_opus":0.017617366433264756,"score_gpt":0.31966063833017105,"score_spread":0.3020432718969063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811434752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996073,0.000006323116,0.0007922745,0.000088505374,0.00202683,0.00049957813,0.00042052908,0.000027746444,0.00006520495],"genre_scores_gemma":[0.9971022,2.087387e-7,0.0027543087,0.000047164725,0.000048772028,0.000013477754,0.00000886542,0.000016074744,0.000008956505],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9965836,0.00044497082,0.00076693,0.000459423,0.0013588464,0.00038627727],"domain_scores_gemma":[0.99784625,0.00024445922,0.00036277837,0.000494454,0.0009613368,0.00009071265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012428266,0.00017767043,0.00037074156,0.00013884713,0.00037234867,0.00026478313,0.0010854859,0.000060202325,0.0008167234],"category_scores_gemma":[0.0011683021,0.00013191007,0.00003927741,0.0006676353,0.0024610946,0.00032008876,0.00055944204,0.000042352865,0.000024483345],"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":[0.00007568744,0.00013602548,0.00022993135,0.000039256982,0.000005345599,0.0000014063785,0.00057946634,0.0035888306,0.98974276,0.0055695483,0.000005126848,0.000026623715],"study_design_scores_gemma":[0.00039318562,0.0003007259,0.018137341,0.000046518442,0.000018112312,0.000008271506,0.00022659544,0.0030282603,0.9742506,0.0034518952,0.0000017340859,0.000136751],"about_ca_topic_score_codex":0.00023943755,"about_ca_topic_score_gemma":0.000022779723,"teacher_disagreement_score":0.017907409,"about_ca_system_score_codex":0.00012670396,"about_ca_system_score_gemma":0.0005419252,"threshold_uncertainty_score":0.90680057},"labels":[],"label_agreement":null},{"id":"W2885513192","doi":"10.1016/j.commatsci.2018.08.024","title":"Primary radiation damage on displacement cascades in UO2, ThO2 and (U0.5Th0.5)O2","year":2018,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Nuclear Materials and Properties","field":"Materials Science","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 Saskatchewan","funders":"Los Alamos National Laboratory; Natural Sciences and Engineering Research Council of Canada; National Nuclear Security Administration; Office of Nuclear Energy; Canada Research Chairs; Compute Canada; University of Saskatchewan; U.S. Department of Energy","keywords":"Radiation damage; Cascade; Irradiation; Displacement (psychology); Oxide; Residual; Materials science; Frenkel defect; Molecular dynamics; Chemistry; Crystallographic defect; Radiochemistry; Molecular physics; Crystallography; Nuclear physics; Metallurgy; Computational chemistry; Physics","score_opus":0.014067217015869365,"score_gpt":0.2610146155022329,"score_spread":0.24694739848636357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885513192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967866,0.000039387345,0.00013183022,0.0004094595,0.0012226956,0.00025402068,0.000051409224,0.00005508503,0.0010494955],"genre_scores_gemma":[0.99621755,0.000014255727,0.002795947,0.0006066126,0.00025321427,0.000018691133,0.000015032664,0.000014652987,0.00006406844],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99808127,0.0001404376,0.00036740603,0.0005133478,0.00053953985,0.00035798052],"domain_scores_gemma":[0.9993779,0.000083002014,0.00013465808,0.00019008145,0.000118840726,0.00009551031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015021861,0.0001694826,0.00022114099,0.00018819197,0.0004005925,0.0005974318,0.000336467,0.000044688233,0.0008105108],"category_scores_gemma":[0.000104563944,0.00013786517,0.000012978565,0.00023983371,0.0009440745,0.00061628845,0.00023326253,0.00004017779,0.00042354732],"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":[0.00013627269,0.00004269046,0.00016071562,0.00003681307,0.0000010285244,0.000003455728,0.00055940135,0.0005234227,0.99026626,0.007373988,0.00015663276,0.0007393266],"study_design_scores_gemma":[0.00065027026,0.00040746378,0.19628906,0.00012352568,0.0000053784825,0.000016823968,0.00006727745,0.0015256404,0.79420656,0.005467802,0.0009059964,0.00033420406],"about_ca_topic_score_codex":0.00009344424,"about_ca_topic_score_gemma":0.000007675315,"teacher_disagreement_score":0.19612834,"about_ca_system_score_codex":0.00012099685,"about_ca_system_score_gemma":0.00012530292,"threshold_uncertainty_score":0.88745254},"labels":[],"label_agreement":null},{"id":"W2927508313","doi":"10.1016/j.commatsci.2019.03.045","title":"Bulk and surface properties of gypsum: A comparison between classical force fields and dispersion-corrected DFT calculations","year":2019,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Calcium Carbonate Crystallization and Inhibition","field":"Materials Science","cited_by":27,"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","keywords":"Gypsum; Density functional theory; Dispersion (optics); Force field (fiction); London dispersion force; Ionic bonding; Surface force; Work (physics); Field (mathematics); Surface (topology); Chemistry; Materials science; Chemical physics; Thermodynamics; Ion; Computational chemistry; van der Waals force; Molecule; Composite material; Mechanics; Physics; Optics","score_opus":0.0235811006215533,"score_gpt":0.2614440617907592,"score_spread":0.23786296116920588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2927508313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951236,0.00006560529,0.0036737178,0.00035114164,0.00029797526,0.00026363938,0.000048573984,0.000042082607,0.00013361491],"genre_scores_gemma":[0.99818385,0.0000041970247,0.0016008287,0.000053941916,0.00003245468,0.000003512769,0.000028786004,0.000007204863,0.00008522857],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998615,0.00006328007,0.00036755204,0.0003446362,0.00042694592,0.00018254014],"domain_scores_gemma":[0.9992804,0.00010720219,0.00015082241,0.000115810086,0.000250328,0.00009543983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041133314,0.00011537549,0.00025088913,0.00008738888,0.00018506584,0.00019110498,0.0001342642,0.000057233945,0.00020148318],"category_scores_gemma":[0.00009503873,0.00009836979,0.000017720264,0.00024801274,0.00082709396,0.0004101084,0.0001672391,0.000043372223,0.000019641187],"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":[0.000023444925,0.00002092526,0.0026762232,0.00006160319,0.0000016726093,1.4989403e-7,0.0003694691,0.0075796405,0.98537993,0.0038026774,0.000026523132,0.000057739027],"study_design_scores_gemma":[0.0006136653,0.00013640754,0.0456481,0.00017120747,0.000018001341,0.000011659567,0.0002816909,0.08640397,0.8650005,0.0013789362,0.00006490123,0.00027099502],"about_ca_topic_score_codex":0.000056431483,"about_ca_topic_score_gemma":0.000004007064,"teacher_disagreement_score":0.12037947,"about_ca_system_score_codex":0.000034039647,"about_ca_system_score_gemma":0.000111056055,"threshold_uncertainty_score":0.40114036},"labels":[],"label_agreement":null},{"id":"W2954246052","doi":"10.1016/j.commatsci.2019.109077","title":"Discovery of a new crystal structure of LiBeF3 and its thermodynamic and optical properties","year":2019,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Inorganic Fluorides and Related Compounds","field":"Chemistry","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":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Materials science; Crystal structure; Thermodynamics; Chemistry; Crystallography; Physics","score_opus":0.007132085733157929,"score_gpt":0.2041219496450313,"score_spread":0.19698986391187337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954246052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993148,0.00015319453,0.000051704363,0.00003172569,0.00010838744,0.000044528984,0.0000237025,0.000006910728,0.00026508726],"genre_scores_gemma":[0.9993578,0.0000058130986,0.00045411996,0.000005833916,0.000023625344,2.3558985e-7,0.0000028535749,0.000004883958,0.00014479153],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993581,0.0000044584167,0.00016982252,0.00016361084,0.00020924564,0.000094742354],"domain_scores_gemma":[0.99973005,0.000026187508,0.00007666364,0.00006924099,0.000067639136,0.00003021351],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000057060803,0.00006884127,0.00013522663,0.00003137063,0.000037865146,0.00006255041,0.00011547415,0.00003918295,0.000095479554],"category_scores_gemma":[0.0000203499,0.000049405593,0.000009505876,0.00007209233,0.00023759599,0.00020788182,0.00012390515,0.000034236236,9.02691e-7],"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":[0.000027715418,0.000007614911,0.00013231572,0.00015053154,0.0000052693645,2.8796066e-7,0.0002035333,0.0010425838,0.99205047,0.006332035,9.67104e-7,0.000046675512],"study_design_scores_gemma":[0.00027128,0.000036974387,0.0059901266,0.00011487102,0.000007950451,0.000039598126,0.000058308175,0.022872144,0.9647531,0.005770123,0.0000011440794,0.0000843865],"about_ca_topic_score_codex":0.000010472129,"about_ca_topic_score_gemma":1.7741037e-7,"teacher_disagreement_score":0.027297378,"about_ca_system_score_codex":0.000011568449,"about_ca_system_score_gemma":0.00016548115,"threshold_uncertainty_score":0.20147017},"labels":[],"label_agreement":null},{"id":"W2967993195","doi":"10.1016/j.commatsci.2019.109194","title":"Computational design of a single crystal nickel-based superalloy with improved specific creep endurance at high temperature","year":2019,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"High Temperature Alloys and Creep","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":"Safran Electronics (Canada)","funders":"","keywords":"Superalloy; Creep; Materials science; Microstructure; Turbine blade; Metallurgy; Alloy; Single crystal; Precipitation; Turbine; Thermodynamics; Crystallography","score_opus":0.007215614651980436,"score_gpt":0.18221236271565128,"score_spread":0.17499674806367085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967993195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9762309,0.00007290169,0.02237675,0.00006397348,0.00051923015,0.0004156982,0.00011461651,0.00013086652,0.00007503028],"genre_scores_gemma":[0.9437092,0.0000015357273,0.055935618,0.000070754424,0.00006943034,0.00001805084,0.00011392091,0.000032446926,0.000049026166],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99820954,0.000045149485,0.00036583652,0.0004172643,0.00062016706,0.00034202085],"domain_scores_gemma":[0.9990759,0.0001578353,0.00008423729,0.00022527357,0.00035181214,0.00010497178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028369602,0.00024707726,0.00031775978,0.00015627389,0.00016076026,0.00019140722,0.00037818443,0.0000767326,0.00042773416],"category_scores_gemma":[0.000012001886,0.00021019965,0.000035390967,0.00050327816,0.00033046165,0.00035891306,0.00004875714,0.000087934204,0.00005981068],"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":[0.000057657013,0.000023331155,0.000055411892,0.00003455302,0.0000066288717,0.0000021809738,0.000035243414,0.48358482,0.51541257,0.00070038746,0.00007803356,0.000009146416],"study_design_scores_gemma":[0.0020693135,0.00046057077,0.020861145,0.00017804875,0.000013067176,0.00005384988,0.000032315595,0.17863645,0.79609203,0.00079212675,0.00014564535,0.00066540943],"about_ca_topic_score_codex":0.000005589312,"about_ca_topic_score_gemma":0.0000012742123,"teacher_disagreement_score":0.3049484,"about_ca_system_score_codex":0.00015241701,"about_ca_system_score_gemma":0.00019740812,"threshold_uncertainty_score":0.8571693},"labels":[],"label_agreement":null},{"id":"W2971751072","doi":"10.1016/j.commatsci.2019.109234","title":"Discrepancies in the mechanical properties of gold nanowires: The importance of potential type and equilibration method","year":2019,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Metal and Thin Film Mechanics","field":"Engineering","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":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanowire; Elastic modulus; Materials science; Interatomic potential; Molecular dynamics; Softening; Range (aeronautics); Thermostat; Modulus; Atmospheric temperature range; Thermodynamics; Composite material; Nanotechnology; Computational chemistry; Chemistry; Physics","score_opus":0.01958624456705419,"score_gpt":0.23995708824895437,"score_spread":0.22037084368190019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971751072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959227,0.00010354388,0.0031580625,0.00010796095,0.0004964611,0.0001458228,0.000004997286,0.000008672118,0.000051794137],"genre_scores_gemma":[0.99574465,0.000005436129,0.004192826,0.000025061972,0.000012447692,0.0000036855554,0.0000016558299,0.0000030207577,0.000011231107],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993372,0.00004861253,0.00020109033,0.00008971872,0.00024789947,0.00007548159],"domain_scores_gemma":[0.99974126,0.00003561151,0.000049667182,0.00009793494,0.00006634758,0.000009179777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094656606,0.000048763963,0.00009946058,0.00003021229,0.000024028916,0.000034070545,0.00021480906,0.000015506046,0.000015528025],"category_scores_gemma":[0.00006908861,0.00002566197,0.000009328825,0.00024300811,0.00009168259,0.00016652679,0.000058885853,0.000026102582,0.0000021228125],"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":[0.000008774563,0.0000052990185,0.000024316658,0.000052346255,0.0000018752745,1.3660505e-7,0.00025927764,0.010335121,0.91697013,0.072285235,0.0000044801,0.000052989155],"study_design_scores_gemma":[0.000114703,0.000054768858,0.0036022728,0.000051138497,0.000005741495,0.000011067932,0.00022402362,0.295141,0.6752281,0.025480062,0.000016563057,0.000070523616],"about_ca_topic_score_codex":0.000011352757,"about_ca_topic_score_gemma":0.0000026021391,"teacher_disagreement_score":0.2848059,"about_ca_system_score_codex":0.000005698247,"about_ca_system_score_gemma":0.000039421626,"threshold_uncertainty_score":0.104646474},"labels":[],"label_agreement":null},{"id":"W3022512207","doi":"10.1016/j.commatsci.2020.109773","title":"Molecular dynamics study of the thermodynamic and kinetic properties of the solid-liquid interface in FeMn","year":2020,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","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":"Queen's University; McMaster University","funders":"ExxonMobil Research and Engineering Company","keywords":"Molecular dynamics; Monte Carlo method; Kinetic energy; Thermodynamics; Anisotropy; Atom (system on chip); Function (biology); Phase (matter); Chemical physics; Chemistry; Materials science; Interface (matter); Statistical physics; Capillary action; Physics; Computational chemistry; Classical mechanics","score_opus":0.019079070180180516,"score_gpt":0.2416206130112107,"score_spread":0.2225415428310302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022512207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99867934,0.000022353093,0.00009091645,0.0007138674,0.00016324632,0.0002694589,0.000018907998,0.0000053230383,0.000036592803],"genre_scores_gemma":[0.99984527,4.3135805e-7,0.000074058524,0.00007190142,0.0000034050586,9.303548e-7,5.0429475e-7,0.0000016955496,0.0000017825733],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9991098,0.00011163213,0.00024725168,0.00014685662,0.00029577513,0.00008866644],"domain_scores_gemma":[0.99962574,0.00004136521,0.00012527408,0.000103597675,0.00007816422,0.000025845966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018444806,0.00005731764,0.00009769038,0.000030628948,0.00008400595,0.00004002127,0.00036206094,0.000010219985,0.000049781655],"category_scores_gemma":[0.00010684257,0.00003289651,0.000012254647,0.00041467062,0.00045776335,0.0001385065,0.00008236413,0.000039536146,0.0000039519814],"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":[0.000033490975,0.000023813267,0.012650813,0.0000108677905,0.0000022752379,1.9269906e-7,0.0019358379,0.4411946,0.54398364,0.00008007236,3.2438462e-7,0.000084059466],"study_design_scores_gemma":[0.00014952748,0.00013705832,0.4907664,0.000035228004,0.000004812102,0.000002832688,0.0010114183,0.33686665,0.1707961,0.00018261623,5.350769e-7,0.0000468074],"about_ca_topic_score_codex":0.00039467122,"about_ca_topic_score_gemma":0.00021615365,"teacher_disagreement_score":0.47811562,"about_ca_system_score_codex":0.000009538064,"about_ca_system_score_gemma":0.000094351344,"threshold_uncertainty_score":0.16866481},"labels":[],"label_agreement":null},{"id":"W3037143784","doi":"10.1016/j.commatsci.2020.109888","title":"Atomistic simulation of interfacial properties and damage mechanism in graphene nanoplatelet/epoxy composites","year":2020,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Graphene research and applications","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":"Université Laval","funders":"Université de Strasbourg","keywords":"Graphene; Epoxy; Materials science; Composite material; Interphase; Molecular dynamics; Nanocomposite; Nanotechnology; Computational chemistry; Chemistry","score_opus":0.045588291038942394,"score_gpt":0.2799073369037271,"score_spread":0.2343190458647847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037143784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.980464,0.000027143915,0.018711364,0.00031540365,0.000063804706,0.00031385422,0.000046826077,0.00003215623,0.000025466474],"genre_scores_gemma":[0.99553007,0.0000034497887,0.004334526,0.00006872013,0.000024057701,0.000023384257,0.000008129171,0.0000063370344,0.0000013398832],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99860126,0.000067848036,0.00035062945,0.0003405199,0.00041800013,0.00022175527],"domain_scores_gemma":[0.99937224,0.00010385975,0.00011573157,0.00009402161,0.00019314079,0.000121002035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045929546,0.00010423755,0.00019327665,0.00014815305,0.0001693216,0.00015899855,0.00031035303,0.000022476162,0.00007776687],"category_scores_gemma":[0.00017937462,0.00009175928,0.00001495589,0.00052948087,0.0006218193,0.00039880807,0.00018742857,0.000039088976,0.000025409725],"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":[0.000047633956,0.000026795482,0.00013548457,0.00005158172,0.0000010541644,0.0000013117402,0.00036958643,0.04237076,0.94415385,0.012786117,0.000001622204,0.0000542252],"study_design_scores_gemma":[0.00027395107,0.0000821708,0.008674708,0.000040020404,0.0000027186668,0.0000023249643,0.00005749406,0.0875288,0.8885275,0.014702721,0.0000029777873,0.000104585335],"about_ca_topic_score_codex":0.000038922168,"about_ca_topic_score_gemma":0.0000026874334,"teacher_disagreement_score":0.055626303,"about_ca_system_score_codex":0.00002021053,"about_ca_system_score_gemma":0.00012749758,"threshold_uncertainty_score":0.37418345},"labels":[],"label_agreement":null},{"id":"W3045718085","doi":"10.1016/j.commatsci.2020.109951","title":"Molecular