{"meta":{"query_hash":"4f5fe4abc294","filters":{"venue":"MRS Advances"},"cohort_total":79,"direct_labels_cover":0,"predictions_cover":79,"exported":79,"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/4f5fe4abc294","api":"https://metacan.xera.ac/api/v1/cohort?venue=MRS+Advances"},"results":[{"id":"W2313142652","doi":"10.1557/adv.2016.44","title":"Deposition of Cobalt Doped Zinc Oxide Thin Film Nano-Composites Via Pulsed Electron Beam Ablation","year":2016,"lang":"en","type":"article","venue":"MRS Advances","topic":"ZnO doping and properties","field":"Materials Science","cited_by":9,"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 Guelph; Laurentian University","funders":"","keywords":"Materials science; X-ray photoelectron spectroscopy; Scanning electron microscope; Analytical Chemistry (journal); Cobalt; Sapphire; Thin film; Energy-dispersive X-ray spectroscopy; Zinc; Nanotechnology; Chemical engineering; Composite material; Metallurgy; Optics","score_opus":0.007837458048988718,"score_gpt":0.2340903322221906,"score_spread":0.2262528741732019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313142652","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":[0.9901155,0.0018046193,0.006630842,0.00023673066,0.00022784129,0.00014298905,0.000013807947,0.000099227276,0.00072840136],"genre_scores_gemma":[0.996582,0.00017951088,0.002577973,0.0000660517,0.00005788676,0.000018170535,0.000008885941,0.0000118100525,0.00049776793],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989639,0.00008093626,0.00027334382,0.00023241217,0.00021132376,0.00023807866],"domain_scores_gemma":[0.9994214,0.000105376195,0.00017447161,0.00017907679,0.00008182185,0.00003781483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002197802,0.00012381867,0.0001832819,0.00004876441,0.00013552007,0.000034667286,0.00016557006,0.00004955117,0.000094774834],"category_scores_gemma":[0.00004697833,0.00007854863,0.000040378356,0.000094044786,0.00009910807,0.00059627584,0.000027266069,0.0000351077,0.00008572246],"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":[0.00012553057,0.000026035748,0.0007924294,0.00003595714,0.0000041536655,5.915676e-7,0.00009478128,0.0030237015,0.99420756,0.00009964007,0.00007740811,0.0015122219],"study_design_scores_gemma":[0.00027605507,0.00017345238,0.0010793061,0.00014030481,0.000010844847,0.0000047431627,0.000017000973,0.0007807571,0.99497145,0.0014357199,0.0009745952,0.00013576678],"about_ca_topic_score_codex":0.00014186473,"about_ca_topic_score_gemma":0.00006258007,"teacher_disagreement_score":0.006466402,"about_ca_system_score_codex":0.000044793534,"about_ca_system_score_gemma":0.000028869732,"threshold_uncertainty_score":0.32031202},"labels":[],"label_agreement":null},{"id":"W2338050294","doi":"10.1557/adv.2016.274","title":"A sensitivity analysis on the electron transport within zinc oxide and its device implications","year":2016,"lang":"en","type":"article","venue":"MRS Advances","topic":"ZnO doping 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":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Army Research Laboratory; Natural Sciences and Engineering Research Council of Canada","keywords":"Electron; Materials science; Zinc; Thermal conduction; Condensed matter physics; Sensitivity (control systems); Drift velocity; Field (mathematics); Oxide; Computational physics; Physics; Composite material; Metallurgy; Quantum mechanics","score_opus":0.02021241793017958,"score_gpt":0.26496986348796536,"score_spread":0.24475744555778578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2338050294","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":[0.99424887,0.0006672428,0.0007208776,0.0038208142,0.000030033882,0.00007935806,0.000022504457,0.00004819711,0.000362132],"genre_scores_gemma":[0.998995,0.00015746409,0.0001741042,0.0002760322,0.000021054248,0.000020821006,9.757528e-7,0.000004819899,0.0003497337],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99933887,0.00008672017,0.000112773436,0.00021390617,0.00009773081,0.00015001351],"domain_scores_gemma":[0.99948674,0.00020674223,0.000059139027,0.00017754787,0.00003833245,0.000031487307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039934137,0.00008008648,0.000121237696,0.000033752927,0.00019224634,0.000021101536,0.00007784129,0.000019228304,0.000029063955],"category_scores_gemma":[0.000057801455,0.00003693898,0.000032135067,0.00017508319,0.00006748649,0.00017343381,0.00000956229,0.0000350524,0.00003586479],"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":[0.000042254418,0.000017834656,0.0072284057,0.000010872859,0.00003209546,0.0000012994118,0.0003249798,0.0011492245,0.98489654,0.0052792337,0.000019594303,0.0009976381],"study_design_scores_gemma":[0.00010648044,0.00006570073,0.059839323,0.000044685657,0.000118676406,0.0000053138356,0.00007993664,0.00028201807,0.9333047,0.0014193937,0.004561717,0.00017201282],"about_ca_topic_score_codex":0.000055828645,"about_ca_topic_score_gemma":0.00078568753,"teacher_disagreement_score":0.05261092,"about_ca_system_score_codex":0.000015125466,"about_ca_system_score_gemma":0.000017743394,"threshold_uncertainty_score":0.15063278},"labels":[],"label_agreement":null},{"id":"W2339471737","doi":"10.1557/adv.2016.244","title":"An amorphous-to-crystalline phase transition within thin silicon films grown through ultra-high-vacuum evaporation on fused quartz substrates","year":2016,"lang":"en","type":"article","venue":"MRS Advances","topic":"Thin-Film Transistor Technologies","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":"University of British Columbia, Okanagan Campus; University of British Columbia; National Research Council Canada; University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Raman spectroscopy; Amorphous solid; Vacuum evaporation; Evaporation; Phase transition; Silicon; Quartz; Analytical Chemistry (journal); Thin film; Phase (matter); Diffraction; Crystalline silicon; Ultra-high vacuum; Crystallography; Optics; Nanotechnology; Optoelectronics; Composite material; Condensed matter physics; Organic chemistry; Thermodynamics","score_opus":0.011612101369121221,"score_gpt":0.24879834840790627,"score_spread":0.23718624703878505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339471737","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":[0.9386952,0.00048310394,0.0561146,0.0007811084,0.00050960237,0.00047520464,0.00022888677,0.0025720685,0.00014023868],"genre_scores_gemma":[0.9926042,0.000241266,0.0066220732,0.00012295265,0.00009701962,0.00010047811,0.00009715057,0.000083487,0.00003137117],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99821085,0.000051625582,0.0004888493,0.000506641,0.00032861953,0.00041340542],"domain_scores_gemma":[0.9991201,0.00009991131,0.00009007787,0.0005245539,0.000062938394,0.00010240347],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017686975,0.00040460672,0.0003562095,0.00016416097,0.00012642535,0.00006284573,0.00033354826,0.00020113176,0.00009589687],"category_scores_gemma":[0.000034017696,0.00031269115,0.0000746476,0.0003395027,0.0001303155,0.0015261616,0.0000035916248,0.0002241561,0.000068524656],"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":[0.0002046596,0.0001754412,0.00002192264,0.000062810104,0.000026794525,0.000016841179,0.0017314471,0.09796883,0.8933194,0.0014442691,0.00024816042,0.0047794147],"study_design_scores_gemma":[0.0018496587,0.0011926212,0.00013925455,0.00016236516,0.00003127293,0.0000059281947,0.0009149985,0.003506809,0.98533493,0.0048724115,0.0014100447,0.0005796959],"about_ca_topic_score_codex":0.000038045797,"about_ca_topic_score_gemma":0.00039252298,"teacher_disagreement_score":0.09446202,"about_ca_system_score_codex":0.00010989204,"about_ca_system_score_gemma":0.000018808576,"threshold_uncertainty_score":0.9999325},"labels":[],"label_agreement":null},{"id":"W2339769348","doi":"10.1557/adv.2015.45","title":"Surface