dynamics study of the mechanical behaviour of ultrathin polymer–metal multilayers under extreme dynamic conditions","year":2020,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":27,"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; Compute Canada","keywords":"Polyurea; Materials science; Polymer; Aluminium; Bilayer; Composite material; Nucleation; Penetration (warfare); Molecular dynamics; Viscoelasticity; Nanostructure; Metal; Layer (electronics); Nanopore; Nanotechnology; Metallurgy; Coating; Chemistry","score_opus":0.03343576189658318,"score_gpt":0.30103863795887686,"score_spread":0.2676028760622937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045718085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948429,0.000005644479,0.0027184589,0.00036878005,0.0008449509,0.00054703205,0.000613884,0.00004946477,0.000008874247],"genre_scores_gemma":[0.9988111,2.9474535e-7,0.00097882,0.00012261263,0.000018542985,0.000018795607,0.000025591116,0.000017239208,0.0000069582743],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99735695,0.00020351315,0.00069433276,0.00044107597,0.0009924213,0.00031171067],"domain_scores_gemma":[0.99874395,0.00007520435,0.00041639517,0.00030211924,0.00029833414,0.00016401033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005357702,0.00020528829,0.00038015662,0.00009092325,0.0002708886,0.000119654775,0.00096635765,0.00006194199,0.0003672584],"category_scores_gemma":[0.00014414248,0.0001604163,0.000074444804,0.0005638846,0.000761925,0.00031605712,0.00033086044,0.000073283234,0.000026082747],"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":[0.000036135974,0.00029880748,0.0003002755,0.000018475754,0.000005685225,0.0000036296292,0.0008511035,0.008680507,0.98537374,0.0044226223,0.0000023319417,0.0000066830116],"study_design_scores_gemma":[0.0006037472,0.00027647364,0.040546034,0.000022782913,0.000063980755,0.000010964253,0.001015653,0.0041169366,0.95262057,0.00054163137,1.3144307e-7,0.00018108137],"about_ca_topic_score_codex":0.00018768883,"about_ca_topic_score_gemma":0.000018768453,"teacher_disagreement_score":0.04024576,"about_ca_system_score_codex":0.00011200222,"about_ca_system_score_gemma":0.00049240846,"threshold_uncertainty_score":0.6541587},"labels":[],"label_agreement":null},{"id":"W3046970727","doi":"10.1016/j.commatsci.2020.109962","title":"An artificial neural network modeling approach for short and long fatigue crack propagation","year":2020,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":114,"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","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Paris' law; Extrapolation; Artificial neural network; Structural engineering; Damage tolerance; Fracture mechanics; Materials science; Nonlinear system; Crack closure; Computer science; Engineering; Machine learning; Mathematics; Composite material","score_opus":0.06335637116617901,"score_gpt":0.27238315393611456,"score_spread":0.20902678276993555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046970727","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42419022,0.000020619424,0.57532775,0.000037031255,0.00017469902,0.00016811471,0.0000072266594,0.000068312474,0.0000059985177],"genre_scores_gemma":[0.9469345,0.0000010345113,0.052430622,0.00014454678,0.0003732793,0.000020678908,0.00008255127,0.000012634202,1.3196973e-7],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992055,0.000012960141,0.00018910538,0.00022963324,0.00018037068,0.00018239228],"domain_scores_gemma":[0.9997259,0.000019078516,0.000019191237,0.00005761807,0.00008610206,0.00009212488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025719934,0.00009374158,0.00010820957,0.000028231238,0.00017674537,0.00021530117,0.00013395639,0.000030336467,0.0000048741217],"category_scores_gemma":[0.000028351862,0.00009105735,0.0000112836815,0.00016786692,0.000048937738,0.00040730578,0.0000217511,0.000037634712,0.0000010159908],"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":[0.000009401447,0.000004551117,0.000009378199,0.00004236934,0.0000016168332,2.7883362e-7,0.00014884064,0.92453086,0.07229765,0.001864479,0.000013094234,0.0010774523],"study_design_scores_gemma":[0.000047840622,0.000040400955,0.000119898876,0.0000054749285,0.000004783786,0.0000022627842,0.000018549475,0.9860239,0.01091855,0.0027068283,0.0000018391006,0.00010966124],"about_ca_topic_score_codex":7.227203e-7,"about_ca_topic_score_gemma":2.7861046e-7,"teacher_disagreement_score":0.5228972,"about_ca_system_score_codex":0.00001455775,"about_ca_system_score_gemma":0.000026413629,"threshold_uncertainty_score":0.3713211},"labels":[],"label_agreement":null},{"id":"W3093342902","doi":"10.1016/j.commatsci.2020.110079","title":"Investigation on the stability and antifouling properties of polyvinylidene fluoride (PVDF)-zwitterion mixed matrix membranes (MMMs) using molecular dynamics simulation (MDS)","year":2020,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Membrane Separation Technologies","field":"Environmental 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 Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; University of Saskatchewan","keywords":"Polyvinylidene fluoride; Membrane; Zwitterion; Chemical engineering; Materials science; Molecular dynamics; Hydrogen bond; Nanoparticle; Interaction energy; Biofouling; Polymer chemistry; Polymer; Chemistry; Composite material; Nanotechnology; Organic chemistry; Molecule; Computational chemistry","score_opus":0.06845268791627879,"score_gpt":0.264241162510344,"score_spread":0.19578847459406523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093342902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889976,0.000015630563,0.008961638,0.0014816526,0.000098778684,0.00035301532,0.000013109551,0.00006220563,0.000016381447],"genre_scores_gemma":[0.99508643,0.0000020181892,0.004672808,0.0002027118,0.000013793097,0.0000058864493,0.0000069249572,0.000008197438,0.0000012521799],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99836105,0.00011879175,0.00037150996,0.00038142133,0.000607361,0.00015984818],"domain_scores_gemma":[0.99935395,0.00011963895,0.0002364748,0.00017012302,0.00006195057,0.00005788579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007056948,0.00013299342,0.0001602527,0.000054977358,0.00028647535,0.00013710046,0.000310863,0.000042483345,0.00009036446],"category_scores_gemma":[0.00063953677,0.00010010476,0.000018434415,0.0004883074,0.0011555757,0.00047019473,0.0002526686,0.000054250795,0.000015628497],"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":[0.000018669874,0.000004389229,0.00048056804,0.00003101417,0.000001284089,3.2561616e-7,0.00027883952,0.34782487,0.65058905,0.0006910422,4.877669e-7,0.00007947917],"study_design_scores_gemma":[0.000055777018,0.000026185853,0.002272517,0.000019763942,0.000003847989,0.0000012743245,0.00009626248,0.42660114,0.56968695,0.0011687869,7.867021e-7,0.000066711546],"about_ca_topic_score_codex":0.0000683023,"about_ca_topic_score_gemma":0.0000027133265,"teacher_disagreement_score":0.080902085,"about_ca_system_score_codex":0.0001340937,"about_ca_system_score_gemma":0.00007144843,"threshold_uncertainty_score":0.4257767},"labels":[],"label_agreement":null},{"id":"W3166380555","doi":"10.1016/j.commatsci.2021.110646","title":"Atomistic and continuum modeling of 3D graphene honeycombs under uniaxial in-plane compression","year":2021,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Graphene research and applications","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":"University of Toronto; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Compute Canada","keywords":"Materials science; Graphene; Buckling; Honeycomb structure; Honeycomb; Molecular dynamics; Deformation (meteorology); Lattice (music); Composite material; Condensed matter physics; Mechanics; Nanotechnology; Physics","score_opus":0.025290915945233704,"score_gpt":0.29438062139513377,"score_spread":0.2690897054499001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166380555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9692432,0.000108183835,0.029990496,0.00014847587,0.00016265303,0.00013966528,0.00006629882,0.000020764448,0.00012024758],"genre_scores_gemma":[0.98641634,0.000015987098,0.01343597,0.000042367803,0.00002673971,0.000016139096,0.000031410662,0.000006075366,0.000008969257],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99837977,0.000092248796,0.00035840136,0.00038990416,0.00049573666,0.00028393927],"domain_scores_gemma":[0.99911267,0.00015492436,0.00009501164,0.00017670689,0.00034388862,0.00011679334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006799965,0.0001016505,0.0002155344,0.0001623773,0.00020187766,0.00015548685,0.00026770198,0.000031586165,0.00018145448],"category_scores_gemma":[0.00010667035,0.000094901334,0.000014813635,0.0005488286,0.0005515151,0.0002228893,0.00022072463,0.00004694059,0.000015040789],"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":[0.000021337626,0.000055562272,0.00020282013,0.000030611685,0.0000011776687,0.000003677536,0.000050360562,0.022778345,0.95840776,0.01838665,0.00001081029,0.00005089647],"study_design_scores_gemma":[0.00080136926,0.00003914319,0.021892332,0.00014068483,0.0000064783408,0.000040063867,0.00011554739,0.051859964,0.8088291,0.11606513,0.000008216607,0.00020193864],"about_ca_topic_score_codex":0.00007858693,"about_ca_topic_score_gemma":0.00001811369,"teacher_disagreement_score":0.14957862,"about_ca_system_score_codex":0.000024921774,"about_ca_system_score_gemma":0.00032498664,"threshold_uncertainty_score":0.3869964},"labels":[],"label_agreement":null},{"id":"W3186518037","doi":"10.1016/j.commatsci.2021.110727","title":"Design and modulation of two-dimensional Dirac materials in beryllium/boron-based binary monolayers","year":2021,"lang":"en","type":"article","venue":"Computational Materials Science","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":"University of Waterloo","funders":"Fundamental Research Funds for the Central Universities; Sichuan Province Science and Technology Support Program; China Postdoctoral Science Foundation","keywords":"Graphene; Monolayer; Beryllium; Superlattice; Chemistry; Condensed matter physics; Boron; Dirac (video compression format); Physics; Materials science; Quantum mechanics; Nanotechnology","score_opus":0.030764794006211172,"score_gpt":0.30557555510441614,"score_spread":0.27481076109820496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186518037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841463,0.00006150318,0.01487065,0.00030555314,0.00018656955,0.00030427522,0.00008267638,0.00002809201,0.000014390604],"genre_scores_gemma":[0.9278669,0.000002859723,0.07191727,0.000065827604,0.000025208083,0.000053273154,0.00005345962,0.00000960703,0.0000055995556],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99774337,0.0002574811,0.00047810466,0.0005192924,0.0006635854,0.0003381899],"domain_scores_gemma":[0.99871945,0.00035117523,0.00017080716,0.00022205974,0.0004158653,0.00012062393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016429401,0.00013982784,0.00025065974,0.0002577314,0.00022258254,0.00019477415,0.00026875365,0.000038808575,0.00041759957],"category_scores_gemma":[0.0001538867,0.00013626699,0.000018527495,0.0006977904,0.0005796757,0.0004095303,0.00016496345,0.00003769755,0.000031795254],"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":[0.00003535785,0.00006743158,0.0001199992,0.000022397318,0.0000010665534,0.0000047043322,0.000034576788,0.27057767,0.72671795,0.0023476875,0.000011317182,0.00005985325],"study_design_scores_gemma":[0.00048265987,0.000044125074,0.031112844,0.00005160582,0.000003348691,0.000008963555,0.000013522068,0.037031475,0.916917,0.014201847,0.0000013066268,0.00013125413],"about_ca_topic_score_codex":0.000098841716,"about_ca_topic_score_gemma":0.0000030408405,"teacher_disagreement_score":0.23354618,"about_ca_system_score_codex":0.000064408596,"about_ca_system_score_gemma":0.00075205596,"threshold_uncertainty_score":0.55568063},"labels":[],"label_agreement":null},{"id":"W3196739006","doi":"10.1016/j.commatsci.2021.110824","title":"Chirality, temperature, and vacancy effects on mechanical behavior of monolayer zinc-sulfide","year":2021,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"2D Materials and Applications","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":"University of Ottawa","funders":"","keywords":"Vacancy defect; Materials science; Nanoelectromechanical systems; Zigzag; Molecular dynamics; Elastic modulus; Ultimate tensile strength; Graphene; Modulus; Composite material; Condensed matter physics; Nanotechnology; Computational chemistry; Chemistry; Nanoparticle; Geometry","score_opus":0.016125478119622172,"score_gpt":0.2897871523129786,"score_spread":0.2736616741933564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196739006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981152,0.000039223472,0.00021339713,0.00028487638,0.0007879842,0.00027841004,0.00011875414,0.0000503869,0.00011181497],"genre_scores_gemma":[0.98748875,0.000008076495,0.011966405,0.00027991325,0.00011833809,0.00008454147,0.000018697701,0.00001268629,0.000022613105],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99808526,0.00010696438,0.00041692695,0.0005766537,0.00053628656,0.0002779197],"domain_scores_gemma":[0.9989093,0.00017464426,0.00016863714,0.00030196965,0.00031290163,0.00013258145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006639287,0.00016627109,0.00030354332,0.000077976656,0.00029161628,0.00030554508,0.00033223678,0.00006340474,0.00029765436],"category_scores_gemma":[0.00017653794,0.00014672427,0.000030199995,0.00032523903,0.00024190507,0.00025747792,0.0002922527,0.000048832142,0.000071862],"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":[0.000015031587,0.00009732722,0.00003726441,0.000052021955,0.0000016307333,0.0000072498956,0.000026558264,0.00010789398,0.9420484,0.057382453,0.00003652279,0.00018770118],"study_design_scores_gemma":[0.00027615528,0.00007326172,0.030384935,0.00006252157,0.000014752159,0.000032546024,0.000009640922,0.000032261727,0.95444447,0.014482926,0.000033136548,0.00015336715],"about_ca_topic_score_codex":0.000024099354,"about_ca_topic_score_gemma":0.0000017500212,"teacher_disagreement_score":0.042899527,"about_ca_system_score_codex":0.000037377682,"about_ca_system_score_gemma":0.00026070842,"threshold_uncertainty_score":0.5983242},"labels":[],"label_agreement":null},{"id":"W4200270074","doi":"10.1016/j.commatsci.2021.111166","title":"Quantum and classical molecular dynamics simulations of shocked polyurea and polyurethane","year":2021,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Energetic Materials and Combustion","field":"Engineering","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":"Carleton University; Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polyurea; Shock (circulatory); Molecular dynamics; Materials science; Polyurethane; Polymer; Shock wave; Shock response spectrum; Dissociation (chemistry); Chemical physics; Thermodynamics; Mechanics; Composite material; Chemistry; Computational chemistry; Physical chemistry; Physics; Classical mechanics","score_opus":0.0065146668309152755,"score_gpt":0.22110598881342955,"score_spread":0.21459132198251427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200270074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9664942,0.000114210365,0.03278408,0.00014373643,0.00028181734,0.00003642731,0.000048828326,0.000030997355,0.00006569688],"genre_scores_gemma":[0.99353725,0.000009363993,0.0063648582,0.000022295484,0.000017935487,0.0000013611261,0.000034257715,0.0000067057595,0.0000059805193],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993848,0.000020794752,0.00017599674,0.00013996044,0.00017168526,0.00010674322],"domain_scores_gemma":[0.99969655,0.00004844311,0.000027716243,0.00007138473,0.00010251661,0.000053391897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001136181,0.00007066613,0.00012139892,0.000053717882,0.000059217775,0.000081484395,0.000053980544,0.000030473459,0.000036959427],"category_scores_gemma":[0.000049593316,0.0000720408,0.000007756091,0.00015649814,0.00021153718,0.00009734153,0.00005436757,0.000020362948,7.5409565e-7],"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":[0.0000031229408,0.000009569589,0.000037891477,0.00004112804,0.0000032146859,0.0000026908556,0.000042757103,0.1267355,0.80838835,0.06445945,0.0000024145133,0.00027391146],"study_design_scores_gemma":[0.00016482366,0.000015936892,0.009068555,0.000028648266,0.0000087315775,0.000028669854,0.000020228254,0.5953325,0.37526003,0.019961754,0.000007079093,0.00010301575],"about_ca_topic_score_codex":0.000004395968,"about_ca_topic_score_gemma":0.0000017792225,"teacher_disagreement_score":0.46859702,"about_ca_system_score_codex":0.000024035406,"about_ca_system_score_gemma":0.00007026606,"threshold_uncertainty_score":0.29377383},"labels":[],"label_agreement":null},{"id":"W4221143821","doi":"10.1016/j.commatsci.2022.111539","title":"Comparison of all atom and united atom models for thermal transport calculations of amorphous polyethylene","year":2022,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Polymer Nanocomposite Synthesis and Irradiation","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":"Canada First Research Excellence Fund; University of British Columbia","keywords":"Atom (system on chip); Amorphous solid; Materials science; Thermal; Polyethylene; Chemical physics; Atomic physics; Thermodynamics; Chemistry; Crystallography; Physics; Composite