Modification of Nanocrystalline Cellulose toward a Tunable Optical Polarizer","year":2016,"lang":"en","type":"article","venue":"MRS Advances","topic":"Advanced Cellulose Research Studies","field":"Materials Science","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":"FPInnovations; Institut National d'Optique","funders":"","keywords":"Materials science; Polarizer; Nanocrystalline material; Cellulose; Surface modification; Surface (topology); Optoelectronics; Nanotechnology; Chemical engineering; Optics; Birefringence","score_opus":0.034360138779793915,"score_gpt":0.3103095169656982,"score_spread":0.27594937818590426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339769348","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":[0.88569385,0.006288195,0.10284695,0.0013814302,0.00025608804,0.00038264866,0.00010201458,0.00013011874,0.0029187007],"genre_scores_gemma":[0.9677662,0.0012804078,0.027861722,0.000013832737,0.000056192162,0.000020308516,0.000003869277,0.000019572493,0.0029778483],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981483,0.000072675124,0.00037222914,0.00041352937,0.0005047571,0.0004884816],"domain_scores_gemma":[0.99881315,0.00033358068,0.00015964961,0.0003525764,0.00022396148,0.000117102696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041326976,0.00017324412,0.00031253402,0.000049144197,0.00008794218,0.000020544736,0.00032500448,0.00005231173,0.00029634344],"category_scores_gemma":[0.00036289624,0.000108530454,0.000063357096,0.00019219001,0.00046304392,0.000632766,0.00016858563,0.000064657994,0.00017820322],"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":[0.000086726446,0.000081706225,0.0002879138,0.00007578717,0.0000069946796,0.000005129633,0.000094174415,0.00024909884,0.99157816,0.0033586356,0.0000854,0.0040902817],"study_design_scores_gemma":[0.00044444727,0.00011582121,0.00015507279,0.00006459315,0.000008065473,0.0000019653226,0.00011763456,0.00005490811,0.9776023,0.0062813717,0.014985917,0.00016789438],"about_ca_topic_score_codex":0.000022694281,"about_ca_topic_score_gemma":0.0000063082935,"teacher_disagreement_score":0.08207239,"about_ca_system_score_codex":0.00008530689,"about_ca_system_score_gemma":0.000058539394,"threshold_uncertainty_score":0.44257435},"labels":[],"label_agreement":null},{"id":"W2339800837","doi":"10.1557/adv.2015.34","title":"Fabrication and Electro-Optical Characterization of a Nanocellulose-Based Spatial Light Modulator","year":2015,"lang":"en","type":"article","venue":"MRS Advances","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"FPInnovations; Institut National d'Optique","funders":"","keywords":"Nanocellulose; Materials science; Nanomaterials; Characterization (materials science); Fabrication; Transmittance; Spatial light modulator; Birefringence; Optoelectronics; Nanocrystalline material; Electric field; Nanotechnology; Photonics; Modulation (music); Optical modulator; Phase modulation; Optics; Cellulose; Chemical engineering","score_opus":0.016087195532441305,"score_gpt":0.26757494233787155,"score_spread":0.25148774680543023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339800837","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":[0.9279146,0.00091827405,0.07002365,0.000368915,0.00015284489,0.0002292615,0.000014916089,0.000053589487,0.00032393224],"genre_scores_gemma":[0.99538225,0.00013771454,0.0041987854,0.000025379519,0.00010281762,0.00003682333,0.000017296048,0.000012940247,0.00008599592],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99875486,0.000058951624,0.0002435474,0.00028484518,0.00039257834,0.0002652175],"domain_scores_gemma":[0.99923354,0.00006517671,0.00014830806,0.00017652258,0.000256143,0.00012033207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024715537,0.00012579387,0.00022197513,0.00007099275,0.00007310465,0.000025431926,0.00012051665,0.000032567503,0.000022639577],"category_scores_gemma":[0.00025066626,0.000105200954,0.000023133332,0.00016173723,0.0001745614,0.00037006658,0.00005859713,0.000057182013,0.000019815421],"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":[0.00009081695,0.000051229832,0.00095797813,0.000047480444,0.0000030625763,0.0000019252145,0.000084329244,0.00005614824,0.9889958,0.00030325915,0.000010178954,0.009397814],"study_design_scores_gemma":[0.00040622908,0.00021367629,0.0015500276,0.000021739514,0.000007867776,0.0000013186851,0.000037882044,0.0019986804,0.9900702,0.0009529319,0.0046176603,0.000121750316],"about_ca_topic_score_codex":0.000010185913,"about_ca_topic_score_gemma":0.0000055011315,"teacher_disagreement_score":0.06746763,"about_ca_system_score_codex":0.000058776484,"about_ca_system_score_gemma":0.000076167606,"threshold_uncertainty_score":0.42899704},"labels":[],"label_agreement":null},{"id":"W2347187346","doi":"10.1557/adv.2016.9","title":"Thin n/p GaAs Junctions for Novel High-Efficiency Phototransducers Based on a Vertical Epitaxial Heterostructure Architecture","year":2016,"lang":"en","type":"article","venue":"MRS Advances","topic":"Semiconductor Quantum Structures and Devices","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CARE Canada; Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Heterojunction; Materials science; Optoelectronics; Epitaxy; Metalorganic vapour phase epitaxy; Quantum efficiency; Thin film; Voltage; Layer (electronics); Energy conversion efficiency; Wavelength; Nanotechnology; Electrical engineering","score_opus":0.009939831158965417,"score_gpt":0.24955848795927027,"score_spread":0.23961865680030486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2347187346","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":[0.82090944,0.000108925524,0.17375815,0.0014442855,0.0018509356,0.000503633,0.00073978293,0.00008609049,0.00059877307],"genre_scores_gemma":[0.9954213,0.0000019914023,0.003390848,0.0003473556,0.0006191178,0.00007945967,0.000038112856,0.000029706747,0.00007208918],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99864346,0.000021105927,0.00023243544,0.0004689237,0.00022377571,0.00041029422],"domain_scores_gemma":[0.9991249,0.00025538675,0.00006655597,0.00038189223,0.000051282677,0.00012000989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005420857,0.0002751751,0.0002532409,0.00007852453,0.00023940648,0.000046476023,0.00029605845,0.00006530724,0.0005144858],"category_scores_gemma":[0.00003126995,0.00016316451,0.0002062214,0.00012598457,0.00014053767,0.00014902612,0.000021059273,0.00014725643,0.000009317835],"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":[0.0017485227,0.00071913184,0.0070504313,0.00017238762,0.00024200803,0.0000046127857,0.0007727502,0.024653852,0.70380855,0.14613143,0.0023442793,0.11235204],"study_design_scores_gemma":[0.016668705,0.002508277,0.01134541,0.0005163057,0.0003149346,0.000011584947,0.0007412308,0.009624498,0.46963447,0.27352345,0.21227321,0.0028379078],"about_ca_topic_score_codex":0.000043496857,"about_ca_topic_score_gemma":0.000011787183,"teacher_disagreement_score":0.23417407,"about_ca_system_score_codex":0.000027779153,"about_ca_system_score_gemma":0.000047043177,"threshold_uncertainty_score":0.6653656},"labels":[],"label_agreement":null},{"id":"W2395723768","doi":"10.1557/adv.2016.378","title":"Altering