material","score_opus":0.040883814276584315,"score_gpt":0.30628831643292054,"score_spread":0.2654045021563362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221143821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9741101,0.00011071566,0.024233738,0.00014561266,0.0002543215,0.00032330854,0.00076599047,0.000023521467,0.000032671906],"genre_scores_gemma":[0.98684233,0.0000018346827,0.012910501,0.000054500313,0.000019753146,0.000044430602,0.000109346955,0.000010665523,0.000006659246],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982994,0.0000935608,0.00055782776,0.00029171028,0.0005468287,0.000210647],"domain_scores_gemma":[0.99903995,0.00018813045,0.00038123602,0.00014224299,0.00018072197,0.00006772518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008514821,0.00011039765,0.00029745218,0.00026336385,0.0003615115,0.000033233388,0.00033058363,0.000024023888,0.00016141032],"category_scores_gemma":[0.000009152301,0.00010944395,0.000039763134,0.00038947669,0.00040575335,0.00029779176,0.00009428872,0.000028866312,0.000001076396],"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":[0.0000637506,0.00008921385,0.0003971761,0.000025037509,0.000004178087,1.7143202e-7,0.0006398704,0.19534053,0.7863845,0.016931657,0.000008606089,0.00011528374],"study_design_scores_gemma":[0.00038247113,0.00012751027,0.017143436,0.000012051093,0.000025017958,0.000004845614,0.00009707641,0.08594518,0.8936484,0.0023586086,0.00012559452,0.0001298467],"about_ca_topic_score_codex":0.00020497701,"about_ca_topic_score_gemma":0.0000016582684,"teacher_disagreement_score":0.10939534,"about_ca_system_score_codex":0.000045380737,"about_ca_system_score_gemma":0.00019026968,"threshold_uncertainty_score":0.44629946},"labels":[],"label_agreement":null},{"id":"W4282821906","doi":"10.1016/j.commatsci.2022.111573","title":"Atomistic modeling of Σ3 twin grain boundary in alloy 800H","year":2022,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Microstructure and mechanical properties","field":"Materials Science","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":"Canadian Nuclear Laboratories","funders":"","keywords":"Alloy; Grain boundary; Crystal twinning; Materials science; Metallurgy; Chemistry; Microstructure","score_opus":0.022063363977918315,"score_gpt":0.25655080769427796,"score_spread":0.23448744371635966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282821906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933982,0.0000718896,0.005011551,0.00010801526,0.0009747629,0.00018775502,0.000088174274,0.000030291101,0.0001293563],"genre_scores_gemma":[0.9933544,9.4478105e-7,0.0062551,0.0002687198,0.000034440178,0.000027546163,0.000013495249,0.000008916051,0.0000364573],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980611,0.00013351355,0.00047165423,0.00038294608,0.0006556237,0.00029516255],"domain_scores_gemma":[0.9994739,0.000053499036,0.00012883503,0.00016634053,0.00011679305,0.00006060324],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017061924,0.000110497436,0.00022340372,0.00016865655,0.0003766118,0.00011427878,0.0006267492,0.00001977503,0.0016375086],"category_scores_gemma":[0.00015317374,0.000101355756,0.000025432402,0.00038462275,0.00033151568,0.00023912959,0.0004916682,0.00007070311,0.000030809522],"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":[0.000047063906,0.00002579699,0.000009482876,0.000019697045,5.579369e-7,0.0000033941535,0.00029694338,0.18986365,0.80287534,0.006785409,0.00003583813,0.000036841735],"study_design_scores_gemma":[0.0006177541,0.00016162924,0.00041486844,0.000044010634,0.0000064977335,0.00005407038,0.0002650288,0.17761639,0.7140421,0.10621712,0.00024082574,0.0003196555],"about_ca_topic_score_codex":0.00012766705,"about_ca_topic_score_gemma":0.000003899232,"teacher_disagreement_score":0.09943171,"about_ca_system_score_codex":0.00012510958,"about_ca_system_score_gemma":0.0004754247,"threshold_uncertainty_score":0.99927515},"labels":[],"label_agreement":null},{"id":"W4283788942","doi":"10.1016/j.commatsci.2022.111629","title":"Predicting solid–liquid interfacial characteristics during rapid solidification","year":2022,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","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":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Liquidus; Supercooling; Partition coefficient; Microstructure; Diffusion; Fusion; Materials science; Thermodynamics; Mechanics; Chemistry; Metallurgy; Physics; Chromatography","score_opus":0.011996601209162894,"score_gpt":0.23065785905897154,"score_spread":0.21866125784980864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283788942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99394476,0.000019270936,0.0029194595,0.00003472271,0.0021210702,0.00013003111,0.00031041636,0.00029418975,0.0002260875],"genre_scores_gemma":[0.99902284,0.0000065711597,0.00044063348,0.00003166432,0.0002985457,0.00006909874,0.000095417905,0.000022161801,0.000013056126],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99868107,0.000038399772,0.00033589132,0.0002585329,0.00040251037,0.00028361293],"domain_scores_gemma":[0.9995903,0.000041637468,0.000101233236,0.00011341489,0.00009133456,0.000062103805],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042989067,0.00013803167,0.00016167782,0.0001453839,0.0007812905,0.00021384987,0.0003601648,0.000018009165,0.0012294906],"category_scores_gemma":[0.000060216793,0.00015285292,0.00001805717,0.00020969025,0.00014272888,0.00030509522,0.00024077034,0.000078192345,0.0000380244],"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":[0.0000486578,0.000015931691,0.00003488906,0.00009024799,0.000006209274,0.0000037262694,0.00042832128,0.11733014,0.88145304,0.00026551192,0.000029630137,0.0002936767],"study_design_scores_gemma":[0.0001794061,0.000080248145,0.020413445,0.000020676905,0.0000061496694,0.000046489506,0.00009314933,0.010344766,0.96754205,0.00065480045,0.00035639302,0.00026239766],"about_ca_topic_score_codex":0.000003041041,"about_ca_topic_score_gemma":1.263992e-7,"teacher_disagreement_score":0.106985375,"about_ca_system_score_codex":0.0001464693,"about_ca_system_score_gemma":0.000073666706,"threshold_uncertainty_score":0.9996835},"labels":[],"label_agreement":null},{"id":"W4296229030","doi":"10.1016/j.commatsci.2022.111785","title":"Simulation of diffusion with non-equilibrium vacancies, Kirkendall shift and porosity in single-phase alloys","year":2022,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"High Temperature Alloys and Creep","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":"Safran Electronics (Canada)","funders":"Agence Nationale de la Recherche","keywords":"Kirkendall effect; Vacancy defect; Materials science; Porosity; Climb; Thermodynamics; Alloy; Diffusion; CALPHAD; Dislocation; Phase (matter); Metallurgy; Phase diagram; Crystallography; Chemistry; Composite material","score_opus":0.007969480297699484,"score_gpt":0.2246897981534561,"score_spread":0.21672031785575663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296229030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99586004,0.000029045366,0.0036469598,0.000032464664,0.00017091852,0.00012402888,0.000054893902,0.000031280866,0.00005036503],"genre_scores_gemma":[0.9986149,5.4326836e-7,0.0012867599,0.000026539881,0.000017713664,0.0000079628335,0.000033629534,0.000008204353,0.000003729972],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99915594,0.000016211325,0.00018467258,0.00017245286,0.0003293685,0.00014135435],"domain_scores_gemma":[0.9997358,0.00005925147,0.000043061358,0.000075482,0.000043259788,0.000043193493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027718872,0.0000825681,0.00012808765,0.000119078075,0.000105969404,0.000056606586,0.00013451153,0.000015450067,0.000077686615],"category_scores_gemma":[0.000013050553,0.000077876175,0.000007456109,0.00034304857,0.000118207754,0.00021674145,0.00009919511,0.000048559672,6.379008e-7],"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":[0.000021082848,0.000033666187,0.0002694018,0.000016495875,9.838762e-7,0.0000025621005,0.0002460268,0.57943356,0.41976053,0.00015599497,0.000003658843,0.000056032794],"study_design_scores_gemma":[0.0016602504,0.00043919447,0.11617711,0.000047281846,0.0000077374,0.000012308986,0.000084442094,0.8193851,0.060701538,0.0010384533,0.00014802754,0.00029853883],"about_ca_topic_score_codex":0.000025017589,"about_ca_topic_score_gemma":0.000006592877,"teacher_disagreement_score":0.359059,"about_ca_system_score_codex":0.000067931214,"about_ca_system_score_gemma":0.00005841769,"threshold_uncertainty_score":0.31756982},"labels":[],"label_agreement":null},{"id":"W4309633559","doi":"10.1016/j.commatsci.2022.111881","title":"High-velocity transverse impact of monolayer graphene oxide by a molecular dynamics study","year":2022,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Graphene research 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 Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada","keywords":"ReaxFF; Graphene; Molecular dynamics; Oxide; Materials science; Projectile; Composite material; Nanocomposite; Monolayer; Penetration (warfare); Ballistic impact; Amorphous solid; Nanotechnology; Chemical engineering; Chemistry; Computational chemistry; Composite number; Organic chemistry; Metallurgy","score_opus":0.011599501609797298,"score_gpt":0.29495371714585766,"score_spread":0.2833542155360604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309633559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98410505,0.000017281678,0.013998442,0.00008522692,0.00012176396,0.00055177964,0.001046686,0.000048426606,0.000025337535],"genre_scores_gemma":[0.99553865,9.0844986e-7,0.0041728546,0.000023211089,0.0000074256536,0.00017003683,0.000069262125,0.0000121011535,0.000005566388],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99724466,0.00021492547,0.00040398623,0.0004969996,0.0012365665,0.00040285388],"domain_scores_gemma":[0.9989947,0.00007978161,0.00018546627,0.00031393435,0.000262713,0.00016339867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014005677,0.00015528443,0.00025192788,0.00023706678,0.00065156486,0.0001388522,0.0009534566,0.000016907245,0.00085246307],"category_scores_gemma":[0.000045563145,0.00014513996,0.00007904023,0.0011857445,0.00038934257,0.00025274503,0.00031680835,0.000078047364,0.000020867286],"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":[0.000049128434,0.00042964527,0.00040987748,0.000005864118,0.000010048094,0.0000036437082,0.00013623136,0.06836656,0.9218611,0.008614589,0.00006908265,0.00004420269],"study_design_scores_gemma":[0.0011374482,0.0008347446,0.059627492,0.0000061363303,0.000024347164,0.000019022275,0.00060602534,0.00988087,0.8955295,0.03194484,0.000007583513,0.00038197968],"about_ca_topic_score_codex":0.0015502872,"about_ca_topic_score_gemma":0.000007445869,"teacher_disagreement_score":0.059217613,"about_ca_system_score_codex":0.0003147406,"about_ca_system_score_gemma":0.0008235029,"threshold_uncertainty_score":0.93338734},"labels":[],"label_agreement":null},{"id":"W4312041850","doi":"10.1016/j.commatsci.2022.111948","title":"Molecular insight into structural and mechanical properties of Halloysite structure","year":2022,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"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":"Halloysite; Materials science; Zigzag; Scroll; Molecular dynamics; Modulus; Deformation (meteorology); RADIUS; Ultimate tensile strength; Composite material; Chemistry; Geometry; Mechanical engineering; Computational chemistry; Mathematics; Engineering; Computer science","score_opus":0.014925389152403405,"score_gpt":0.2559463234661534,"score_spread":0.24102093431375002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312041850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984519,0.000111981586,0.00020042798,0.00023171236,0.00074431824,0.00012183377,0.00007962942,0.00002560845,0.000032576147],"genre_scores_gemma":[0.9963361,7.40597e-7,0.0034441745,0.00014327561,0.00003065867,0.000014730597,0.0000106517355,0.0000074436443,0.0000122205365],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998531,0.00009420938,0.00029560586,0.00032958933,0.0005771482,0.00017248633],"domain_scores_gemma":[0.9994541,0.000030097459,0.00013710225,0.00013782477,0.00017514663,0.00006577489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031259883,0.00010744902,0.0001772103,0.00011843283,0.00056330394,0.00015452772,0.0003439815,0.000017851084,0.00076288165],"category_scores_gemma":[0.000071956354,0.00008963098,0.000021101165,0.00024771405,0.00045358005,0.0003164999,0.00050618866,0.000061777486,0.000003672029],"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":[0.000027323136,0.000010857196,0.000013236702,0.000018588264,0.0000021707822,0.000002794092,0.00065120414,0.023386246,0.9582902,0.01753018,0.0000071567706,0.00006003578],"study_design_scores_gemma":[0.000143616,0.000072072566,0.00094586244,0.000011506956,0.000005915702,0.000071997834,0.00010716976,0.006231194,0.9802372,0.0120003605,0.00005258165,0.00012051244],"about_ca_topic_score_codex":0.00014961933,"about_ca_topic_score_gemma":0.000005557811,"teacher_disagreement_score":0.021947004,"about_ca_system_score_codex":0.00006229841,"about_ca_system_score_gemma":0.00015842672,"threshold_uncertainty_score":0.83530194},"labels":[],"label_agreement":null},{"id":"W4312204817","doi":"10.1016/j.commatsci.2022.111958","title":"Modeling hydride growth and strain-field evolution at a stress concentrator in zirconium alloys","year":2022,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Nuclear Materials and Properties","field":"Materials Science","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":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; University Network of Excellence in Nuclear Engineering","keywords":"Materials science; Hydride; Zirconium hydride; Stress relaxation; Stress (linguistics); Zirconium alloy; Zirconium; Stress field; Plasticity; Metallurgy; Composite material; Finite element method; Crystallography; Thermodynamics; Creep; Chemistry","score_opus":0.014720038983414526,"score_gpt":0.22833431424321926,"score_spread":0.21361427525980473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312204817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972056,0.000085891435,0.00071971124,0.00036574333,0.001029665,0.00021924617,0.00022027694,0.00005778379,0.000096070384],"genre_scores_gemma":[0.99803185,0.000005270701,0.0014981738,0.0003100202,0.00007089984,0.00004176103,0.000016258797,0.000013453153,0.00001229269],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979409,0.00017225764,0.00038627448,0.00050441554,0.00059957843,0.00039656225],"domain_scores_gemma":[0.9995195,0.00007147813,0.00009915374,0.0001309236,0.00008329066,0.00009563142],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001034992,0.00014710648,0.00020863481,0.00013121967,0.000757569,0.00032662763,0.00039752948,0.000028486678,0.0010642433],"category_scores_gemma":[0.000101823796,0.00014241021,0.000016377042,0.00022853662,0.00027586974,0.0004880187,0.0006596956,0.00006377568,0.000030429223],"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":[0.00009205901,0.000027543396,0.00034894003,0.000029969266,9.39195e-7,0.0000067630485,0.00044680078,0.07109215,0.9193249,0.008598848,0.000012490306,0.000018638226],"study_design_scores_gemma":[0.00078441267,0.00023615848,0.0053452463,0.000055484023,0.0000075001053,0.00007284344,0.00063000806,0.069222994,0.9111018,0.01205768,0.00003181821,0.00045403506],"about_ca_topic_score_codex":0.00045073772,"about_ca_topic_score_gemma":0.000025735584,"teacher_disagreement_score":0.008223035,"about_ca_system_score_codex":0.00022084962,"about_ca_system_score_gemma":0.00021731584,"threshold_uncertainty_score":0.9998489},"labels":[],"label_agreement":null},{"id":"W4318992438","doi":"10.1016/j.commatsci.2023.112048","title":"Representative grain boundaries during anisotropic grain growth","year":2023,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Solidification and crystal growth phenomena","field":"Materials Science","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":"University of British Columbia","funders":"","keywords":"Anisotropy; Grain size; Grain growth; Grain boundary; Materials science; Phenomenological model; Phase field models; Statistical physics; Condensed matter physics; Phase (matter); Microstructure; Physics; Optics; Metallurgy","score_opus":0.023939360892630736,"score_gpt":0.29030299500343254,"score_spread":0.26636363411080183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318992438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994474,0.000011901679,0.0011618534,0.0008087012,0.0018852042,0.00024740817,0.00009584754,0.0005196022,0.00079546927],"genre_scores_gemma":[0.99654925,0.000004150727,0.002384763,0.00016768568,0.00015032195,0.00006677501,0.0000470176,0.000017682594,0.0006123661],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99739087,0.00013391879,0.00042257804,0.0006570151,0.0008557,0.0005399327],"domain_scores_gemma":[0.9989473,0.000092027876,0.00018454916,0.00026294577,0.00035059368,0.00016256222],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010401147,0.00017895075,0.00021298286,0.0003177133,0.0014161564,0.001200747,0.0006740442,0.000034503777,0.0007136248],"category_scores_gemma":[0.00045025526,0.00016928316,0.00003543349,0.0014353988,0.0017792023,0.00076734053,0.0003384335,0.000050788363,0.0016105926],"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":[0.000024610034,0.000020375925,0.00020508305,0.00003151923,0.000002330498,0.000009486491,0.0012181298,0.0003634143,0.9165716,0.080525406,0.0010139024,0.0000141024075],"study_design_scores_gemma":[0.0005753832,0.000054322707,0.13934603,0.000029887138,0.000006299347,0.000028273982,0.0011043337,0.00055302575,0.73123276,0.12634064,0.00035882025,0.00037022072],"about_ca_topic_score_codex":0.000050140232,"about_ca_topic_score_gemma":0.0000016546405,"teacher_disagreement_score":0.18533888,"about_ca_system_score_codex":0.00011758182,"about_ca_system_score_gemma":0.0003501247,"threshold_uncertainty_score":0.9998839},"labels":[],"label_agreement":null},{"id":"W4320879679","doi":"10.1016/j.commatsci.2023.112078","title":"Modelling of nanocrystalline insulators response to swift heavy ion irradiation","year":2023,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Ion-surface interactions and analysis","field":"Engineering","cited_by":0,"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; Ministry of Education and Science of the Republic of Kazakhstan","keywords":"Swift heavy ion; Nanocrystalline material; Materials science; Irradiation; Ion; Radiation damage; Grain boundary; Amorphous solid; Recrystallization (geology); Chemical physics; Kinetic Monte Carlo; Ion track; Molecular physics; Microstructure; Monte Carlo method; Fluence; Nanotechnology; Composite material; Chemistry; Crystallography; Nuclear