Surface Charge of Silica Nanoparticles through Co-condensation of Choline Chloride and Tetraethyl Orthosilicate (TEOS)","year":2016,"lang":"en","type":"article","venue":"MRS Advances","topic":"Mesoporous Materials and Catalysis","field":"Materials Science","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":"Simon Fraser University","funders":"","keywords":"Tetraethyl orthosilicate; Zeta potential; Nanoparticle; Materials science; X-ray photoelectron spectroscopy; Choline chloride; Surface modification; Chemical engineering; Chloride; Surface charge; Inorganic chemistry; Organic chemistry; Nanotechnology; Chemistry; Physical chemistry","score_opus":0.014690578735523919,"score_gpt":0.27117472894261235,"score_spread":0.2564841502070884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2395723768","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":[0.997978,0.001099833,0.00019536415,0.00015889948,0.00015247207,0.00012536072,0.00009675431,0.000035529538,0.00015783479],"genre_scores_gemma":[0.99799955,0.00094657636,0.0008461654,0.000022628996,0.000040991934,0.000009436279,0.0000038224857,0.000012800965,0.000118016156],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99877244,0.000045668417,0.00046337527,0.00028899446,0.00021352225,0.00021598178],"domain_scores_gemma":[0.999175,0.00009599145,0.00033609945,0.0002703145,0.00007477968,0.000047778874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038878832,0.00013221387,0.00034680316,0.00002491776,0.00005986874,0.00001771881,0.00015396925,0.00003816427,0.0004115148],"category_scores_gemma":[0.000076090444,0.00008758556,0.000038960028,0.000095152755,0.00023057932,0.0004861898,0.00005266397,0.000019456003,0.00002763877],"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":[0.00008301732,0.000033920016,0.0025670337,0.00010322598,0.0000063967404,7.818719e-7,0.00025913707,0.000018364715,0.9945134,0.0005341033,0.000006176309,0.0018744632],"study_design_scores_gemma":[0.00034915496,0.000075111886,0.0018736814,0.00006479548,0.000017175165,0.0000027869432,0.0000584985,0.000010096996,0.9955646,0.0007029579,0.0011658137,0.000115322866],"about_ca_topic_score_codex":0.00008570409,"about_ca_topic_score_gemma":0.000019295883,"teacher_disagreement_score":0.0017591403,"about_ca_system_score_codex":0.000011694689,"about_ca_system_score_gemma":0.000015501726,"threshold_uncertainty_score":0.45057985},"labels":[],"label_agreement":null},{"id":"W2398632776","doi":"10.1557/adv.2016.357","title":"Optimization of Copper Schottky Contacts on Nanocrystalline ZnO thin films by Atomic Layer Deposition","year":2016,"lang":"en","type":"article","venue":"MRS Advances","topic":"Thin-Film Transistor Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Schottky diode; Optoelectronics; Schottky barrier; Nanocrystalline material; Thermionic emission; Atomic layer deposition; Annealing (glass); Thin film; Copper; Diode; Crystallite; Semiconductor; Nanotechnology; Composite material; Metallurgy","score_opus":0.006165596888688293,"score_gpt":0.20449274461104425,"score_spread":0.19832714772235596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2398632776","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":[0.8127126,0.0062657953,0.1754241,0.0004580272,0.00067201257,0.00037738238,0.00020174032,0.0016570989,0.0022312498],"genre_scores_gemma":[0.9861404,0.0013361181,0.012283066,0.000034700923,0.000012931317,0.000019758496,0.000016666814,0.000033205426,0.00012320983],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99926865,0.000013656046,0.00022276858,0.00016776005,0.00014887485,0.00017829312],"domain_scores_gemma":[0.999604,0.00006635005,0.000057132165,0.00020688573,0.000035751356,0.000029886593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000049930397,0.00015231111,0.00018268146,0.000080669844,0.00003456994,0.000010686329,0.00014973046,0.000108192406,0.00006267817],"category_scores_gemma":[0.000035620607,0.000114319606,0.000040778723,0.00010602437,0.00005759265,0.0003774892,0.000010042604,0.00008482197,0.000017627943],"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":[0.000050669427,0.000032893644,0.00021055392,0.000062530686,0.00002657679,0.0000025382176,0.000047982092,0.24162368,0.7492584,0.00042251288,0.002914358,0.0053473036],"study_design_scores_gemma":[0.00076148397,0.00013009355,0.00011346376,0.00022252157,0.000013446072,0.0000025765091,0.000055843742,0.010131843,0.98073256,0.00024043003,0.00734137,0.00025435069],"about_ca_topic_score_codex":0.0000051632173,"about_ca_topic_score_gemma":0.0000151142885,"teacher_disagreement_score":0.23149183,"about_ca_system_score_codex":0.00007291526,"about_ca_system_score_gemma":0.000006446633,"threshold_uncertainty_score":0.46618184},"labels":[],"label_agreement":null},{"id":"W2398686966","doi":"10.1557/adv.2016.359","title":"A video imaging method for time-dependent measurements of molecular mass transfer and biofilm dynamics in microchannels","year":2016,"lang":"en","type":"article","venue":"MRS Advances","topic":"Surface Modification and Superhydrophobicity","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":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microchannel; Materials science; Biofilm; Displacement (psychology); Microchannel plate detector; Mechanics; Flow (mathematics); Particle (ecology); Mass transfer; Tracking (education); Dynamics (music); Flow velocity; Optics; Nanotechnology; Acoustics; Physics; Detector; Geology","score_opus":0.0166561475137211,"score_gpt":0.2773863040619958,"score_spread":0.26073015654827475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2398686966","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":[0.546731,0.0005741468,0.45196468,0.00031642907,0.000066214096,0.00020128078,0.000052022453,0.000014759875,0.00007946703],"genre_scores_gemma":[0.956018,0.000043004475,0.04373842,0.00006658173,0.0000050845265,0.00003673146,0.0000018336417,0.000012269045,0.0000780755],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99906963,0.00008471472,0.0002307177,0.00027198618,0.00016134733,0.00018161364],"domain_scores_gemma":[0.9996343,0.00009210109,0.000034514826,0.00013281696,0.00006664412,0.000039604023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006216933,0.00010079942,0.00018541758,0.00006593841,0.000031790096,0.000015772757,0.0001242832,0.000027311393,0.000054895456],"category_scores_gemma":[0.000052262483,0.00007363533,0.00003452537,0.00006534814,0.00006208709,0.00019063949,0.000014363855,0.000020364261,0.000007488092],"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":[0.000049111233,0.000022808515,0.001521401,0.000026654803,0.0000028751765,8.615012e-7,0.0000963796,0.00014352157,0.9920613,0.00006209307,0.0000019837746,0.0060109673],"study_design_scores_gemma":[0.00069338095,0.000021013728,0.000067500056,0.000041767318,0.0000073232304,0.000001380568,0.00009983276,0.0027143226,0.99496657,0.0011832151,0.000096567666,0.00010714714],"about_ca_topic_score_codex":0.000033896682,"about_ca_topic_score_gemma":0.000035296467,"teacher_disagreement_score":0.409287,"about_ca_system_score_codex":0.00006645521,"about_ca_system_score_gemma":0.000017364508,"threshold_uncertainty_score":0.30027616},"labels":[],"label_agreement":null},{"id":"W2413121425","doi":"10.1557/adv.2016.430","title":"Amorphous Silicon Photovoltaic Modules on Flexible Plastic Substrates","year":2016,"lang":"en","type":"article","venue":"MRS Advances","topic":"Thin-Film Transistor Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Fabrication; Optoelectronics; Photovoltaic system; Electrode; Electrical conductor; Stack (abstract data type); Amorphous silicon; Voltage; Coating; Amorphous solid; Substrate (aquarium); Solar cell; Crystalline silicon; Composite material; Electrical engineering; Computer science","score_opus":0.009335316284824317,"score_gpt":0.2050885430572324,"score_spread":0.19575322677240808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2413121425","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":[0.9887915,0.0034779026,0.0021669012,0.000045831355,0.0007413971,0.000118628566,0.000040307103,0.002978056,0.0016394444],"genre_scores_gemma":[0.99798554,0.0008132237,0.0008320567,0.000013815954,0.000045244822,0.000046931855,0.000002162064,0.00004674028,0.00021425431],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99907094,0.000007739448,0.00018094396,0.00024701844,0.00015159317,0.00034174736],"domain_scores_gemma":[0.9993882,0.000219204,0.00002733735,0.0003000959,0.000017573731,0.000047561425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003776154,0.00022326125,0.00020025547,0.0001297116,0.000054311786,0.000020912341,0.00025122898,0.000094201954,0.000060004506],"category_scores_gemma":[0.000058434904,0.00015805081,0.000052857078,0.00015061967,0.00013628167,0.0002740562,0.0000129899445,0.00011949221,0.00024695753],"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":[0.000044887496,0.000039974297,0.0022417784,0.00012961483,0.000037780395,0.000027239174,0.00006474941,0.026579564,0.91280127,0.0011444727,0.0007282089,0.056160484],"study_design_scores_gemma":[0.00036356825,0.000121401,0.0041593015,0.0001565664,0.000010000153,0.000004680363,0.00006750963,0.0006253611,0.9706742,0.0036205763,0.019867398,0.0003294036],"about_ca_topic_score_codex":0.000007911009,"about_ca_topic_score_gemma":0.00007502323,"teacher_disagreement_score":0.05787299,"about_ca_system_score_codex":0.00008707882,"about_ca_system_score_gemma":0.0000060231528,"threshold_uncertainty_score":0.64451253},"labels":[],"label_agreement":null},{"id":"W2472038033","doi":"10.1557/adv.2016.465","title":"Synthesis and properties of covalently linked photoluminescent magnetic magnetite nanoparticle-silicon nanocrystal hybrids","year":2016,"lang":"en","type":"article","venue":"MRS Advances","topic":"Quantum Dots Synthesis 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":"Concordia University of Edmonton; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Technische Universität München; University of Alberta","keywords":"Materials science; Nanocrystal; Magnetite; Photoluminescence; Nanoparticle; Magnetite Nanoparticles; Covalent bond; Silicon; Nanotechnology; Magnetic nanoparticles; Chemical engineering; Optoelectronics; Metallurgy; Organic chemistry","score_opus":0.01623951705249866,"score_gpt":0.2109229369975357,"score_spread":0.19468341994503705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2472038033","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":[0.9761196,0.02257257,0.000009962786,0.0005251348,0.00023584203,0.00024237466,0.00003917526,0.00006840061,0.00018693444],"genre_scores_gemma":[0.9964735,0.0025006444,0.00025939243,0.000040441653,0.000052236635,0.00008206726,2.0257394e-7,0.000023571405,0.00056794327],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998358,0.00013244638,0.00044163805,0.0003958966,0.000300744,0.0003712456],"domain_scores_gemma":[0.99919504,0.00015262816,0.00015525003,0.00030751264,0.000092066235,0.0000975294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032098088,0.00021775634,0.00036980544,0.00006438066,0.000106506326,0.000058406462,0.00023502781,0.00004604791,0.00068441045],"category_scores_gemma":[0.00027696427,0.00012262141,0.000058752354,0.00008265676,0.00065650186,0.00044725236,0.000102437836,0.000032714826,0.00007065868],"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":[0.0001890941,0.000065454544,0.001431058,0.00021225942,0.0000042808333,0.0000035087005,0.0001498723,0.0000021295477,0.96421564,0.000083741266,0.00003832717,0.033604614],"study_design_scores_gemma":[0.00030377007,0.00028083107,0.000988288,0.0005166014,0.000029576373,0.000014347402,0.00014546826,0.000076532764,0.98765105,0.00008050029,0.009678221,0.00023482587],"about_ca_topic_score_codex":0.000075353746,"about_ca_topic_score_gemma":0.000026337084,"teacher_disagreement_score":0.03336979,"about_ca_system_score_codex":0.000021351128,"about_ca_system_score_gemma":0.000035039346,"threshold_uncertainty_score":0.7493814},"labels":[],"label_agreement":null},{"id":"W2490602751","doi":"10.1557/adv.2016.536","title":"Scalable Non-injection Synthesis of Cd-Free Copper Indium Sulfide/Zinc Sulfide Quantum Dots for Third-Gen Photovoltaic Application","year":2016,"lang":"en","type":"article","venue":"MRS Advances","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Quantum dot; Indium; Photoluminescence; Stokes shift; High-resolution transmission electron microscopy; Zinc sulfide; Zinc; Copper sulfide; Cadmium sulfide; Copper; Sulfide; Nanoparticle; Nanotechnology; Transmission electron microscopy; Optoelectronics; Chemical engineering; Luminescence; Metallurgy","score_opus":0.01327369386741522,"score_gpt":0.2440815018064141,"score_spread":0.23080780793899888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2490602751","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":[0.98421925,0.0019105774,0.01004795,0.00047793903,0.0007060817,0.0009250387,0.0002729809,0.00014799598,0.0012921564],"genre_scores_gemma":[0.99492943,0.00061342027,0.002906596,0.00006700741,0.00018318796,0.0006953966,0.0000040362443,0.00004266861,0.0005582788],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978716,0.000090515474,0.0006013195,0.0005733311,0.00038653772,0.00047673337],"domain_scores_gemma":[0.99776804,0.00076281116,0.0004285089,0.0007206105,0.0002281093,0.00009188793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092026463,0.00026769235,0.00048819717,0.00013443011,0.00026725398,0.00006272769,0.00060783146,0.00012774978,0.00015371857],"category_scores_gemma":[0.00072313496,0.00016977158,0.00013666094,0.00019178,0.0002765548,0.0007976454,0.000106446445,0.000050603096,0.00019650663],"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":[0.00030390342,0.00007981376,0.0014235837,0.00016603798,0.000013701272,3.5342757e-7,0.00011677275,0.000051124327,0.9814516,0.0005743805,0.0022814635,0.013537278],"study_design_scores_gemma":[0.00040992297,0.00020195861,0.0013426183,0.00020583796,0.00004251538,0.000004233311,0.00019398725,0.00033351764,0.96446985,0.008543934,0.023962991,0.000288624],"about_ca_topic_score_codex":0.0003614925,"about_ca_topic_score_gemma":0.00026201754,"teacher_disagreement_score":0.021681527,"about_ca_system_score_codex":0.00009173494,"about_ca_system_score_gemma":0.000090808215,"threshold_uncertainty_score":0.69230837},"labels":[],"label_agreement":null},{"id":"W2568978267","doi":"10.1557/adv.2016.636","title":"Graphenic