physics; Physics","score_opus":0.020141300841306158,"score_gpt":0.2532584990661864,"score_spread":0.23311719822488025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320879679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9126763,0.000006374362,0.08645051,0.00010996996,0.00051066966,0.000065046814,0.000030411575,0.000120544835,0.0000301805],"genre_scores_gemma":[0.9944461,0.00000492942,0.005428423,0.00001377122,0.00004451824,0.000006187992,0.000018572628,0.000009461614,0.000028045723],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99911666,0.000024038978,0.00026599938,0.00014956946,0.00029530431,0.00014845573],"domain_scores_gemma":[0.9995575,0.000092687886,0.000040510215,0.000094406656,0.00015862254,0.00005627696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062544015,0.0000725004,0.00011316253,0.00044424523,0.00011024298,0.00006971732,0.0001335495,0.000019865873,0.00003908835],"category_scores_gemma":[0.000057613182,0.000074207856,0.000023737932,0.0012974524,0.000042448388,0.0002397766,0.00003302519,0.00002347795,0.00010846976],"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":[0.000017404169,0.0000046398563,0.0000071171557,0.0000064174887,0.000002825418,4.0505643e-7,0.00010876846,0.6203904,0.37914047,0.00024965752,0.000023872499,0.000048021135],"study_design_scores_gemma":[0.00006620332,0.000018425875,0.002420705,0.000024527879,0.0000032165447,0.0000011027249,0.000037843878,0.90197694,0.0942849,0.000993092,0.00009432931,0.00007867952],"about_ca_topic_score_codex":0.000022483995,"about_ca_topic_score_gemma":6.860258e-7,"teacher_disagreement_score":0.28485554,"about_ca_system_score_codex":0.00007004191,"about_ca_system_score_gemma":0.00005363541,"threshold_uncertainty_score":0.30261084},"labels":[],"label_agreement":null},{"id":"W4322761918","doi":"10.1016/j.commatsci.2023.112101","title":"A quantitative comparison between pseudo-binary and multi-component phase field models","year":2023,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":2,"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; McMaster University","funders":"","keywords":"Component (thermodynamics); Isothermal process; Phase (matter); Binary number; Thermodynamics; Microstructure; Materials science; Grand potential; Alloy; Field (mathematics); Similarity (geometry); Phase field models; Benchmark (surveying); Statistical physics; Binary alloy; Phase diagram; Biological system; Computer science; Metallurgy; Mathematics; Chemistry; Physics; Artificial intelligence","score_opus":0.06715072173017342,"score_gpt":0.3265985790444077,"score_spread":0.25944785731423425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322761918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.950971,0.00009000637,0.04794938,0.00009754904,0.00037466013,0.00015587434,0.00005828316,0.00028029823,0.000022934226],"genre_scores_gemma":[0.9693014,0.0000069357166,0.030556746,0.000027675147,0.000035837544,0.000012902467,0.00003509784,0.000014897443,0.000008495253],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989778,0.000018258816,0.00026233337,0.00024452983,0.0002506446,0.00024646838],"domain_scores_gemma":[0.9995583,0.00015203875,0.000039650884,0.0000938435,0.000079329526,0.00007681367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029117358,0.00013452925,0.00020176041,0.00017087342,0.00019386916,0.00015745239,0.00021974341,0.000034838486,0.000019085466],"category_scores_gemma":[0.000039042807,0.00012530512,0.000014258186,0.0003181425,0.00027317874,0.0003955189,0.00013812126,0.00005903699,0.000059840557],"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":[0.000015551414,0.000011804477,0.00010746137,0.000044323213,0.000009305703,0.0000032310804,0.0011732375,0.3023798,0.6945813,0.00095719256,0.00018267521,0.0005341715],"study_design_scores_gemma":[0.00039643564,0.00008997994,0.0056153275,0.00003025684,0.000006131613,0.000005169744,0.00013720673,0.8680484,0.12221192,0.0032800008,0.000011188245,0.00016794754],"about_ca_topic_score_codex":0.000014676062,"about_ca_topic_score_gemma":7.073304e-7,"teacher_disagreement_score":0.57236934,"about_ca_system_score_codex":0.000039843573,"about_ca_system_score_gemma":0.000037974994,"threshold_uncertainty_score":0.5109794},"labels":[],"label_agreement":null},{"id":"W4323047403","doi":"10.1016/j.commatsci.2023.112088","title":"Effect of irradiation damage on the tensile deformation of <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" altimg=\"si13.svg\" display=\"inline\" id=\"d1e1040\"><mml:mi>α</mml:mi></mml:math>-zirconium systems: A molecular dynamics study","year":2023,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Nuclear Materials and Properties","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":"Canadian Nuclear Laboratories","funders":"Atomic Energy of Canada Limited","keywords":"Zirconium; Materials science; Irradiation; Ultimate tensile strength; Radiation damage; Physics; Composite material; Nuclear physics; Metallurgy","score_opus":0.014484513661766351,"score_gpt":0.2460346054054851,"score_spread":0.23155009174371877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323047403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976924,0.000015456519,0.00014437381,0.000100717465,0.0014238334,0.000220793,0.00019915742,0.00008659204,0.0001166864],"genre_scores_gemma":[0.99927413,0.0000065829654,0.0002707923,0.000077220546,0.000101198064,0.00011197758,0.000115249575,0.000034867513,0.000007990216],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974285,0.00024891162,0.0006539425,0.00037606238,0.00095887063,0.00033371572],"domain_scores_gemma":[0.9983961,0.00032973755,0.00061337947,0.00041881858,0.00017047042,0.00007151657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002983114,0.00019626069,0.00023637315,0.00014144531,0.0004313689,0.00045776032,0.0005876927,0.000099771016,0.000040554645],"category_scores_gemma":[0.00035757112,0.00016087247,0.00007527947,0.00038808055,0.0004520191,0.0004982688,0.00033408953,0.00007359915,0.0005333271],"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":[0.0001339162,0.000043501394,0.000007140882,0.0002599709,0.000013386476,0.000008789021,0.0005628915,0.027948128,0.40547118,0.5654889,0.00002497146,0.00003722505],"study_design_scores_gemma":[0.00027915684,0.00076426734,0.0012054481,0.00018317155,0.000044084954,0.000018828205,0.00043432368,0.6987664,0.29782155,0.00032382525,0.0000125713095,0.00014633698],"about_ca_topic_score_codex":0.00027983583,"about_ca_topic_score_gemma":0.0000054902216,"teacher_disagreement_score":0.6708183,"about_ca_system_score_codex":0.00003226206,"about_ca_system_score_gemma":0.00023292397,"threshold_uncertainty_score":0.6855019},"labels":[],"label_agreement":null},{"id":"W4323927947","doi":"10.1016/j.commatsci.2023.112103","title":"Mechanical properties and deformation-driven band gap tuning on [N]-Carbophenes","year":2023,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Graphene research and applications","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 Ottawa","funders":"","keywords":"Band gap; Materials science; Condensed matter physics; Density functional theory; Deformation (meteorology); Strain (injury); Range (aeronautics); Electronic band structure; Tight binding; Crystallography; Electronic structure; Computational chemistry; Composite material; Chemistry; Optoelectronics; Physics","score_opus":0.07860860781233546,"score_gpt":0.3016868266071258,"score_spread":0.22307821879479034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323927947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99754024,0.00001284802,0.0008608976,0.0007166619,0.00019922412,0.00022640891,0.00003443782,0.00015974541,0.00024956607],"genre_scores_gemma":[0.99774593,0.000011036907,0.0019456104,0.000099867444,0.00006207124,0.00008225767,0.00001702567,0.000008193888,0.00002802236],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99834996,0.00006158699,0.00023323794,0.00035397414,0.0006480979,0.00035311983],"domain_scores_gemma":[0.99932325,0.00012499261,0.00006862657,0.00015723675,0.000178239,0.0001476463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009244159,0.00010826526,0.0001288403,0.00022656877,0.0007031535,0.00046029905,0.0003481311,0.0000266262,0.00011229782],"category_scores_gemma":[0.00019225683,0.00008464586,0.000016135024,0.000631438,0.0005258715,0.00043368482,0.000170259,0.00004100818,0.0005846113],"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":[0.000013795311,0.000013483987,0.00002501093,0.000019367464,0.0000010905997,0.000001098044,0.00012090395,0.004462578,0.95981705,0.035287537,0.000086160944,0.00015193966],"study_design_scores_gemma":[0.00022565339,0.000084376195,0.009474343,0.00006381069,0.0000032386988,0.000013178266,0.00014113696,0.022260437,0.92834705,0.039143562,0.000063944564,0.00017926641],"about_ca_topic_score_codex":0.000017492353,"about_ca_topic_score_gemma":0.0000012997615,"teacher_disagreement_score":0.031469982,"about_ca_system_score_codex":0.00003359413,"about_ca_system_score_gemma":0.00016340299,"threshold_uncertainty_score":0.75141907},"labels":[],"label_agreement":null},{"id":"W4362677890","doi":"10.1016/j.commatsci.2023.112161","title":"Tensile strain as an efficient way to tune transport properties of Graphdiyne/Borophene hetero-bilayers; a first principle investigation","year":2023,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Graphene research and applications","field":"Materials Science","cited_by":22,"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":"Government of Ontario; University of Toronto; Canada Foundation for Innovation; Ontario Research Foundation","keywords":"Borophene; Tensile strain; Materials science; Strain (injury); Ultimate tensile strength; Condensed matter physics; Nanotechnology; Composite material; Physics","score_opus":0.044180470587684706,"score_gpt":0.29925707628402176,"score_spread":0.25507660569633706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362677890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968593,0.000008710655,0.0010676215,0.000662043,0.00022068695,0.0007059204,0.00026283634,0.00017849157,0.00003438742],"genre_scores_gemma":[0.99493825,0.0000022806705,0.0046085212,0.00009624682,0.00004613455,0.00018839979,0.00007300201,0.000016717118,0.000030425246],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9971024,0.00007741819,0.00051401375,0.0006433382,0.0011432203,0.0005196109],"domain_scores_gemma":[0.99851483,0.000056202487,0.00014309668,0.00036599836,0.0005497012,0.00037018914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015722057,0.00017421666,0.00024393576,0.00043917185,0.000567706,0.0001735824,0.0007080465,0.000039153514,0.00015331617],"category_scores_gemma":[0.0001830247,0.000148122,0.000042730037,0.0018444223,0.0009185613,0.0003444496,0.00014488211,0.00004463673,0.00033916763],"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":[0.000034159988,0.000065382716,0.00013392928,0.000057020483,0.000002015203,0.0000022420052,0.00088038144,0.08995324,0.90183824,0.0069684978,0.000021395754,0.000043494434],"study_design_scores_gemma":[0.00019788554,0.00018401895,0.06213724,0.000078515135,0.000004778673,0.000007299543,0.00017033627,0.0055735116,0.9265178,0.004900479,0.00004080314,0.00018732375],"about_ca_topic_score_codex":0.00019759643,"about_ca_topic_score_gemma":0.000024688794,"teacher_disagreement_score":0.084379725,"about_ca_system_score_codex":0.00006230812,"about_ca_system_score_gemma":0.00039215334,"threshold_uncertainty_score":0.60402393},"labels":[],"label_agreement":null},{"id":"W4379662073","doi":"10.1016/j.commatsci.2023.112300","title":"Atomistically informed phase field study of austenite grain growth","year":2023,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":22,"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":"Solvent drag; Austenite; Grain growth; Grain boundary; Materials science; Phase field models; Phase (matter); Thermodynamics; Anisotropy; Grain size; Metallurgy; Chemistry; Microstructure; Physics","score_opus":0.03487402647261094,"score_gpt":0.3389920081510328,"score_spread":0.30411798167842186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379662073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962901,0.0000016787798,0.0015088579,0.00017530067,0.00060580985,0.00039515083,0.00004788653,0.0001558823,0.0008193438],"genre_scores_gemma":[0.9984852,9.483491e-7,0.0011417122,0.0001623643,0.00005485705,0.00005368838,0.000019907653,0.000008559735,0.000072730494],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979118,0.000071860755,0.0005480649,0.00036423854,0.0007836835,0.00032037008],"domain_scores_gemma":[0.998641,0.000356047,0.00020173956,0.00023074978,0.000437655,0.00013282432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011008498,0.00012655534,0.00021710926,0.00029041606,0.00026521596,0.00018620832,0.0006175632,0.000028760662,0.00056765735],"category_scores_gemma":[0.00082591653,0.000112684946,0.000022410924,0.0012000663,0.00034541823,0.00035994488,0.00022060299,0.000035841895,0.00041270486],"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":[0.00009016072,0.00030044024,0.00015871762,0.000046363217,0.0000032721205,0.000004923454,0.0014432777,0.0006106911,0.9758279,0.02098877,0.00039293227,0.00013255322],"study_design_scores_gemma":[0.0052751857,0.0019850233,0.045000732,0.000075502794,0.000033679942,0.000019796915,0.0046085273,0.0059372312,0.8870708,0.049144074,0.00017686957,0.0006725932],"about_ca_topic_score_codex":0.000030649935,"about_ca_topic_score_gemma":0.0000016995666,"teacher_disagreement_score":0.08875711,"about_ca_system_score_codex":0.00004201283,"about_ca_system_score_gemma":0.00028875476,"threshold_uncertainty_score":0.62154496},"labels":[],"label_agreement":null},{"id":"W4381995714","doi":"10.1016/j.commatsci.2023.112352","title":"Application of machine learning for the classification of corrosion behavior in different environments for material selection of stainless steels","year":2023,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Corrosion Behavior and Inhibition","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":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Random forest; Support vector machine; Corrosion; Decision tree; Classifier (UML); Machine learning; Artificial intelligence; Confusion matrix; Computer science; Confusion; Predictive modelling; Materials science; Metallurgy","score_opus":0.03272744832969919,"score_gpt":0.301770801019672,"score_spread":0.2690433526899728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381995714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8837124,0.0000032813623,0.1144762,0.000030306881,0.00035962998,0.0010768115,0.00032414,0.00001641955,8.2532074e-7],"genre_scores_gemma":[0.9982965,0.0000046986765,0.0008689789,0.000002993477,0.000031298212,0.00051987096,0.00025362647,0.000010236812,0.00001182449],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99846816,0.00006363124,0.00060080783,0.00027517718,0.00042206573,0.00017017892],"domain_scores_gemma":[0.99885565,0.000282938,0.0005238659,0.00012162218,0.00019197691,0.000023973382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011035027,0.00010161199,0.00021799529,0.00020513279,0.00017528504,0.000031470954,0.0002395835,0.00004363473,0.000042756896],"category_scores_gemma":[0.00009939009,0.00007759113,0.00004146471,0.00035077403,0.00027661616,0.00018129575,0.00007424744,0.000025232619,0.0000024321378],"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":[0.00019969167,0.000110250374,0.002473119,0.00007756624,2.5792508e-7,2.0058081e-8,0.000103552404,0.014510113,0.98091877,0.00097047014,0.0000043576165,0.0006318088],"study_design_scores_gemma":[0.00034832055,0.0001744229,0.14669438,0.000026038453,0.00001491013,6.6564866e-7,0.00007072275,0.059272774,0.79285437,0.0004766843,0.000007921915,0.000058810296],"about_ca_topic_score_codex":0.00003246304,"about_ca_topic_score_gemma":0.0000042303286,"teacher_disagreement_score":0.18806444,"about_ca_system_score_codex":0.000073733034,"about_ca_system_score_gemma":0.00005621895,"threshold_uncertainty_score":0.31640744},"labels":[],"label_agreement":null},{"id":"W4385503599","doi":"10.1016/j.commatsci.2023.112393","title":"Modeling solute-grain boundary interactions in a bcc Ti-Mo alloy using density functional theory","year":2023,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Titanium Alloys Microstructure and Properties","field":"Materials Science","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":"University of British Columbia","funders":"","keywords":"Grain boundary; Materials science; Density functional theory; Alloy; Embrittlement; Thermodynamics; Precipitation; Work (physics); Chemical physics; Crystallography; Metallurgy; Chemistry; Computational chemistry; Physics; Microstructure","score_opus":0.05332033204084027,"score_gpt":0.29309014600395505,"score_spread":0.23976981396311478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385503599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97837,0.000037281105,0.0183012,0.00014465625,0.0026836914,0.00016955765,0.000056381115,0.0001745221,0.00006271049],"genre_scores_gemma":[0.9924048,0.000002586624,0.0069817253,0.00024694996,0.00019683204,0.000013974387,0.000033683027,0.000017821209,0.00010162245],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99776775,0.00017091779,0.00044729715,0.00055985275,0.0005647715,0.000489386],"domain_scores_gemma":[0.99924403,0.00013650046,0.00009768157,0.00017180639,0.00025939062,0.00009057075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020999114,0.00018680595,0.0002265383,0.00040416856,0.00079014245,0.00057767885,0.00039752375,0.00004168672,0.0004950436],"category_scores_gemma":[0.00020947927,0.0001697304,0.00004230133,0.0007880151,0.000550861,0.0009818834,0.0003413675,0.00010385681,0.00046339873],"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":[0.000062454004,0.000014057547,0.000061476676,0.000012980967,0.0000021832943,0.0000064678597,0.00040201168,0.24791883,0.74798924,0.0034087887,0.00005713397,0.0000644068],"study_design_scores_gemma":[0.0006181569,0.000045300345,0.016505724,0.00015453866,0.000018808898,0.00022593641,0.0006101821,0.53077817,0.3129705,0.13729735,0.00014380839,0.00063149794],"about_ca_topic_score_codex":0.0002232754,"about_ca_topic_score_gemma":0.000055617125,"teacher_disagreement_score":0.43501872,"about_ca_system_score_codex":0.00020601397,"about_ca_system_score_gemma":0.0005372785,"threshold_uncertainty_score":0.69214046},"labels":[],"label_agreement":null},{"id":"W4385776964","doi":"10.1016/j.commatsci.2023.112432","title":"An accelerated strategy to characterize mechanical properties of polymer composites using the ensemble learning approach","year":2023,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Machine Learning in Materials Science","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":"York University","funders":"Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada","keywords":"Artificial neural network; Mean squared error; Computer science; Polycarbonate; Artificial intelligence; Machine learning; Materials science; Characterization (materials science); Property (philosophy); Test