Nanocomposite Barrier Films","year":2016,"lang":"en","type":"article","venue":"MRS Advances","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","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":"National Research Council Canada; National Institute for Nanotechnology","funders":"","keywords":"Materials science; Nanocomposite; Compounding; Corrosion; Graphene; Casting; Epoxy; Composite material; Metallurgy; Polyethylene; Nanotechnology","score_opus":0.009177169567867962,"score_gpt":0.25020541740898955,"score_spread":0.2410282478411216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2568978267","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":[0.99357724,0.0005160055,0.003435033,0.00015751844,0.00077843055,0.000095039795,0.000042898002,0.00011621301,0.0012816414],"genre_scores_gemma":[0.99696445,0.00011666604,0.0012521789,0.00011222513,0.000047463807,0.000027448006,0.000001986263,0.000008535415,0.001469016],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992634,0.000026847421,0.00014340895,0.00021761256,0.00016130503,0.00018742518],"domain_scores_gemma":[0.99963516,0.000036652444,0.000051140676,0.00017727872,0.000034580306,0.00006516341],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000089944115,0.00008663155,0.00009397971,0.00003800577,0.000112917645,0.000028652434,0.00012291194,0.00002796654,0.0040253177],"category_scores_gemma":[0.000015299885,0.000051616236,0.000052319516,0.00007466036,0.000086281485,0.0005077975,0.000037300844,0.000022479306,0.0006409731],"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":[0.000014933327,0.000013915388,0.0012606342,0.0000026704197,1.08196446e-7,0.0000018480642,0.000023148688,0.0000016451091,0.98915017,0.00021414983,0.0008661241,0.008450628],"study_design_scores_gemma":[0.00022919188,0.00005486673,0.0006773957,0.00004359678,0.000004526387,0.000004673455,0.00002056355,0.0000016411745,0.9609839,0.0009557152,0.03690888,0.00011505945],"about_ca_topic_score_codex":0.0000037936813,"about_ca_topic_score_gemma":0.000008650592,"teacher_disagreement_score":0.036042757,"about_ca_system_score_codex":0.000012752751,"about_ca_system_score_gemma":0.000009617743,"threshold_uncertainty_score":0.9968851},"labels":[],"label_agreement":null},{"id":"W2570524790","doi":"10.1557/adv.2016.619","title":"Study of SIMFUEL corrosion under hyper-alkaline conditions in the presence of silicate and calcium","year":2016,"lang":"en","type":"article","venue":"MRS Advances","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Consejo Superior de Investigaciones Científicas","keywords":"Materials science; X-ray photoelectron spectroscopy; Cementitious; Silicate; Calcium silicate; Electrolyte; Corrosion; Ionic bonding; Electrochemistry; Inorganic chemistry; Calcium; Analytical Chemistry (journal); Chemical engineering; Ion; Cement; Metallurgy; Electrode; Chemistry; Physical chemistry; Composite material; Environmental chemistry","score_opus":0.03213838012694548,"score_gpt":0.31301664852851163,"score_spread":0.28087826840156616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2570524790","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":[0.9988205,0.00038494958,0.00025824716,0.00006690782,0.0000378852,0.00018191025,0.000019982912,0.00000898845,0.00022063934],"genre_scores_gemma":[0.9995082,0.0004027379,0.000009913417,0.000005192763,0.00000938713,0.00002509789,0.0000013676428,0.000004007063,0.000034068533],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995668,0.000034808643,0.00013220303,0.00006752369,0.00011514908,0.00008349576],"domain_scores_gemma":[0.9996703,0.00016109271,0.00001871991,0.000117626,0.00001992681,0.000012312925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011307295,0.000044834207,0.00009246043,0.00003348047,0.000015954949,0.0000045814522,0.00009175848,0.000012048456,0.000052479758],"category_scores_gemma":[0.000019809506,0.000024813397,0.00000783112,0.000073508476,0.000054446584,0.00009267394,0.000027320892,0.000023727029,0.000002030651],"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":[0.000017289149,0.00004987517,0.0068689696,0.000055504945,0.000004167685,0.0000011572207,0.00048087267,0.0009018328,0.989801,0.00015105715,0.00005330119,0.0016149852],"study_design_scores_gemma":[0.005029946,0.001620301,0.1761559,0.00042645706,0.000052543302,0.000007509921,0.019022362,0.002563833,0.78390676,0.004038414,0.006694151,0.00048181156],"about_ca_topic_score_codex":0.000026874353,"about_ca_topic_score_gemma":0.00007043329,"teacher_disagreement_score":0.20589422,"about_ca_system_score_codex":0.000004901025,"about_ca_system_score_gemma":0.0000034441223,"threshold_uncertainty_score":0.10118609},"labels":[],"label_agreement":null},{"id":"W2581233621","doi":"10.1557/adv.2017.51","title":"Conformal Carbon Nanotube Coatings for Ceramic Composite Structures","year":2017,"lang":"en","type":"article","venue":"MRS Advances","topic":"Carbon Nanotubes in Composites","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 Alberta; National Research Council Canada; National Institute for Nanotechnology","funders":"","keywords":"Materials science; Carbon nanotube; Ceramic; Composite number; Chemical vapor deposition; Fabrication; Composite material; Layer (electronics); Deposition (geology); Coating; Atomic layer deposition; Polymer; Oxide; Nanotechnology; Metallurgy","score_opus":0.013049062824224371,"score_gpt":0.2881180415347312,"score_spread":0.27506897871050684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581233621","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":[0.9896584,0.0009614059,0.00040468428,0.0002329251,0.002260143,0.00040628723,0.00008526471,0.00013462777,0.0058562197],"genre_scores_gemma":[0.99053776,0.000038730675,0.008571284,0.00016708682,0.00031493464,0.00005305174,0.000011689342,0.000027210172,0.00027824118],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985401,0.00002371972,0.00032017328,0.0003892507,0.00028081943,0.00044596186],"domain_scores_gemma":[0.9985477,0.00020422557,0.00036534152,0.0006812959,0.000120462275,0.000081026425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022216933,0.00022853586,0.00032597562,0.000051948296,0.00076479337,0.0004728124,0.0008880696,0.00007674969,0.00005387226],"category_scores_gemma":[0.00016401331,0.00020066477,0.00009284825,0.000031494772,0.00038153905,0.00061219616,0.00023358509,0.00009239359,0.000011686546],"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":[0.00012274084,0.000014611753,0.0031856964,0.000068346075,0.0000059963245,0.0000037076259,0.00018720227,0.00027991144,0.98928607,0.002760595,0.00009919692,0.003985908],"study_design_scores_gemma":[0.0008461838,0.00013707262,0.0026111829,0.000047219368,0.000025755378,0.000016818947,0.000050039725,0.0012767632,0.9707758,0.0061134687,0.017748604,0.0003511032],"about_ca_topic_score_codex":0.0001677834,"about_ca_topic_score_gemma":0.000083766485,"teacher_disagreement_score":0.0185103,"about_ca_system_score_codex":0.000050752093,"about_ca_system_score_gemma":0.00003911489,"threshold_uncertainty_score":0.8182872},"labels":[],"label_agreement":null},{"id":"W2581682171","doi":"10.1557/adv.2017.83","title":"Modeling