data; Polyethylene terephthalate; Composite material; Mathematics; Statistics; Nanotechnology","score_opus":0.08403842183990887,"score_gpt":0.3181135013394341,"score_spread":0.23407507949952525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385776964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985972,0.000011938873,0.012404453,0.0001395628,0.0006690692,0.00043254558,0.00003278703,0.0002856281,0.000052039068],"genre_scores_gemma":[0.98840094,9.48296e-7,0.011188295,0.00013719386,0.00013670803,0.0000378971,0.000029480187,0.000028621842,0.000039933093],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99600273,0.0005874115,0.00068397593,0.00080410595,0.00123165,0.00069013354],"domain_scores_gemma":[0.9984078,0.00012259449,0.0003617226,0.00042968182,0.0004740884,0.0002041569],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0039980197,0.00026776094,0.0003999207,0.00031852073,0.0010968472,0.0010786633,0.0017397038,0.00006302206,0.00027650432],"category_scores_gemma":[0.00030517438,0.00018827917,0.000037698104,0.0017641127,0.0008920307,0.00090986013,0.0005386892,0.00012280903,0.0001967822],"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":[0.000042435153,0.000035328096,0.00003254949,0.000028352244,0.0000016470207,0.0000012710967,0.0005042488,0.33924124,0.65862274,0.0014302753,0.0000047523063,0.000055141],"study_design_scores_gemma":[0.00010977385,0.0001590777,0.0028013263,0.00004402209,0.0000054065736,0.000025787316,0.00023923199,0.2172896,0.7788439,0.0002759887,0.0000037040136,0.00020221961],"about_ca_topic_score_codex":0.00022942889,"about_ca_topic_score_gemma":0.0000011475004,"teacher_disagreement_score":0.121951655,"about_ca_system_score_codex":0.00006533877,"about_ca_system_score_gemma":0.00040659335,"threshold_uncertainty_score":0.99995834},"labels":[],"label_agreement":null},{"id":"W4387199889","doi":"10.1016/j.commatsci.2023.112526","title":"A first-principles study of ternary metal chalcogenides <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" altimg=\"si21.svg\" display=\"inline\" id=\"d1e1775\"><mml:mrow><mml:mi mathvariant=\"normal\">Ba</mml:mi><mml:mn>2</mml:mn><mml:mi mathvariant=\"normal\">MnX</mml:mi><mml:mn>3</mml:mn></mml:mrow></mml:math> <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" altimg=\"si22.svg\" display=\"inline\" id=\"d1e1787\"><mml:mrow><mml:mo>(</mml:mo><mml:mi mathvariant=\"normal\">X</mml:mi><mml:mo linebreak=\"goodbreak\" linebreakstyle=\"after\">=</mml:mo><mml:mi mathvariant=\"normal\">Te,Se,S</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:math> for efficient thermoelectric applications empowered by machine-learning interatomic potential","year":2023,"lang":"lv","type":"article","venue":"Computational Materials Science","topic":"Advanced Thermoelectric Materials and Devices","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":"Terramera (Canada)","funders":"","keywords":"Ternary operation; Orthorhombic crystal system; Density functional theory; Thermoelectric materials; Materials science; Thermoelectric effect; Phonon; Band gap; Condensed matter physics; Thermal conductivity; Figure of merit; Crystal structure; Thermodynamics; Physics; Crystallography; Chemistry; Computer science; Quantum mechanics; Optoelectronics","score_opus":0.014912903781831787,"score_gpt":0.24848337135875023,"score_spread":0.23357046757691843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387199889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94882447,0.0017134718,0.008665612,0.0006320838,0.005334081,0.00032763134,0.003818166,0.00086299516,0.029821472],"genre_scores_gemma":[0.9745378,0.0014338387,0.007626037,0.0014800727,0.0035302101,0.0049418616,0.00468201,0.0015342471,0.00023391309],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9775014,0.0012912982,0.005501783,0.0046830084,0.0056900377,0.005332467],"domain_scores_gemma":[0.9837167,0.003392462,0.0064788978,0.0035078179,0.0007360892,0.0021679946],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.0067836344,0.0023798118,0.0011725068,0.0016637701,0.005493254,0.005209205,0.006075887,0.0032886653,0.06594418],"category_scores_gemma":[0.0026855534,0.003967932,0.0025630936,0.0035825642,0.0034450558,0.003927137,0.0058711357,0.0024805986,0.0037037502],"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":[0.0051675956,0.0017280455,0.00001135336,0.0033836856,0.002546375,0.0021736373,0.004331246,0.03638871,0.0551492,0.86489344,0.02254562,0.0016810674],"study_design_scores_gemma":[0.0031356942,0.0028639028,0.0001349556,0.0015849305,0.0020497749,0.003700228,0.002114474,0.3892317,0.5901036,0.0007199902,0.0017410018,0.0026196744],"about_ca_topic_score_codex":0.0037753563,"about_ca_topic_score_gemma":0.0010734729,"teacher_disagreement_score":0.8641735,"about_ca_system_score_codex":0.00007586762,"about_ca_system_score_gemma":0.0035485285,"threshold_uncertainty_score":0.9998207},"labels":[],"label_agreement":null},{"id":"W4387388071","doi":"10.1016/j.commatsci.2023.112546","title":"DFT based kinetic Monte Carlo study of metal surface Growth: Comparison of a restricted and an unrestricted diffusion model","year":2023,"lang":"en","type":"article","venue":"Computational Materials Science","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":"Institut National de la Recherche Scientifique","funders":"Universidad Tecnológica de Pereira; Ministrstvo za visoko šolstvo, znanost in tehnologijo; Universidad Nacional de Colombia","keywords":"Kinetic Monte Carlo; Diffusion; Surface roughness; Surface diffusion; Monte Carlo method; Surface finish; Deposition (geology); Materials science; Thermodynamics; Chemistry; Physical chemistry; Physics; Metallurgy; Mathematics; Statistics","score_opus":0.047244851628898486,"score_gpt":0.3108989449284129,"score_spread":0.26365409329951445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387388071","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990138,0.0000096433405,0.00025137066,0.0000472385,0.00017562235,0.00027943825,0.00014375868,0.000056716155,0.000022435794],"genre_scores_gemma":[0.99679583,0.0000014198856,0.0031355703,0.000009479978,0.000008754499,0.0000011552893,0.000037723083,0.0000037459988,0.0000062960853],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982158,0.0001485107,0.00048400954,0.00030526516,0.00065998,0.00018643345],"domain_scores_gemma":[0.99880046,0.00034349653,0.00024126832,0.00014969491,0.00035767164,0.00010743416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035699195,0.000107291555,0.00024185886,0.00028577185,0.00019208099,0.000073975454,0.00025708805,0.000025747446,0.000091431306],"category_scores_gemma":[0.00018896101,0.00009622115,0.00001589858,0.0014640968,0.0003121362,0.0004311016,0.000039880983,0.000043699445,0.000013838095],"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":[0.000052572508,0.00012476215,0.08900352,0.000009402677,0.0000033818906,9.833399e-7,0.00060969417,0.73342675,0.17663029,0.00002562364,0.000009415726,0.00010360186],"study_design_scores_gemma":[0.00025282722,0.00022722596,0.45889345,0.0000074058707,0.000008870691,6.6421075e-7,0.0003963558,0.53105783,0.008962569,0.0001401342,3.440599e-7,0.000052329575],"about_ca_topic_score_codex":0.0017789052,"about_ca_topic_score_gemma":0.00016185394,"teacher_disagreement_score":0.36988994,"about_ca_system_score_codex":0.00000702684,"about_ca_system_score_gemma":0.00012404668,"threshold_uncertainty_score":0.39237845},"labels":[],"label_agreement":null},{"id":"W4387924674","doi":"10.1016/j.commatsci.2023.112573","title":"Electrons trapped in graphene magnetic quantum dots with mass term","year":2023,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Graphene research and applications","field":"Materials Science","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":"Canadian Quantum Research Center","funders":"","keywords":"Quantum dot; Electron; Physics; Condensed matter physics; Bound state; Magnetic field; Graphene; Quantum tunnelling; Graphene quantum dot; Scattering; Hamiltonian (control theory); Effective mass (spring–mass system); Principal quantum number; Atomic physics; Quantum; Quantum mechanics; Quantum dissipation","score_opus":0.01821371846726031,"score_gpt":0.28707024108766754,"score_spread":0.2688565226204072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387924674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995905,0.00002346859,0.0025889184,0.00057440717,0.0001292842,0.00037417753,0.00005815722,0.00016993812,0.00017664648],"genre_scores_gemma":[0.9961948,0.000016913045,0.0034380627,0.00004784001,0.000036039135,0.000178634,0.000037746195,0.000013970833,0.00003601429],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9975071,0.000078226425,0.00030338575,0.00055726606,0.00081193115,0.0007420658],"domain_scores_gemma":[0.99920905,0.00012403716,0.00007779573,0.00025426096,0.00016224799,0.00017258374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010971177,0.00015255611,0.00018605695,0.0005798001,0.00035837266,0.00033282,0.0006525872,0.000026639244,0.00029876805],"category_scores_gemma":[0.000056602126,0.00012613008,0.000022621307,0.0028581913,0.0007817046,0.00042122745,0.00009029185,0.000065510605,0.0005864709],"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":[0.00003120647,0.00003816492,0.0005075301,0.000015049629,8.989168e-7,0.000010419336,0.000073145515,0.0030084918,0.97543377,0.020672861,0.000053655145,0.00015482918],"study_design_scores_gemma":[0.00073829415,0.00028979778,0.34273142,0.000056881665,0.0000052222795,0.000025293808,0.000100003876,0.0047529275,0.56811523,0.08278048,0.000049905804,0.00035453707],"about_ca_topic_score_codex":0.000050196766,"about_ca_topic_score_gemma":0.000013800096,"teacher_disagreement_score":0.4073185,"about_ca_system_score_codex":0.00005631201,"about_ca_system_score_gemma":0.00042454584,"threshold_uncertainty_score":0.7538092},"labels":[],"label_agreement":null},{"id":"W4388361857","doi":"10.1016/j.commatsci.2023.112580","title":"Machine learning models for the discovery of direct band gap materials for light emission and photovoltaics","year":2023,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Machine Learning in Materials Science","field":"Materials Science","cited_by":17,"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; Government of Ontario; University of Toronto; Canada Foundation for Innovation; Ontario Research Foundation","keywords":"Band gap; Photovoltaics; Direct and indirect band gaps; Computer science; Wide-bandgap semiconductor; Materials science; Photovoltaic system; Computational physics; Optoelectronics; Physics; Engineering; Electrical engineering","score_opus":0.035306131132698426,"score_gpt":0.2954086929149833,"score_spread":0.26010256178228486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388361857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9624055,0.000119085686,0.032730985,0.000571613,0.0019683864,0.0011936658,0.00070207485,0.0001852444,0.00012344478],"genre_scores_gemma":[0.9912781,0.000045495137,0.007700658,0.00008095949,0.00018467614,0.00024004321,0.00006708773,0.000036076137,0.00036688347],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9967592,0.00018081881,0.0007171651,0.00079072855,0.0009384478,0.00061366626],"domain_scores_gemma":[0.99683756,0.0016865872,0.000523999,0.0003196938,0.00052690326,0.00010524181],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0076977583,0.00027814036,0.00048402598,0.00023576326,0.0012743768,0.00096031884,0.00091447664,0.000070849135,0.00010146937],"category_scores_gemma":[0.002030621,0.0001924771,0.000057771547,0.00059287436,0.00086277904,0.0010269731,0.00039298172,0.000056793182,0.000016398548],"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":[0.00015591804,0.000017978364,0.000038174006,0.00019841068,0.000004035504,5.7455105e-7,0.0003852908,0.084042735,0.9105067,0.00437956,0.00019979654,0.00007077298],"study_design_scores_gemma":[0.00041887534,0.00014721102,0.0005727976,0.00008856706,0.000017507451,0.000009324303,0.00006966444,0.14343606,0.83461523,0.020000298,0.00039815315,0.00022633436],"about_ca_topic_score_codex":0.000096518306,"about_ca_topic_score_gemma":0.0000022538773,"teacher_disagreement_score":0.07589154,"about_ca_system_score_codex":0.000060054404,"about_ca_system_score_gemma":0.00028367125,"threshold_uncertainty_score":0.9801604},"labels":[],"label_agreement":null},{"id":"W4388850839","doi":"10.1016/j.commatsci.2023.112665","title":"Functionalized carbophenes as high-capacity versatile gas adsorbents: An ab initio study","year":2023,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":6,"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 Ottawa","funders":"Division of Materials Research; Centro Nacional de Processamento de Alto Desempenho em São Paulo; Conselho Nacional de Desenvolvimento Científico e Tecnológico; University of Waterloo; Fundação de Amparo à Pesquisa do Estado de São Paulo; University of Washington; National Science Foundation","keywords":"Adsorption; Density functional theory; Ab initio; Desorption; Steric effects; Chemistry; Materials science; Computational chemistry; Chemical engineering; Physical chemistry; Organic chemistry","score_opus":0.026458877214491087,"score_gpt":0.25500410322340705,"score_spread":0.22854522600891597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388850839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948157,0.000017459157,0.0003094735,0.000068600915,0.0018271068,0.00029905097,0.000062628686,0.002278406,0.0003215873],"genre_scores_gemma":[0.9984709,0.0000046138825,0.001195619,0.000047318816,0.00010567744,0.00008389453,0.000056269084,0.000023249951,0.000012470707],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9983277,0.000040804065,0.0002786205,0.0003695912,0.00067486434,0.00030842138],"domain_scores_gemma":[0.9992952,0.00011000881,0.000049453545,0.00027903373,0.00018395486,0.00008235103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005241084,0.00017610574,0.00020725159,0.00037398413,0.0001172554,0.00021902814,0.00045858056,0.00005293466,0.0003471123],"category_scores_gemma":[0.00021725253,0.00017926063,0.000024037188,0.0010749031,0.00032951526,0.00052736193,0.00014665854,0.00007238549,0.000362765],"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":[0.00004007556,0.00011906669,0.0005901705,0.00004548349,0.000042214197,0.000033903812,0.00083230255,0.53176373,0.44599608,0.019070474,0.0006846933,0.00078180863],"study_design_scores_gemma":[0.0032461025,0.0006913051,0.44502974,0.00008994409,0.00007278518,0.00007603379,0.0035738205,0.07517369,0.21221474,0.25776163,0.00047287106,0.0015973368],"about_ca_topic_score_codex":0.00008275155,"about_ca_topic_score_gemma":0.000007239781,"teacher_disagreement_score":0.45659006,"about_ca_system_score_codex":0.00014542228,"about_ca_system_score_gemma":0.00008377078,"threshold_uncertainty_score":0.7310037},"labels":[],"label_agreement":null},{"id":"W4389279067","doi":"10.1016/j.commatsci.2023.112680","title":"Origin of gamma surface asymmetries in body-centered cubic refractory high entropy alloys","year":2023,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"High Entropy Alloys Studies","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 Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada","keywords":"Crystal twinning; Stacking-fault energy; Materials science; Tungsten; Ductility (Earth science); Stacking fault; High entropy alloys; Grain boundary; Tantalum; Stacking; Alloy; Condensed matter physics; Cubic crystal system; Population; Dislocation; Metallurgy; Chemistry; Creep; Composite material; Physics","score_opus":0.019473431493912202,"score_gpt":0.2599701614453171,"score_spread":0.2404967299514049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389279067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99722505,0.00006879095,0.0007868763,0.00009032673,0.0012845026,0.00014521557,0.00006752181,0.00023078946,0.000100938734],"genre_scores_gemma":[0.99696136,0.000065811284,0.002817348,0.000011699708,0.000050982304,0.000008738517,0.00003088614,0.000017909477,0.000035242447],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983934,0.000042414693,0.00040969127,0.0002571072,0.0005218345,0.0003755417],"domain_scores_gemma":[0.9993984,0.00019707436,0.000071804985,0.00014802882,0.00012640245,0.0000582724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053415046,0.00014910883,0.00027254922,0.00034219472,0.000085291875,0.00006771114,0.0003474249,0.000034124216,0.00007760947],"category_scores_gemma":[0.00014932419,0.00014934812,0.000023802633,0.0012907397,0.0003168116,0.00030004332,0.00013621034,0.000055814155,0.0001827015],"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":[0.000014836199,0.000024480478,0.0019189338,0.00007039869,0.000012228973,0.000011158222,0.00024709138,0.3232732,0.6658976,0.008023285,0.00046232672,0.000044453103],"study_design_scores_gemma":[0.0010818129,0.00010088122,0.4440309,0.00015588154,0.000010877968,0.000006167247,0.00013740142,0.054316435,0.49267864,0.005989537,0.0010132995,0.00047817169],"about_ca_topic_score_codex":0.000040589057,"about_ca_topic_score_gemma":0.000004967293,"teacher_disagreement_score":0.44211197,"about_ca_system_score_codex":0.00015479019,"about_ca_system_score_gemma":0.00008472681,"threshold_uncertainty_score":0.609024},"labels":[],"label_agreement":null},{"id":"W4389356613","doi":"10.1016/j.commatsci.2023.112711","title":"Magnetic field effect on tunneling through triple barrier in AB bilayer graphene","year":2023,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Graphene research and applications","field":"Materials Science","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":"Canadian Quantum Research Center","funders":"","keywords":"Quantum tunnelling; Condensed matter physics; Bilayer graphene; Graphene; Conductance; Rectangular potential barrier; Band gap; Transmission coefficient; Bilayer; Materials science; Physics; Transmission (telecommunications); Chemistry; Nanotechnology","score_opus":0.02416102491680164,"score_gpt":0.3195319397004927,"score_spread":0.29537091478369104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389356613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968305,0.000032530206,0.00092956226,0.00053909473,0.00056864606,0.00042781612,0.00004776061,0.00014082818,0.00048323907],"genre_scores_gemma":[0.9976169,0.00001231422,0.0017506748,0.00027398384,0.000078472745,0.00017675056,0.000018698192,0.000012216741,0.00005997465],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976074,0.0001320603,0.00033588032,0.00057012954,0.0007771467,0.00057736546],"domain_scores_gemma":[0.99881613,0.0005983638,0.00006611483,0.00027830582,0.00011360267,0.00012749727],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001734641,0.0001534344,0.0002041504,0.00040222378,0.00039324,0.00030594348,0.0006003774,0.000044692883,0.00080606475],"category_scores_gemma":[0.00048058442,0.00012928317,0.000040661005,0.0019747093,0.00033289,0.00033561603,0.00016995899,0.00007801131,0.0014184577],"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":[0.000043185468,0.000028991193,0.00025360257,0.000020070163,7.2472363e-7,0.000007356309,0.0000914342,0.0067203767,0.98419785,0.007774464,0.00043534714,0.0004265999],"study_design_scores_gemma":[0.00050853885,0.00042834354,0.019073786,0.000058225145,0.000002620217,0.0000052172636,0.00003585886,0.0025108277,0.9309289,0.046116326,0.00013118198,0.00020021353],"about_ca_topic_score_codex":0.000095693955,"about_ca_topic_score_gemma":0.000005250351,"teacher_disagreement_score":0.053268984,"about_ca_system_score_codex":0.000046624755,"about_ca_system_score_gemma":0.00017653368,"threshold_uncertainty_score":0.9993591},"labels":[],"label_agreement":null},{"id":"W4390141377","doi":"10.1016/j.commatsci.2023.112730","title":"Interatomic force fields for zirconium based on the embedded atom method and the tabulated Gaussian Approximation Potential","year":2023,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Machine Learning in Materials Science","field":"Materials Science","cited_by":5,"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; University Network of Excellence in Nuclear Engineering","keywords":"Embedded atom model; Force field (fiction); Interatomic potential; Maxima and minima; Molecular dynamics; Gaussian; Atom (system on chip); Potential energy; Potential energy surface; Central force; Stacking-fault energy; Spurious relationship; Statistical physics; Physics; Ab initio; Atomic physics; Classical mechanics; Dislocation; Quantum mechanics; Condensed matter physics; Computer science","score_opus":0.013549288099608555,"score_gpt":0.29868286240155867,"score_spread":0.28513357430195013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390141377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6216866,0.0000035196776,0.37067243,0.005308034,0.00122369,0.0008018809,0.00005230908,0.0001567741,0.000094799965],"genre_scores_gemma":[0.96792394,8.4230476e-7,0.030227855,0.0013048849,0.00015679916,0.00023271157,0.00003586711,0.000019779072,0.00009731612],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99685293,0.00060276955,0.00051195495,0.0006955051,0.0008165972,0.00052026456],"domain_scores_gemma":[0.99714243,0.0017637733,0.00032682414,0.0004236956,0.00025333703,0.00008992003],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0088368915,0.00023687583,0.00029527975,0.00020670192,0.0014446981,0.001385303,0.0010854756,0.00006887849,0.00036927988],"category_scores_gemma":[0.000991869,0.00013612422,0.000058277965,0.00074339076,0.0013315765,0.00036713056,0.0002893516,0.00010249107,0.00016099215],"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":[0.00021252903,0.00001153252,0.00000357419,0.000032820753,0.0000021833318,0.000001148235,0.00047125824,0.290532,0.6629988,0.04534474,0.00028890016,0.00010054645],"study_design_scores_gemma":[0.0007567737,0.00005888572,0.0008369613,0.000043958204,0.000008393115,0.000012674821,0.000081889324,0.7454724,0.21474805,0.037782904,0.000039033243,0.00015809968],"about_ca_topic_score_codex":0.00002966164,"about_ca_topic_score_gemma":0.0000012553515,"teacher_disagreement_score":0.45494038,"about_ca_system_score_codex":0.000053739957,"about_ca_system_score_gemma":0.00023915118,"threshold_uncertainty_score":0.9998553},"labels":[],"label_agreement":null},{"id":"W4392351325","doi":"10.1016/j.commatsci.2024.112914","title":"Study of lithium transport in Li2O component of the solid electrolyte interphase in lithium-ion batteries","year":2024,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Advancements in Battery Materials","field":"Engineering","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; Hydro-Québec","keywords":"Monte Carlo method; Kinetic Monte Carlo; Electrolyte; Diffusion; Chemistry; Ion; Density functional theory; Chemical physics; Lithium (medication); Vacancy defect; Materials science; Thermodynamics; Atomic physics; Computational chemistry; Physical chemistry; Physics; Crystallography; Electrode","score_opus":0.014781769731519746,"score_gpt":0.28081397275386655,"score_spread":0.2660322030223468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392351325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99635404,0.000051110368,0.0013993472,0.00005222586,0.0016155688,0.00038304267,0.000045099554,0.000040759092,0.00005882188],"genre_scores_gemma":[0.9994622,0.0000034075176,0.00041772475,0.000021186865,0.000031789987,0.000034747205,0.0000061316837,0.000014557624,0.000008250401],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99839664,0.000065054744,0.00070175045,0.00023815091,0.00038812216,0.000210258],"domain_scores_gemma":[0.99961203,0.0000760931,0.00006747686,0.00017315953,0.000050156505,0.000021104552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068306184,0.00013523852,0.00027428544,0.00027992975,0.000030234572,0.00004737636,0.00039680337,0.00002489388,0.000059394086],"category_scores_gemma":[0.000021173812,0.000109439665,0.000017018316,0.0005759487,0.00022898857,0.00032663936,0.00008081745,0.00006658981,0.000004381223],"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":[0.000031085205,0.00011536149,0.0010129059,0.00017569071,0.0000065966096,0.000007940803,0.0023889088,0.16428836,0.8316421,0.00025264852,0.000008134108,0.000070267866],"study_design_scores_gemma":[0.00046310187,0.000145041,0.09334205,0.00048989506,0.000009058352,0.000010177852,0.00020943006,0.0051463284,0.8977146,0.0022870586,0.000019678275,0.00016359414],"about_ca_topic_score_codex":0.000024127694,"about_ca_topic_score_gemma":0.000013709422,"teacher_disagreement_score":0.15914203,"about_ca_system_score_codex":0.000104139464,"about_ca_system_score_gemma":0.0000682516,"threshold_uncertainty_score":0.446282},"labels":[],"label_agreement":null},{"id":"W4393167365","doi":"10.1016/j.commatsci.2024.112921","title":"Corrigendum to “Functionalized carbophenes as high-capacity versatile gas adsorbents: An ab initio study” [Comput. Mater. Sci. 232 (2023) 112665]","year":2024,"lang":"en","type":"erratum","venue":"Computational Materials Science","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Adsorption; Ab initio; Materials science; Ab initio quantum chemistry methods; Computational chemistry; Chemical engineering; Chemistry; Physical chemistry; Thermodynamics; Organic chemistry; Physics; Molecule; Engineering","score_opus":0.03131979303692561,"score_gpt":0.2718904093324166,"score_spread":0.24057061629549098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393167365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7524232,0.00023244879,0.0026195475,0.00021348073,0.22833478,0.0019245183,0.0019067897,0.0014918498,0.010853346],"genre_scores_gemma":[0.9718021,0.000050618,0.003443832,0.00085413875,0.0035315014,0.00033064204,0.0039303075,0.00022237239,0.015834486],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99506515,0.00012424296,0.0009818659,0.001248259,0.0018984288,0.00068202737],"domain_scores_gemma":[0.9981999,0.000046426252,0.0001511528,0.0005598467,0.000556346,0.00048632652],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00088308845,0.00070169364,0.00077434,0.000835084,0.00046332946,0.0011355559,0.0010120203,0.0002524568,0.0044844705],"category_scores_gemma":[0.00005842715,0.0007215974,0.00010075223,0.0011834126,0.00031773516,0.00071695575,0.00015337717,0.00040604925,0.0025120238],"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":[0.00020059524,0.000552057,0.00004149444,0.0013439872,0.0003074755,0.00020609288,0.0027730297,0.35738656,0.02802644,0.00843955,0.6003706,0.0003521412],"study_design_scores_gemma":[0.008617677,0.0045280205,0.06320106,0.0043667126,0.0015534458,0.0005938811,0.0019493977,0.19518907,0.04019506,0.075342886,0.5906199,0.0138428295],"about_ca_topic_score_codex":0.00033655707,"about_ca_topic_score_gemma":0.00007890735,"teacher_disagreement_score":0.22480328,"about_ca_system_score_codex":0.0003926767,"about_ca_system_score_gemma":0.00080351124,"threshold_uncertainty_score":0.99990135},"labels":[],"label_agreement":null},{"id":"W4394704102","doi":"10.1016/j.commatsci.2024.113004","title":"Unusual acceleration and size effects in grain boundary migration with shear coupling","year":2024,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":4,"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; National Natural Science Foundation of China; Compute Canada","keywords":"Materials science; Grain boundary; Acceleration; Shear (geology); Grain size; Coupling (piping); Mechanics; Chemical physics; Physics; Composite material; Classical mechanics; Microstructure","score_opus":0.010137092700828635,"score_gpt":0.2508861795263079,"score_spread":0.24074908682547924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394704102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918869,0.0002615432,0.0064748093,0.00028925034,0.0007408221,0.00023754004,0.000010879562,0.000075805336,0.000022448658],"genre_scores_gemma":[0.9920989,0.0000056149006,0.007624148,0.00012844159,0.00008315316,0.000018472558,0.000008256035,0.000009342138,0.000023649842],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987872,0.000035706875,0.00021677506,0.0004100976,0.0003358478,0.00021435769],"domain_scores_gemma":[0.9995771,0.0001757626,0.00003691635,0.00007553918,0.00007673071,0.000057950714],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00077653624,0.00011681965,0.00013725724,0.00008549463,0.00022496021,0.0010647819,0.00013392432,0.000035509536,0.000082336206],"category_scores_gemma":[0.00012401995,0.000084409425,0.00000850011,0.00031074128,0.00035830188,0.00077357003,0.00006901432,0.00005286973,0.00003325199],"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":[0.00003719864,0.000008198935,0.000036728292,0.00010275102,9.178262e-7,0.00000792373,0.0003744895,0.0026145466,0.98968613,0.006771536,0.000024416719,0.00033517453],"study_design_scores_gemma":[0.00025058884,0.00016532325,0.011562034,0.00024290121,0.000006566675,0.000050609884,0.000046377012,0.027132869,0.9438017,0.016447177,0.000103567654,0.00019026245],"about_ca_topic_score_codex":0.000057424535,"about_ca_topic_score_gemma":0.000021890675,"teacher_disagreement_score":0.045884397,"about_ca_system_score_codex":0.000063621206,"about_ca_system_score_gemma":0.00026518616,"threshold_uncertainty_score":0.9999722},"labels":[],"label_agreement":null},{"id":"W4396592175","doi":"10.1016/j.commatsci.2024.113045","title":"A three-dimensional phase-field model for studying the orientation-dependent interface evolution in stress-induced martensitic phase transformation","year":2024,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Microstructure and Mechanical Properties of Steels","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":"University of Waterloo","funders":"","keywords":"Phase (matter); Transformation (genetics); Materials science; Martensite; Stress (linguistics); Orientation (vector space); Diffusionless transformation; Interface (matter); Field (mathematics); Shape-memory alloy; Stress field; Condensed matter physics; Thermodynamics; Physics; Chemistry; Metallurgy; Geometry; Finite element method; Microstructure; Composite material; Mathematics","score_opus":0.030565388160606163,"score_gpt":0.29836202965909425,"score_spread":0.2677966414984881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396592175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55604887,0.000059511978,0.44266537,0.00014575584,0.0006356505,0.00032622824,0.00005539116,0.00005363476,0.000009590614],"genre_scores_gemma":[0.99811924,0.0000010398697,0.0016540005,0.000066495726,0.000059147074,0.000059602226,0.000025294728,0.000011593157,0.0000035897485],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989617,0.0000116339625,0.0003128975,0.00021623331,0.00029224306,0.00020528471],"domain_scores_gemma":[0.9996322,0.00011820896,0.000022884207,0.0000829498,0.0001052155,0.00003858883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004515532,0.0001132535,0.00011203292,0.000120962875,0.00016394074,0.00021036936,0.00017163211,0.00003515603,0.000026503207],"category_scores_gemma":[0.000033004286,0.000084273735,0.000025494559,0.00020428734,0.000046620105,0.00052787655,0.000026710402,0.00007606901,0.000010583429],"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":[0.000038131097,0.00002009617,2.4144882e-7,0.000060653972,0.0000047498606,7.002359e-7,0.00054573437,0.4091186,0.58494264,0.0036814383,0.000028800243,0.0015582399],"study_design_scores_gemma":[0.000586036,0.00007950954,0.00001872033,0.000084619925,0.000008928445,0.0000066276043,0.00007847902,0.7964232,0.19242275,0.010200978,0.0000029875384,0.00008718295],"about_ca_topic_score_codex":0.000013514603,"about_ca_topic_score_gemma":0.000018349305,"teacher_disagreement_score":0.44207036,"about_ca_system_score_codex":0.00013898838,"about_ca_system_score_gemma":0.0001137669,"threshold_uncertainty_score":0.34365833},"labels":[],"label_agreement":null},{"id":"W4398795454","doi":"10.1016/j.commatsci.2024.113114","title":"Machine learning-aided phase and mechanical properties prediction in multi-principal element alloys","year":2024,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"High Entropy Alloys Studies","field":"Engineering","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":"Memorial University of Newfoundland","funders":"","keywords":"Principal (computer security); Phase (matter); Materials science; Element (criminal law); Metallurgy; Computer science; Chemistry","score_opus":0.03040599627006794,"score_gpt":0.27495423689683945,"score_spread":0.24454824062677152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398795454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97809166,0.00049271836,0.020055344,0.00009385547,0.00070937356,0.00018663358,0.000036853984,0.0002995459,0.000033988323],"genre_scores_gemma":[0.9957415,0.000043157965,0.004061123,0.000010530766,0.00004818168,0.000038724014,0.000014851261,0.000012201594,0.000029743764],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990209,0.000028928685,0.00024304692,0.00024188917,0.00026272467,0.00020250675],"domain_scores_gemma":[0.99981934,0.000033322107,0.000013480367,0.000047243444,0.00003721297,0.00004941664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044774107,0.000108699765,0.0001217472,0.00014870401,0.00011053863,0.00017459567,0.00009880125,0.00002171275,0.00006193611],"category_scores_gemma":[0.00006906899,0.000093434064,0.00001053014,0.00021163806,0.00013655626,0.0002495777,0.000098315504,0.00007624134,0.000034385725],"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":[0.00001820783,0.000037730606,0.00010650009,0.0001260818,0.000012783908,0.000013030153,0.00060478464,0.2967603,0.69875586,0.003053597,0.000022666434,0.0004884428],"study_design_scores_gemma":[0.000426531,0.00006236522,0.0025053516,0.000077369776,0.000005386014,0.000011795116,0.00002888498,0.95708245,0.039027665,0.00034731257,0.00032091743,0.00010398368],"about_ca_topic_score_codex":0.0000144587675,"about_ca_topic_score_gemma":0.00000731072,"teacher_disagreement_score":0.6603221,"about_ca_system_score_codex":0.00011046939,"about_ca_system_score_gemma":0.0000388159,"threshold_uncertainty_score":0.38101307},"labels":[],"label_agreement":null},{"id":"W4399116604","doi":"10.1016/j.commatsci.2024.113126","title":"The reactive element effect: A first-principles study on CoCrFeNi high entropy alloy","year":2024,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"High Entropy Alloys Studies","field":"Engineering","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":"","keywords":"Alloy; High entropy alloys; Materials science; Metallurgy","score_opus":0.012045688266992162,"score_gpt":0.2540769909615549,"score_spread":0.24203130269456274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399116604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950137,0.00009623641,0.000811144,0.000354852,0.002572292,0.00057606114,0.000029056995,0.00033509554,0.00021154933],"genre_scores_gemma":[0.9992537,0.000013264052,0.0003232593,0.00001940453,0.00016573587,0.00016429627,0.0000057944303,0.000019734922,0.000034813722],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998357,0.000058521273,0.0002634454,0.00033198134,0.0006584179,0.00033066506],"domain_scores_gemma":[0.9989079,0.00074753305,0.00002902237,0.00018120639,0.00007729802,0.000056991557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007700763,0.00018219036,0.0001659455,0.00010179595,0.00056908437,0.0005280166,0.000372726,0.000016719212,0.00003782819],"category_scores_gemma":[0.00012207708,0.000121565434,0.000027089884,0.0003304993,0.000232033,0.00016344625,0.00014727689,0.00007608073,0.0003162015],"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":[0.00004992446,0.000072370975,0.00026783708,0.00006923858,0.00012940104,0.00004268567,0.0015425832,0.8558035,0.075276725,0.06569817,0.0008898887,0.00015766111],"study_design_scores_gemma":[0.0017809424,0.0023717785,0.24541354,0.0004482166,0.0001428863,0.00003553473,0.00092000194,0.45251244,0.26952592,0.009650712,0.015937472,0.0012605507],"about_ca_topic_score_codex":0.00001632527,"about_ca_topic_score_gemma":0.00000820761,"teacher_disagreement_score":0.40329105,"about_ca_system_score_codex":0.00026901206,"about_ca_system_score_gemma":0.00004986892,"threshold_uncertainty_score":0.5091676},"labels":[],"label_agreement":null},{"id":"W4399201531","doi":"10.1016/j.commatsci.2024.113139","title":"Energy levels of gapped graphene quantum dots in external fields","year":2024,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Graphene research and applications","field":"Materials Science","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":"Canadian Quantum Research Center","funders":"","keywords":"Graphene; Quantum dot; Condensed matter physics; Physics; Quantum; Energy (signal processing); Materials science; Quantum