of Plasma Expansion during Pulsed Electron Beam Ablation of Graphite","year":2017,"lang":"en","type":"article","venue":"MRS Advances","topic":"Laser-induced spectroscopy and plasma","field":"Engineering","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":"Laurentian University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Plasma; Nanosecond; Plume; Graphite; Thin film; Substrate (aquarium); Cathode ray; Beam (structure); Ablation; Deposition (geology); Pulsed laser deposition; Electron; Argon; Atomic physics; Optics; Nanotechnology; Laser; Composite material; Thermodynamics; Physics","score_opus":0.008101114785429873,"score_gpt":0.23440402652480066,"score_spread":0.22630291173937078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581682171","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":[0.9963302,0.0003165314,0.0015665946,0.000008168302,0.00020939462,0.000082171355,0.000007688995,0.00006397997,0.0014152875],"genre_scores_gemma":[0.9986913,0.00056436524,0.00064399955,9.00807e-7,0.000044680597,0.0000055214814,0.000005892002,0.000017760794,0.000025556796],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993064,0.000006851646,0.00023175337,0.0001258548,0.0001389974,0.00019017427],"domain_scores_gemma":[0.99955314,0.000018712892,0.00009166126,0.00027312414,0.000032405187,0.00003097611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007159666,0.00011442993,0.00019089063,0.00008779417,0.00013119601,0.000013668763,0.00016196478,0.000060004902,0.000009305752],"category_scores_gemma":[0.000024180592,0.00011268404,0.00005347828,0.000061155275,0.000027964887,0.0004998293,0.000016506776,0.00010685675,0.0000021708133],"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":[0.000027889695,0.000007867758,0.0005663599,0.00008706807,0.000010175244,6.256952e-7,0.00006931235,0.46568227,0.5328837,0.000052023963,6.539594e-7,0.00061207137],"study_design_scores_gemma":[0.00025857094,0.000036691607,0.001111196,0.00007482677,0.000009254478,0.00000107722,0.000018813953,0.21732102,0.78057,0.000467074,0.000036917736,0.00009457537],"about_ca_topic_score_codex":0.000025351252,"about_ca_topic_score_gemma":0.00008364735,"teacher_disagreement_score":0.24836126,"about_ca_system_score_codex":0.000022242972,"about_ca_system_score_gemma":0.000007794787,"threshold_uncertainty_score":0.4595122},"labels":[],"label_agreement":null},{"id":"W2583676883","doi":"10.1557/adv.2017.126","title":"High and low activation energy kinetics are different: Implications for hydrogen and protons in condensed matter","year":2017,"lang":"en","type":"article","venue":"MRS Advances","topic":"Advanced Chemical Physics Studies","field":"Physics and Astronomy","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":"Polytechnique Montréal; Regroupement Québécois sur les Matériaux de Pointe","funders":"","keywords":"Kinetic energy; Kinetics; Hydrogen; Ion; Materials science; Excitation; Chemical physics; Activation energy; Entropy (arrow of time); Thermodynamics; Physics; Physical chemistry; Chemistry; Quantum mechanics","score_opus":0.010143569754929138,"score_gpt":0.26441363119304245,"score_spread":0.2542700614381133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2583676883","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":[0.9922468,0.00008240672,0.005707144,0.0011257621,0.000017449522,0.00031242424,0.00007614269,0.000007804482,0.00042407206],"genre_scores_gemma":[0.9988243,0.000015865391,0.00045279486,0.00004107263,0.00007721756,0.00046582686,0.000022683169,0.0000110690735,0.00008919552],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995554,0.0000042374427,0.00009873885,0.00018435875,0.000029711984,0.0001275642],"domain_scores_gemma":[0.9995752,0.00006505104,0.00013820703,0.0001654241,0.000027822263,0.000028304936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000007653155,0.000099128854,0.00014718674,0.000014216418,0.00018486353,0.000033082793,0.00007056983,0.00001541378,0.000003909889],"category_scores_gemma":[0.0000061614774,0.00009044169,0.00001762169,0.000014769392,0.00010506034,0.00017782497,0.00006626679,0.000037918227,3.6854058e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005379286,0.00025992902,0.65102047,0.000119064236,0.00006686915,1.4826298e-7,0.00017108605,0.00020420438,0.25945717,0.039378542,0.00014578906,0.049122926],"study_design_scores_gemma":[0.0008169427,0.000023313842,0.14434843,0.000053865744,0.000012463623,9.631112e-8,0.000079472455,0.000045465706,0.25601715,0.59700465,0.0014070084,0.00019113382],"about_ca_topic_score_codex":0.000019548861,"about_ca_topic_score_gemma":0.000014640293,"teacher_disagreement_score":0.5576261,"about_ca_system_score_codex":0.000009509175,"about_ca_system_score_gemma":0.0000022668744,"threshold_uncertainty_score":0.3688105},"labels":[],"label_agreement":null},{"id":"W2586871569","doi":"10.1557/adv.2017.140","title":"In Operando XANES &amp; XRD Investigation into the Rate-Dependent Transport Properties of Lithium Iron Silicate Cathodes","year":2017,"lang":"en","type":"article","venue":"MRS Advances","topic":"Advancements in Battery Materials","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":"Canadian Light Source (Canada); McGill University; University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Cathode; XANES; Lithium (medication); Electrochemistry; Ionic bonding; Silicate; Chemical engineering; Phase (matter); Ionic conductivity; Electrode; Ion; Physical chemistry; Chemistry; Spectroscopy","score_opus":0.02752488869091973,"score_gpt":0.26596069948896295,"score_spread":0.2384358107980432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586871569","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":[0.9959166,0.0019497573,0.0004485837,0.00044144387,0.00057738944,0.00032874837,0.0000070597757,0.00005759746,0.0002728171],"genre_scores_gemma":[0.9970571,0.00071033026,0.0015185853,0.00006340739,0.00007129975,0.00013188877,0.000005237658,0.000027453481,0.00041471003],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990492,0.000055030876,0.0003735577,0.00018808278,0.00014762553,0.00018653691],"domain_scores_gemma":[0.99931383,0.000028756162,0.000114118135,0.0004844773,0.000031707918,0.000027089967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038714052,0.0001688462,0.00024812444,0.00004438608,0.00014528378,0.000046740068,0.00041998923,0.000043719996,0.000026279362],"category_scores_gemma":[0.00006559022,0.000115154486,0.000021150141,0.000039262886,0.00024450483,0.0008633176,0.000037038033,0.000088739165,0.000014274437],"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":[0.000073561256,0.000020787214,0.010190607,0.00047670098,0.00001275438,0.000002866916,0.0064271633,0.047243692,0.9331285,0.00011160856,0.000027321094,0.0022844542],"study_design_scores_gemma":[0.0005153456,0.000022749648,0.0062433216,0.00020497234,0.000015206876,0.0000017906949,0.0002817045,0.0001109555,0.9827206,0.0022131493,0.0074335923,0.00023657287],"about_ca_topic_score_codex":0.00022537514,"about_ca_topic_score_gemma":0.0006788327,"teacher_disagreement_score":0.049592156,"about_ca_system_score_codex":0.000039268067,"about_ca_system_score_gemma":0.000010982008,"threshold_uncertainty_score":0.46958634},"labels":[],"label_agreement":null},{"id":"W2588645705","doi":"10.1557/adv.2017.207","title":"Corrosion processes and microbial activity of carbon steel in the context of geological repository in clay environment","year":2016,"lang":"en","type":"article","venue":"MRS Advances","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":2,"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":"Japan Atomic Energy Agency; Nuclear Waste Management Organization","keywords":"Mackinawite; Materials science; Goethite; Metallurgy; Corrosion; Siderite; Carbon steel; Context (archaeology); Anoxic waters; Lepidocrocite; Dielectric spectroscopy; Carbon fibers; Metal; Environmental chemistry; Electrochemistry; Composite material; Geology; Carbonate; Chemistry","score_opus":0.012515446430518534,"score_gpt":0.23593697110026,"score_spread":0.22342152466974147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588645705","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":[0.99926287,0.00032172064,0.00005215883,0.000071242495,0.00006586738,0.00013946448,0.0000083128325,0.0000033478773,0.00007503999],"genre_scores_gemma":[0.9997153,0.00019754785,0.000031718413,0.000009825398,0.000008294625,0.000015345795,3.525615e-7,0.0000019210574,0.000019637291],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993888,0.00008722082,0.0001770612,0.00014969116,0.00011385194,0.000083387924],"domain_scores_gemma":[0.9996519,0.00011854032,0.00011439135,0.0000918039,0.000012667096,0.0000106879515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018640912,0.000057626712,0.0001288896,0.000026547536,0.000018703735,0.0000041613357,0.00007269773,0.00003524993,0.000017114553],"category_scores_gemma":[0.000032947613,0.00003004735,0.000011402076,0.00004363058,0.0001986344,0.00013088949,0.00003725965,0.000032617492,4.935068e-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":[0.00011096159,0.000112642134,0.03607934,0.00002645178,3.193487e-8,0.0000018669638,0.00027743005,0.0000040992986,0.96120435,0.000007767199,0.0000025762665,0.0021724622],"study_design_scores_gemma":[0.00032484907,0.00015740654,0.026588114,0.00009954567,0.0000023825273,0.0000036111921,0.00023163705,0.0000024964756,0.9724114,0.000043580683,0.000091177666,0.00004378561],"about_ca_topic_score_codex":0.000051717005,"about_ca_topic_score_gemma":0.00011874471,"teacher_disagreement_score":0.011207041,"about_ca_system_score_codex":0.000020052305,"about_ca_system_score_gemma":0.000012398133,"threshold_uncertainty_score":0.12252953},"labels":[],"label_agreement":null},{"id":"W2589331880","doi":"10.1557/adv.2017.223","title":"Microstructure Contributions to Vibrational Damping and Identification of Damage Mechanisms in Arundo Donax L: Reed Cane for Woodwind Instruments","year":2017,"lang":"en","type":"article","venue":"MRS Advances","topic":"Bamboo properties and applications","field":"Agricultural and Biological Sciences","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":"McGill University","funders":"","keywords":"Arundo donax; Materials science; Composite material; Microstructure; Cane; Fiber; Acoustics","score_opus":0.013448330153744591,"score_gpt":0.26928136171994405,"score_spread":0.25583303156619946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589331880","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":[0.9939606,0.000110730776,0.0007238619,0.0040957388,0.00006233902,0.0004099434,0.00058780785,0.0000072437433,0.000041741103],"genre_scores_gemma":[0.99833477,0.000039769217,0.001284469,0.0000803352,0.000034729248,0.00008070001,0.0000848396,6.056145e-7,0.00005979355],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.999465,0.000009092756,0.00017722462,0.00017171081,0.000066205655,0.00011078458],"domain_scores_gemma":[0.9996629,0.000032677395,0.00013641224,0.00006609388,0.000070786606,0.000031145755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010459858,0.000060694318,0.000097290285,0.000008995924,0.00040993822,0.00008486566,0.00016935666,0.000035835714,0.00001127172],"category_scores_gemma":[0.000075832744,0.000028144806,0.000019731346,0.000053361873,0.000054960692,0.00022722127,0.00005133313,0.0000328658,8.454654e-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":[0.000019031067,0.000015200167,0.0018966644,0.00000639896,0.0000026897992,4.7010012e-8,0.000032836266,0.000014365995,0.96451193,0.006773164,0.00001550675,0.026712174],"study_design_scores_gemma":[0.0004032969,0.000118745185,0.65907365,0.0000481653,0.0000090607855,0.00000142826,0.00035100116,0.00026343082,0.29397544,0.031198477,0.01438803,0.00016928959],"about_ca_topic_score_codex":0.00016619603,"about_ca_topic_score_gemma":0.0013291382,"teacher_disagreement_score":0.67053646,"about_ca_system_score_codex":0.0000146456405,"about_ca_system_score_gemma":0.000006170403,"threshold_uncertainty_score":0.3152955},"labels":[],"label_agreement":null},{"id":"W2594889200","doi":"10.1557/adv.2017.237","title":"Inkjet-Printed Flexible Active Multilayered Structures","year":2017,"lang":"en","type":"article","venue":"MRS Advances","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Institut National d'Optique","funders":"","keywords":"Materials science; Inkwell; PEDOT:PSS; Fabrication; Polyimide; Electrical conductor; Substrate (aquarium); Active layer; Layer (electronics); Nanotechnology; Inkjet printing; Dielectric; Printed electronics; Conductive ink; Optoelectronics; Composite material; Sheet resistance; Thin-film transistor","score_opus":0.02146368961292477,"score_gpt":0.2799230173048263,"score_spread":0.25845932769190155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594889200","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":[0.9652488,0.00051866274,0.0042700227,0.000037064303,0.0021298702,0.00012783248,0.000041801377,0.0009280026,0.026697898],"genre_scores_gemma":[0.9924454,0.00021656058,0.006536158,0.00001870163,0.0001986425,0.000014567007,0.000006100155,0.00003821316,0.0005256261],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99926054,0.000011152275,0.00016023399,0.00019277126,0.00010222635,0.00027308334],"domain_scores_gemma":[0.9993484,0.00003518819,0.00007680901,0.0004378263,0.000031387266,0.00007039742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003478189,0.00018147184,0.00021137627,0.000040831852,0.00029158595,0.000113914255,0.00030928277,0.0000591735,0.00009317051],"category_scores_gemma":[0.00013501135,0.00016434219,0.000039249357,0.000025930225,0.00008894152,0.0006149017,0.00005456146,0.00010118531,0.00003148029],"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":[0.000085947104,0.00001566429,0.00064878166,0.00012168871,0.00007095723,0.00002617593,0.0002930107,0.555047,0.28593552,0.0019805473,0.00023249497,0.15554221],"study_design_scores_gemma":[0.00058773864,0.000027980652,0.018537553,0.000057141096,0.000012366171,0.000007875727,0.00012841486,0.0038810316,0.88722146,0.009324078,0.0797464,0.00046798022],"about_ca_topic_score_codex":0.00003097361,"about_ca_topic_score_gemma":0.000044206463,"teacher_disagreement_score":0.60128593,"about_ca_system_score_codex":0.00003147625,"about_ca_system_score_gemma":0.0000050486615,"threshold_uncertainty_score":0.670168},"labels":[],"label_agreement":null},{"id":"W2615746171","doi":"10.1557/adv.2017.348","title":"The