mechanics","score_opus":0.03437947848464488,"score_gpt":0.32191026888192253,"score_spread":0.28753079039727764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399201531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9281415,0.00023369766,0.07051044,0.00023995043,0.00044306534,0.00009558926,0.00010910987,0.000049604616,0.00017706535],"genre_scores_gemma":[0.9935745,0.000011151854,0.006240106,0.000046977875,0.00006050073,0.00002528196,0.0000055500805,0.0000075701028,0.000028374947],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981469,0.00006485044,0.00039037212,0.00040752496,0.0006506097,0.00033975593],"domain_scores_gemma":[0.99932927,0.00016936488,0.0000635908,0.00018045581,0.00015479651,0.000102540485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010196298,0.000107360436,0.00016731437,0.00040098373,0.00011813281,0.00026665785,0.00054113136,0.000035959172,0.0007409059],"category_scores_gemma":[0.000056274945,0.00009366957,0.000036118086,0.0010174577,0.0005652055,0.0003817931,0.00014419053,0.00004712369,0.00007104966],"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":[0.000007770766,0.000027145052,0.00002904173,0.000029720697,9.1081466e-7,0.000005215113,0.00006905418,0.0014436743,0.7529491,0.24481928,0.00003827458,0.00058077474],"study_design_scores_gemma":[0.0001108413,0.00003978202,0.014831928,0.00009096917,0.0000019273505,0.000013169476,0.000020485268,0.008417212,0.6650019,0.31131688,0.000048088034,0.00010680562],"about_ca_topic_score_codex":0.00018886196,"about_ca_topic_score_gemma":0.0000115122375,"teacher_disagreement_score":0.08794722,"about_ca_system_score_codex":0.000036853664,"about_ca_system_score_gemma":0.00039879332,"threshold_uncertainty_score":0.81123996},"labels":[],"label_agreement":null},{"id":"W4401604229","doi":"10.1016/j.commatsci.2024.113255","title":"Optimizing SEM parameters for segmentation with AI – Part 1: Generating a training set","year":2024,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":1,"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; Object Research Systems (Canada)","funders":"","keywords":"Segmentation; Set (abstract data type); Training (meteorology); Training set; Artificial intelligence; Computer science; Pattern recognition (psychology); Materials science; Physics; Programming language","score_opus":0.03971351801274419,"score_gpt":0.3293942931680933,"score_spread":0.2896807751553491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401604229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64269483,0.000052094543,0.35558584,0.0003330112,0.00053559715,0.00036079303,0.000061101215,0.0003263927,0.000050309107],"genre_scores_gemma":[0.61941105,0.000002046129,0.37987927,0.0003623812,0.000116059084,0.00014516759,0.00004218152,0.000017098033,0.000024731982],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980969,0.000051255483,0.00032089805,0.0005947238,0.00047128942,0.00046494266],"domain_scores_gemma":[0.9993676,0.00016495584,0.00009508844,0.0001236141,0.00016246966,0.000086287255],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0012954525,0.00017887527,0.00019427389,0.00017321086,0.00047503065,0.0014260656,0.00027692865,0.000034262637,0.0001205692],"category_scores_gemma":[0.000050352493,0.00014731234,0.00003082879,0.000388999,0.00030976112,0.0008793814,0.00004754288,0.000058670033,0.000022215325],"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":[0.000026754858,0.000008613096,0.0000027248707,0.000048643855,0.0000043310583,0.000003687903,0.001075239,0.028360698,0.9618392,0.0078350585,0.0002501751,0.0005448489],"study_design_scores_gemma":[0.00015115284,0.00025615585,0.000012629396,0.00014507072,0.000013726817,0.00003603699,0.0001658686,0.056699034,0.93745315,0.0046826345,0.00016907995,0.00021546852],"about_ca_topic_score_codex":0.000011578281,"about_ca_topic_score_gemma":0.000003369342,"teacher_disagreement_score":0.028338335,"about_ca_system_score_codex":0.000147766,"about_ca_system_score_gemma":0.00049520883,"threshold_uncertainty_score":0.99961054},"labels":[],"label_agreement":null},{"id":"W4401669478","doi":"10.1016/j.commatsci.2024.113283","title":"Optimizing SEM parameters for segmentation with AI – Part 2: Designing and training a regression model","year":2024,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":1,"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; Object Research Systems (Canada)","funders":"","keywords":"Segmentation; Training (meteorology); Artificial intelligence; Regression; Regression analysis; Computer science; Machine learning; Pattern recognition (psychology); Statistics; Mathematics; Geography","score_opus":0.039927360386541356,"score_gpt":0.3281032345335141,"score_spread":0.2881758741469727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401669478","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48111156,0.00006610477,0.51797134,0.00021871438,0.00015021277,0.0002531495,0.00001785897,0.00018306359,0.000027980022],"genre_scores_gemma":[0.5564102,0.000004809327,0.4432916,0.00015053814,0.000028229635,0.00007831832,0.000010355261,0.00001171462,0.000014201202],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99849415,0.000031585878,0.00023374283,0.000527713,0.0003634188,0.00034941538],"domain_scores_gemma":[0.99948776,0.000149355,0.000078388446,0.000090365276,0.00011187577,0.000082261744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010737897,0.00015628853,0.00017130864,0.00016229688,0.00040639055,0.0009442063,0.00017208786,0.00003327467,0.000022636994],"category_scores_gemma":[0.00003928358,0.00011884655,0.000017809492,0.00023804994,0.00032866036,0.0008792032,0.0000480078,0.00005034658,0.0000038951484],"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":[0.00004788673,0.000007185167,0.000002033724,0.00005118929,0.0000024324427,0.00000212765,0.0010367408,0.03827331,0.95140034,0.008373153,0.000087387096,0.00071620254],"study_design_scores_gemma":[0.0001287873,0.00016471595,0.000008978541,0.00025504027,0.000011088683,0.000023150304,0.00009388659,0.21262206,0.7719899,0.01454434,0.000012943576,0.00014514604],"about_ca_topic_score_codex":0.000004303578,"about_ca_topic_score_gemma":9.141665e-7,"teacher_disagreement_score":0.1794105,"about_ca_system_score_codex":0.00009087215,"about_ca_system_score_gemma":0.00034617586,"threshold_uncertainty_score":0.91050035},"labels":[],"label_agreement":null},{"id":"W4402907838","doi":"10.1016/j.commatsci.2024.113419","title":"Emergent superconductivity in clathrate Sr(B,C)9 at low pressures","year":2024,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"High-pressure geophysics and materials","field":"Earth and Planetary Sciences","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":"University of Saskatchewan","funders":"National Natural Science Foundation of China","keywords":"Clathrate hydrate; Superconductivity; Condensed matter physics; Materials science; Physics; Chemistry; Hydrate","score_opus":0.015902360334999307,"score_gpt":0.24508968324761402,"score_spread":0.2291873229126147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402907838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949972,0.00035709905,0.00012294581,0.00018221737,0.003396481,0.0001790239,0.00031390114,0.00006841838,0.00038269765],"genre_scores_gemma":[0.99887186,0.000028286358,0.0006513141,0.000047740705,0.00018469372,0.000003992362,0.000091154725,0.000004325163,0.000116621944],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9982791,0.00008732027,0.00028854283,0.00049974624,0.0004857769,0.00035951982],"domain_scores_gemma":[0.99953854,0.000112015965,0.000039373786,0.0001418449,0.00006249943,0.000105732746],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008852448,0.00014485365,0.00019261223,0.00016395736,0.00022070535,0.00044130324,0.00032970886,0.000039031944,0.004986582],"category_scores_gemma":[0.000037837046,0.000118613374,0.00002787836,0.00044396386,0.00029811217,0.00078827416,0.00007257747,0.00004858704,0.00090742734],"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":[0.00005167791,0.00004147901,0.0042882026,0.00025839344,0.000014669656,0.000077017125,0.000743783,0.121366344,0.8623651,0.007921759,0.00091376185,0.0019577679],"study_design_scores_gemma":[0.00030304142,0.00009736198,0.7476353,0.00025623187,0.000018777659,0.000039969218,0.00003855278,0.039055336,0.15890114,0.04971763,0.0032794073,0.00065725413],"about_ca_topic_score_codex":0.00069992663,"about_ca_topic_score_gemma":0.00015458961,"teacher_disagreement_score":0.7433471,"about_ca_system_score_codex":0.000015742899,"about_ca_system_score_gemma":0.00019670509,"threshold_uncertainty_score":0.9998705},"labels":[],"label_agreement":null},{"id":"W4405485277","doi":"10.1016/j.commatsci.2024.113554","title":"Investigating the effect of Cu<mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" altimg=\"si96.svg\" display=\"inline\" id=\"d1e1694\"><mml:msup><mml:mrow/><mml:mrow><mml:mn>2</mml:mn><mml:mo>+</mml:mo></mml:mrow></mml:msup></mml:math> sorption in montmorillonite using density functional theory and molecular dynamics simulations","year":2024,"lang":"lv","type":"article","venue":"Computational Materials Science","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nuclear Waste Management Organization; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Queen's University; Alliance de recherche numérique du Canada; Nuclear Waste Management Organization","keywords":"Scalable Vector Graphics; Computer science; Computer graphics (images); Mathematics; World Wide Web","score_opus":0.0179981617303333,"score_gpt":0.2656522248743211,"score_spread":0.2476540631439878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405485277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98696446,0.00028541737,0.006752735,0.00036873933,0.0028706023,0.00007669108,0.0005578741,0.00009216878,0.0020312918],"genre_scores_gemma":[0.99531823,0.000054362856,0.0027524354,0.00032931688,0.000653931,0.0001614036,0.0005677992,0.00012625268,0.000036257305],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99485564,0.00052093726,0.0011648675,0.0010843765,0.0015115335,0.0008626643],"domain_scores_gemma":[0.99553144,0.0024478002,0.00087221694,0.00060608535,0.00022529798,0.0003171506],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028188534,0.0004425698,0.00025852176,0.00033619197,0.0013978184,0.0017190564,0.000738801,0.00048751396,0.0039607463],"category_scores_gemma":[0.0018247027,0.0005818797,0.00035718948,0.0008933403,0.00197371,0.0014181286,0.00094558665,0.00050266844,0.00025154956],"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":[0.00022923287,0.000060918275,0.000018713079,0.00042450262,0.00010779141,0.00009283819,0.0008844337,0.11768755,0.18687926,0.6931024,0.00027188307,0.00024046899],"study_design_scores_gemma":[0.00034441275,0.000303827,0.00042697694,0.0005834931,0.0002459094,0.0004301128,0.00031956483,0.67981964,0.31616685,0.0009808945,0.00003029458,0.000348051],"about_ca_topic_score_codex":0.0011267547,"about_ca_topic_score_gemma":0.00030781375,"teacher_disagreement_score":0.6921215,"about_ca_system_score_codex":0.00004882206,"about_ca_system_score_gemma":0.0011120511,"threshold_uncertainty_score":0.99990225},"labels":[],"label_agreement":null},{"id":"W4405564619","doi":"10.1016/j.commatsci.2024.113617","title":"Vacancy patterns in nitride precipitates and implication to hydrogen trapping and diffusion in high strength steels","year":2024,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Hydrogen embrittlement and corrosion behaviors in metals","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":"McGill University","funders":"China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; Faculty of Engineering, McGill University","keywords":"Vacancy defect; Materials science; Nitride; Diffusion; Trapping; Hydrogen; Metallurgy; Chemical physics; Crystallography; Thermodynamics; Chemistry; Composite material; Physics","score_opus":0.01179885163638595,"score_gpt":0.27655435589113764,"score_spread":0.2647555042547517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405564619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99814343,0.0001541752,0.0005883292,0.00023701106,0.00035892663,0.00038029568,0.000080248836,0.00004650446,0.0000110676265],"genre_scores_gemma":[0.99798095,0.000036360296,0.0017657551,0.000054648175,0.00003846318,0.000082454004,0.000017501627,0.000010421613,0.000013469942],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982163,0.00007887949,0.00042863115,0.00059959444,0.00038177404,0.00029487544],"domain_scores_gemma":[0.9995403,0.00013643639,0.00005362764,0.00011731252,0.000046685203,0.00010558524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011593011,0.0001430124,0.00019601762,0.00042915004,0.00012253126,0.0004488781,0.00023047316,0.00003546768,0.00016020282],"category_scores_gemma":[0.000057621877,0.0001321971,0.000010943452,0.0005489898,0.00012944087,0.0004946191,0.00022167068,0.000048983908,0.000028771208],"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":[0.000009920989,0.000029694475,0.0068773883,0.000043175743,4.2278498e-7,0.0000061254927,0.0005205506,0.00073663244,0.9884672,0.001216197,0.0000043131026,0.002088373],"study_design_scores_gemma":[0.00028094405,0.00006153429,0.2241374,0.0003203179,0.000006376012,0.0000147685105,0.000106531385,0.0019741082,0.7658572,0.0069894576,0.000023130502,0.00022821361],"about_ca_topic_score_codex":0.00015037334,"about_ca_topic_score_gemma":0.000023637296,"teacher_disagreement_score":0.22260998,"about_ca_system_score_codex":0.0000740356,"about_ca_system_score_gemma":0.000084971296,"threshold_uncertainty_score":0.5390842},"labels":[],"label_agreement":null},{"id":"W4406079744","doi":"10.1016/j.commatsci.2025.113658","title":"Unveiling electronic constraints on basal planes of 2D transition metal chalcogenides for optimizing hydrogen evolution catalysis: A theoretical analysis","year":2025,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"2D Materials and Applications","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Transition metal; Catalysis; Hydrogen; Chemical physics; Materials science; Electronic structure; Nanotechnology; Metal; Chemistry; Crystallography; Computational chemistry; Metallurgy; Organic chemistry","score_opus":0.009467617251454591,"score_gpt":0.2723006301947914,"score_spread":0.26283301294333683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406079744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76957446,0.000031329735,0.22922659,0.0002057077,0.00015561754,0.0003456249,0.0003111372,0.00004635708,0.00010317308],"genre_scores_gemma":[0.9902711,0.000002665358,0.009265088,0.00009672181,0.000050848157,0.00012736201,0.00017235662,0.0000083537625,0.000005524391],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979301,0.00011350104,0.0005806796,0.0005611921,0.00041056023,0.00040396067],"domain_scores_gemma":[0.99885386,0.00032480247,0.00022318063,0.00022615881,0.0003080312,0.00006397601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018277187,0.00017804114,0.00041696438,0.00047160682,0.00046865141,0.0001524962,0.00040270668,0.00006051058,0.00044099442],"category_scores_gemma":[0.00014648275,0.00016241912,0.00012622218,0.0009943884,0.0012169109,0.00022962768,0.000055085497,0.000041718533,0.000022990298],"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":[0.00007222368,0.00006253725,0.0000027273602,0.00003053044,0.000045363104,2.0832448e-7,0.00007168207,0.061631802,0.6769205,0.26110232,0.00000344008,0.000056668872],"study_design_scores_gemma":[0.0003158559,0.00008194207,0.00047755457,0.000040482337,0.00034256154,0.0000029562839,0.00011317978,0.028606039,0.9141575,0.055703547,0.0000035623852,0.00015480442],"about_ca_topic_score_codex":0.000024667594,"about_ca_topic_score_gemma":0.0000030906763,"teacher_disagreement_score":0.23723702,"about_ca_system_score_codex":0.0001325837,"about_ca_system_score_gemma":0.00044707907,"threshold_uncertainty_score":0.6623259},"labels":[],"label_agreement":null},{"id":"W4407441741","doi":"10.1016/j.commatsci.2025.113727","title":"Modulating band gap and optical activity in GaN/Zr<mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" altimg=\"si143.svg\" display=\"inline\" id=\"d1e1155\"><mml:msub><mml:mrow/><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub></mml:math>C<mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" altimg=\"si117.svg\" display=\"inline\" id=\"d1e1163\"><mml:msub><mml:mrow><mml:mi mathvariant=\"normal\">O</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub></mml:math> Heterostructure via stacking strategies for promising optoelectronic applications","year":2025,"lang":"lv","type":"article","venue":"Computational Materials Science","topic":"MXene and MAX Phase Materials","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":"National University of Sciences and Technology","keywords":"Computer science; Materials science","score_opus":0.019046221826206685,"score_gpt":0.26693598983605904,"score_spread":0.24788976800985235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407441741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88435423,0.0008590032,0.008900997,0.000758187,0.004355571,0.00019206168,0.0016082153,0.00040457502,0.09856716],"genre_scores_gemma":[0.97740394,0.0006761058,0.011264062,0.0014018306,0.0025762513,0.0028194739,0.002847229,0.00087024865,0.00014088725],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9835656,0.00083569135,0.003602691,0.0037316678,0.003954149,0.0043101893],"domain_scores_gemma":[0.9884964,0.002727224,0.0038108486,0.002955348,0.00045960437,0.0015505472],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.0053293677,0.0016215289,0.00079706137,0.001068139,0.0037785578,0.0063944412,0.0037827732,0.0027361466,0.17535836],"category_scores_gemma":[0.0022786006,0.0029061264,0.0014655455,0.0021677688,0.0038727266,0.0045254026,0.0035269589,0.0017782763,0.0010890181],"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":[0.0023558717,0.0005338065,0.000011033117,0.0032281661,0.0008886032,0.00078311126,0.0021023112,0.01330741,0.18567672,0.7640911,0.025437305,0.0015845601],"study_design_scores_gemma":[0.0022267725,0.0013682093,0.00026423504,0.0017394735,0.0011180121,0.0014835075,0.0012326869,0.23479764,0.75249946,0.0005531127,0.0007498023,0.0019670827],"about_ca_topic_score_codex":0.0017731237,"about_ca_topic_score_gemma":0.0012607157,"teacher_disagreement_score":0.763538,"about_ca_system_score_codex":0.000065403736,"about_ca_system_score_gemma":0.0049810177,"threshold_uncertainty_score":0.99968874},"labels":[],"label_agreement":null},{"id":"W4407946796","doi":"10.1016/j.commatsci.2025.113785","title":"Finite-temperature atomistic and continuum stress fields of coherent precipitates with a small lattice misfit","year":2025,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":0,"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; National Institute of Standards and Technology; National Research Council","keywords":"Condensed matter physics; Materials science; Lattice (music); Thermodynamics; Physics","score_opus":0.011388164192440086,"score_gpt":0.23298741505595463,"score_spread":0.22159925086351454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407946796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944096,0.00016747127,0.004247788,0.00019548337,0.00042107582,0.00025609645,0.000096809425,0.000029024442,0.00017662153],"genre_scores_gemma":[0.9891106,0.0000044132826,0.010375337,0.00021955294,0.000027683336,0.000015206455,0.000009676987,0.000005111188,0.00023240958],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99888587,0.000056053126,0.00028702174,0.00035693363,0.00020229405,0.00021181659],"domain_scores_gemma":[0.9990595,0.00026788487,0.00012184556,0.00015358777,0.00033311083,0.00006409441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035979692,0.0001360411,0.00024387901,0.0000763787,0.00018252591,0.00024179798,0.0003146613,0.000053946216,0.00018044133],"category_scores_gemma":[0.0002186955,0.00009418719,0.000014121666,0.00020761695,0.0005861138,0.0001496348,0.0001615294,0.000053338248,0.000006432656],"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":[0.00012614051,0.000025927922,0.000095092626,0.00018269138,0.000005344018,0.0000019628208,0.00025123416,0.000900174,0.99103814,0.0071746004,0.00007439753,0.00012429268],"study_design_scores_gemma":[0.00038833087,0.00011867723,0.0025781803,0.00026609082,0.000020743642,0.0000065366553,0.000079319194,0.0002682196,0.98384947,0.012215625,0.000080108824,0.00012870439],"about_ca_topic_score_codex":0.0000522825,"about_ca_topic_score_gemma":0.00003896409,"teacher_disagreement_score":0.007188678,"about_ca_system_score_codex":0.000016725318,"about_ca_system_score_gemma":0.0002227079,"threshold_uncertainty_score":0.38408422},"labels":[],"label_agreement":null},{"id":"W4409487820","doi":"10.1016/j.commatsci.2025.113904","title":"Hyperparameter optimization and neural architecture search algorithms for graph Neural Networks in cheminformatics","year":2025,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Machine Learning in Materials Science","field":"Materials Science","cited_by":9,"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 Winnipeg","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cheminformatics; Hyperparameter; Computer science; Artificial neural network; Graph; Machine learning; Artificial intelligence; Algorithm; Theoretical computer science; Chemistry; Computational chemistry","score_opus":0.013947168155438141,"score_gpt":0.29295579711744363,"score_spread":0.2790086289620055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409487820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6077036,0.000030854444,0.39040846,0.00036930194,0.00091259927,0.0004353325,0.00002651433,0.000059996935,0.000053332973],"genre_scores_gemma":[0.8243186,0.0000029903536,0.17505185,0.00043608225,0.000064962136,0.00006206274,0.00002785504,0.000010609067,0.000024996618],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975765,0.0001067519,0.0005970949,0.00061021664,0.00050264964,0.0006068113],"domain_scores_gemma":[0.9987868,0.00045040066,0.00016007906,0.00024069218,0.000254515,0.00010747709],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023530885,0.00023129274,0.00032051743,0.00045702566,0.00047149882,0.00090491894,0.00072778604,0.00007806072,0.000095912175],"category_scores_gemma":[0.00043683374,0.0002058639,0.00003097167,0.0009159502,0.00082022895,0.00066755526,0.0003720008,0.00012024981,0.000003636943],"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":[0.000042717063,0.000019242676,0.00019476419,0.00006953402,0.0000010607903,0.0000010461504,0.00022071478,0.89827085,0.09915508,0.0010716298,0.000018231096,0.0009351623],"study_design_scores_gemma":[0.0004611637,0.000058881153,0.0028570667,0.000047114532,0.000004758251,0.000021450734,0.000046904428,0.96732616,0.026254347,0.0027088292,0.000008094923,0.00020524222],"about_ca_topic_score_codex":0.00004013795,"about_ca_topic_score_gemma":0.0000022862373,"teacher_disagreement_score":0.21661496,"about_ca_system_score_codex":0.00007516702,"about_ca_system_score_gemma":0.00016009585,"threshold_uncertainty_score":0.87261546},"labels":[],"label_agreement":null},{"id":"W4410253554","doi":"10.1016/j.commatsci.2025.113919","title":"Small-cell-based fast active learning of machine learning interatomic potentials","year":2025,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Machine Learning in Materials Science","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":"Canadian Nuclear Laboratories; Queen's University","funders":"Alliance de recherche numérique du Canada; University Network of Excellence in Nuclear Engineering; Atomic Energy of Canada Limited; Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Interatomic potential; Active learning (machine learning); Materials science; Computer science; Molecular dynamics; Chemistry; Artificial intelligence; Computational chemistry","score_opus":0.010619891969158222,"score_gpt":0.26504348416007106,"score_spread":0.2544235921909128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410253554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8994103,0.00003713726,0.09738708,0.00017019782,0.0013214268,0.00032811938,0.00003929764,0.00021711648,0.0010892929],"genre_scores_gemma":[0.97953373,0.0000027246094,0.019798277,0.00017929298,0.000057727324,0.00003420117,0.00003999089,0.000024433806,0.0003296059],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99578685,0.00066130515,0.00094794325,0.0009974363,0.00093412685,0.0006723581],"domain_scores_gemma":[0.99748176,0.00054945523,0.00078597106,0.0003618988,0.00067899463,0.00014194034],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027779539,0.0003582302,0.00057907833,0.0007157681,0.0010063502,0.00064115814,0.0015072653,0.00009649921,0.0013406166],"category_scores_gemma":[0.0011124124,0.00033866114,0.00007388237,0.0012492777,0.0011444326,0.00052630657,0.0006451936,0.0002687037,0.00018462901],"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":[0.00007972657,0.00007055166,0.00030565224,0.00009240251,0.0000025785018,0.0000025324564,0.00024945053,0.3954165,0.60253567,0.0009988208,0.00000877417,0.00023736544],"study_design_scores_gemma":[0.00072556984,0.00016986147,0.0031695685,0.00020837178,0.000014314754,0.000007174409,0.00017906081,0.14967532,0.8442471,0.0012285257,0.00009166171,0.00028345315],"about_ca_topic_score_codex":0.00029188694,"about_ca_topic_score_gemma":0.0000061106766,"teacher_disagreement_score":0.24574117,"about_ca_system_score_codex":0.00017931385,"about_ca_system_score_gemma":0.00081927364,"threshold_uncertainty_score":0.99990654},"labels":[],"label_agreement":null},{"id":"W4410783098","doi":"10.1016/j.commatsci.2025.113957","title":"Two-pulse laser-induced spall failure of (111) twist grain boundaries in Ni bicrystals","year":2025,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Metal and Thin Film Mechanics","field":"Engineering","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":"University of British Columbia","funders":"Alliance de recherche numérique du Canada; Natural Sciences and Engineering Research Council of Canada; University of British Columbia; Canada Foundation for Innovation","keywords":"Spall; Grain boundary; Materials science; Twist; Laser; Pulse (music); Metallurgy; Condensed matter physics; Microstructure; Optics; Geometry; Physics","score_opus":0.011298108632239814,"score_gpt":0.24467504301632864,"score_spread":0.23337693438408882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410783098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930378,0.00002541293,0.002906996,0.00010927107,0.0029201615,0.0001390189,0.000045813675,0.00006447736,0.0007510388],"genre_scores_gemma":[0.9935274,0.0000012546645,0.0062490413,0.000056629186,0.000024705114,0.000010129371,0.000015135466,0.000007167713,0.000108498745],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989176,0.00003238746,0.00035191854,0.00020179215,0.0002865678,0.00020974931],"domain_scores_gemma":[0.99963385,0.000031722364,0.000049795755,0.0001350421,0.000107876076,0.00004169701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006544844,0.00011751254,0.00021508888,0.0002635623,0.00010883908,0.00020982616,0.00030974,0.000034869765,0.000084479056],"category_scores_gemma":[0.00011402178,0.00011412127,0.000021400208,0.00070084044,0.00022007768,0.0002216642,0.00010067291,0.00005534573,0.000016301135],"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":[0.00001034272,0.000019116465,0.000051856507,0.0001171617,0.0000059710337,0.0000037701088,0.0001638278,0.009479524,0.90332955,0.08624271,0.00020429275,0.00037185577],"study_design_scores_gemma":[0.000683619,0.00004429342,0.004688516,0.00019703605,0.000008964048,0.000007312373,0.000114260605,0.040346254,0.81974334,0.13306096,0.0008293044,0.00027614855],"about_ca_topic_score_codex":0.000074544274,"about_ca_topic_score_gemma":0.000042978583,"teacher_disagreement_score":0.08358624,"about_ca_system_score_codex":0.00005584759,"about_ca_system_score_gemma":0.00021810521,"threshold_uncertainty_score":0.46537304},"labels":[],"label_agreement":null},{"id":"W4413120180","doi":"10.1016/j.commatsci.2025.114178","title":"ABO3 materials clustering with quantum swap-test algorithm","year":2025,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Machine Learning in Materials Science","field":"Materials Science","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":"National Research Council Canada; University of Lethbridge; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; National Research Council Canada; Defence Research and Development Canada","keywords":"Swap (finance); Cluster analysis; Quantum; Computer science; Algorithm; Materials science; Physics; Artificial intelligence; Quantum mechanics; Business","score_opus":0.008103008347385261,"score_gpt":0.2751004404819354,"score_spread":0.26699743213455013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413120180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86895555,0.0000320578,0.12430456,0.0006069326,0.0037722245,0.00054212875,0.00018756682,0.0004410022,0.0011579982],"genre_scores_gemma":[0.8849214,0.000004253649,0.11357602,0.0006208094,0.00022007289,0.000091749454,0.000035802685,0.000035468955,0.0004944656],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9948023,0.00025813477,0.0009726096,0.0014252593,0.0014468227,0.0010948817],"domain_scores_gemma":[0.9973845,0.00051585486,0.00048466105,0.0007231921,0.00066108955,0.00023072082],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003740232,0.0005016658,0.0006461425,0.000561789,0.0012935065,0.0022135242,0.0020205246,0.000106063635,0.0027196177],"category_scores_gemma":[0.0006359893,0.0004135743,0.000040995696,0.0014772122,0.0020261426,0.0012647561,0.0008631874,0.00013172413,0.00093217386],"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":[0.00005965277,0.00008628944,0.00015106291,0.00009538299,0.0000044261737,0.00001999659,0.00017686545,0.019546688,0.9732543,0.00597292,0.00016081847,0.0004715708],"study_design_scores_gemma":[0.000786446,0.000227891,0.013849482,0.0003507668,0.00002115409,0.00010810344,0.00009677421,0.029807488,0.9468728,0.0066433116,0.00054883864,0.00068697135],"about_ca_topic_score_codex":0.00020549209,"about_ca_topic_score_gemma":0.000007497121,"teacher_disagreement_score":0.026381552,"about_ca_system_score_codex":0.00024870044,"about_ca_system_score_gemma":0.0009788701,"threshold_uncertainty_score":0.99984574},"labels":[],"label_agreement":null},{"id":"W4413143221","doi":"10.1016/j.commatsci.2025.114183","title":"Top-bending deformation in silver nanowires: Insights from molecular dynamics and autonomous basin climbing simulations","year":2025,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":1,"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 California, Irvine; Alliance de recherche numérique du Canada","keywords":"Bending; Nanowire; Deformation (meteorology); Molecular dynamics; Materials science; Nanotechnology; Climbing; Composite material; Chemistry; Structural engineering; Engineering; Computational chemistry","score_opus":0.00840245716869023,"score_gpt":0.2452018907981328,"score_spread":0.23679943362944256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413143221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97830814,0.00006767704,0.02028145,0.00017609583,0.0006716334,0.00018406325,0.000053402862,0.00004403033,0.00021350101],"genre_scores_gemma":[0.99324626,0.0000017707022,0.0062973024,0.00035908094,0.000018697892,0.000006482674,0.000043760137,0.0000053808367,0.000021238058],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987316,0.00007084567,0.0003849299,0.00036211067,0.00023807897,0.00021241681],"domain_scores_gemma":[0.9994866,0.000127968,0.00009472194,0.00013412643,0.000106609186,0.00004997582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002845847,0.0001222333,0.00017957705,0.00023592991,0.00031307858,0.00039168273,0.0002464173,0.00005486202,0.00012249312],"category_scores_gemma":[0.00016159842,0.00010739904,0.000014848585,0.00035952433,0.00022964002,0.0006634049,0.00020785886,0.000048754053,0.000019764379],"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":[0.000012918287,0.000011255159,0.000087377055,0.000016027623,0.0000012029645,0.0000015169485,0.00036348042,0.021138856,0.9186305,0.059388217,0.0000024524675,0.00034622385],"study_design_scores_gemma":[0.00026814366,0.000015868336,0.0062061823,0.000099921526,0.0000063937573,0.0000022731533,0.000107331056,0.12546769,0.7791102,0.088551484,0.000022155606,0.00014238537],"about_ca_topic_score_codex":0.00020074718,"about_ca_topic_score_gemma":0.00005290745,"teacher_disagreement_score":0.13952029,"about_ca_system_score_codex":0.00024303547,"about_ca_system_score_gemma":0.00028844006,"threshold_uncertainty_score":0.4379606},"labels":[],"label_agreement":null},{"id":"W76282713","doi":"10.1016/j.commatsci.2013.12.050","title":"The Fe substitution in (M=Si, Ge and Sn): A first-principles study","year":2014,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Magnetic Properties of Alloys","field":"Materials Science","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":"Magnetic moment; Neutron diffraction; Doping; Chemistry; Crystallography; Antiparallel (mathematics); Spin (aerodynamics); Density functional theory; Electron; Condensed matter physics; Materials science; Computational chemistry; Crystal structure; Physics; Magnetic field; Thermodynamics","score_opus":0.0230201984234918,"score_gpt":0.24854227171866192,"score_spread":0.22552207329517013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W76282713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972448,0.00005026935,0.00055027433,0.00057159475,0.0007028152,0.0003970407,0.000004782157,0.000046858666,0.00043158326],"genre_scores_gemma":[0.9973223,0.0000050571007,0.0024013,0.00009940284,0.000065709035,0.00004742576,0.0000013603292,0.0000062429885,0.000051194256],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9980751,0.00015542713,0.000386097,0.00044612106,0.0005968181,0.000340381],"domain_scores_gemma":[0.99907845,0.00031881648,0.000121815494,0.00026205022,0.00013698655,0.00008187836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003393966,0.0001293267,0.0001603248,0.000092628245,0.0007956555,0.0007082498,0.0006599703,0.000023918774,0.00010147748],"category_scores_gemma":[0.00080025656,0.00008873923,0.000010366917,0.00024340757,0.0011468687,0.0003812694,0.00040050005,0.000042578067,0.00012811663],"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":[0.00016512576,0.0002795438,0.006482741,0.000056059573,0.0000032918674,0.000008813731,0.0017168848,0.08592543,0.8307729,0.07360541,0.00007492571,0.0009088819],"study_design_scores_gemma":[0.0016836026,0.0006656575,0.777031,0.000096276686,0.000013016617,0.000047792284,0.00043917063,0.11919044,0.07674005,0.020611022,0.0028875342,0.0005944461],"about_ca_topic_score_codex":0.00017164841,"about_ca_topic_score_gemma":0.00016360157,"teacher_disagreement_score":0.7705482,"about_ca_system_score_codex":0.00007207444,"about_ca_system_score_gemma":0.00014558778,"threshold_uncertainty_score":0.6829669},"labels":[],"label_agreement":null},{"id":"W972855970","doi":"10.1016/j.commatsci.2015.05.022","title":"First-principles molecular simulations of Li diffusion in solid electrolytes Li3PS4","year":2015,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Advanced Battery Materials and Technologies","field":"Engineering","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":"National Research Council Canada; University of Saskatchewan","funders":"","keywords":"Nanoporous; Electrolyte; Ionic conductivity; Diffusion; Lithium (medication); Fast ion conductor; Ionic bonding; Conductivity; Materials science; Phase (matter); Chemical physics; Molecular dynamics; Thermodynamics; Chemistry; Ion; Physical chemistry; Nanotechnology; Computational chemistry; Physics; Electrode; Organic chemistry","score_opus":0.021221169028765672,"score_gpt":0.259087452130438,"score_spread":0.23786628310167232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W972855970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97571266,0.000049857903,0.023609033,0.000058231017,0.00024204579,0.00009713107,0.000021003827,0.00013510472,0.00007495786],"genre_scores_gemma":[0.99040174,0.0000059058657,0.009536165,0.00001174715,0.000015536069,0.000008368565,0.000009429683,0.000009207371,0.0000019256677],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991608,0.000010211212,0.00027119456,0.00014794742,0.0002249887,0.00018481904],"domain_scores_gemma":[0.9996364,0.00005154172,0.000051281306,0.00011953128,0.00010509128,0.000036138666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017511549,0.00009275995,0.00015574711,0.00018629579,0.00004440099,0.000047390702,0.00023401379,0.000033731678,0.000021225362],"category_scores_gemma":[0.00015429946,0.00008846365,0.0000104296105,0.00031941655,0.00017140982,0.00022712277,0.00010055056,0.00002834041,0.000008411993],"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":[0.0000028333131,0.000009428245,0.000088019464,0.000012700386,8.3326677e-7,0.0000011551749,0.00003392172,0.5890104,0.40873674,0.002063823,0.0000018661358,0.00003824298],"study_design_scores_gemma":[0.00018746848,0.000032002863,0.0053985897,0.00003672007,0.0000016119068,0.000003101635,0.000017958691,0.3234462,0.6424309,0.02830979,0.00002891758,0.00010674126],"about_ca_topic_score_codex":0.0000067455676,"about_ca_topic_score_gemma":0.0000036887059,"teacher_disagreement_score":0.2655642,"about_ca_system_score_codex":0.00005983075,"about_ca_system_score_gemma":0.0000470132,"threshold_uncertainty_score":0.36074427},"labels":[],"label_agreement":null}]}