electron transport that occurs within wurtzite zinc oxide and the application of stress","year":2017,"lang":"en","type":"article","venue":"MRS Advances","topic":"ZnO doping and properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Army Research Laboratory; Natural Sciences and Engineering Research Council of Canada","keywords":"Wurtzite crystal structure; Materials science; Stress (linguistics); Zinc; Electron transport chain; Monte Carlo method; Electron; Focus (optics); Engineering physics; Condensed matter physics; Nanotechnology; Optics; Metallurgy; Physics; Statistics","score_opus":0.013095300086765465,"score_gpt":0.26404133792637813,"score_spread":0.25094603783961267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615746171","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":[0.9927815,0.005000087,0.00037743282,0.0008154968,0.00013700698,0.00016034085,0.000009348338,0.000018368451,0.00070042576],"genre_scores_gemma":[0.9984383,0.0010439599,0.00018660973,0.00003108754,0.000029673205,0.000034111683,0.000001041641,0.0000046596,0.00023055598],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994547,0.000039142204,0.000120406134,0.00012996135,0.00013375167,0.00012207574],"domain_scores_gemma":[0.99930125,0.00009980642,0.0002046656,0.0003548228,0.000023671877,0.000015758862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045835,0.00006725975,0.00010650071,0.000006314913,0.0006144448,0.000079860125,0.00035838617,0.000018228113,0.0000019423812],"category_scores_gemma":[0.000040566392,0.000030531646,0.000020809714,0.000014265173,0.0006400361,0.0002199897,0.000021828537,0.000047333302,0.0000030757726],"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":[0.004277172,0.00013648445,0.21915425,0.00080365187,0.00010090064,0.000005746624,0.01555692,0.011909671,0.53640217,0.13769445,0.00023426628,0.07372429],"study_design_scores_gemma":[0.00070006313,0.00006750777,0.034248263,0.00009742024,0.00003341063,0.0000035712503,0.00077501714,0.00096916803,0.9298307,0.011170379,0.021931976,0.00017252628],"about_ca_topic_score_codex":0.00029633168,"about_ca_topic_score_gemma":0.0008689439,"teacher_disagreement_score":0.3934285,"about_ca_system_score_codex":0.000004628444,"about_ca_system_score_gemma":0.00001669544,"threshold_uncertainty_score":0.47258747},"labels":[],"label_agreement":null},{"id":"W2619614532","doi":"10.1557/adv.2017.357","title":"Biopatterning of Keratinocytes in Aqueous Two-Phase Systems as a Potential Tool for Skin Tissue Engineering","year":2017,"lang":"en","type":"article","venue":"MRS Advances","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Keratinocyte; Materials science; Tissue engineering; Epidermis (zoology); PEG ratio; Aqueous solution; Polymer; Matrix (chemical analysis); Substrate (aquarium); Biophysics; Adherens junction; Adhesion; Chemical engineering; Cell; Biomedical engineering; Chemistry; In vitro; Cadherin; Biochemistry; Biology; Anatomy; Organic chemistry; Composite material","score_opus":0.011748843776336353,"score_gpt":0.3329523431316511,"score_spread":0.3212034993553148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619614532","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":[0.93615085,0.0033505626,0.05888429,0.00003469402,0.0007769781,0.00040816492,0.000022819393,0.000102162296,0.00026948957],"genre_scores_gemma":[0.99473256,0.000094609706,0.004750889,0.0000025281577,0.00021002353,0.00009816809,0.0000057247903,0.00003229182,0.00007322088],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989129,0.000013131956,0.0003118486,0.00018131042,0.00023476958,0.0003460785],"domain_scores_gemma":[0.99937886,0.00014833147,0.00006993105,0.00029905635,0.000041537394,0.00006226609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032705115,0.00013557138,0.00024737607,0.00013207794,0.000094208524,0.00015161363,0.0003708516,0.00005817257,0.00001758953],"category_scores_gemma":[0.0005585835,0.00013488407,0.000040208033,0.00006058424,0.00007183318,0.00022850429,0.000074759126,0.00015369996,0.000011044252],"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":[0.000062254854,0.000073829804,0.0020093047,0.0019471179,0.00005493688,0.000120234996,0.0002936543,0.2710591,0.31313282,0.00037722063,0.000064669475,0.41080484],"study_design_scores_gemma":[0.0025291773,0.00022330662,0.0011979066,0.00068968453,0.000011347626,0.000024716284,0.000076067096,0.70977306,0.26506352,0.00012367788,0.019890059,0.0003974841],"about_ca_topic_score_codex":0.00013788721,"about_ca_topic_score_gemma":0.000015766589,"teacher_disagreement_score":0.43871394,"about_ca_system_score_codex":0.000045975787,"about_ca_system_score_gemma":0.000019785499,"threshold_uncertainty_score":0.5500413},"labels":[],"label_agreement":null},{"id":"W2725649235","doi":"10.1557/adv.2017.473","title":"Mechanical Properties of Poly (lactic acid) Composites Reinforced with CaCO3 Eggshell Based Fillers","year":2017,"lang":"en","type":"article","venue":"MRS Advances","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":46,"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":"Materials science; Composite material; Ultimate tensile strength; Absorption of water; Charpy impact test; Filler (materials); Distilled water; Scanning electron microscope; Izod impact strength test; Particle size; Lactic acid; Chemical engineering","score_opus":0.02590845752328923,"score_gpt":0.2337249467879242,"score_spread":0.20781648926463495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725649235","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":[0.836102,0.15337859,0.0017703386,0.0024049848,0.0009501442,0.00040253912,0.000059775117,0.00019237137,0.004739253],"genre_scores_gemma":[0.99382734,0.000085348474,0.005209929,0.0001164722,0.00005144932,0.000027252478,0.000001445902,0.000018938465,0.0006618318],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987675,0.000059500984,0.0002712496,0.0002869232,0.0003151339,0.0002997169],"domain_scores_gemma":[0.99884653,0.00004743115,0.00032718628,0.00061963307,0.000079699304,0.00007953497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020681747,0.00020007952,0.00035000776,0.000041944535,0.00052315224,0.000177121,0.00058665185,0.00006014298,0.00025143323],"category_scores_gemma":[0.00009216679,0.00011745537,0.0000618369,0.00003858342,0.00046253172,0.0006666402,0.00007942381,0.00007778617,0.00003321761],"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":[0.0006555271,0.000030568386,0.00020445463,0.00016287877,0.000014667333,0.000003890849,0.00016570199,0.000018860905,0.98043185,0.00021684087,0.000041047148,0.018053731],"study_design_scores_gemma":[0.00035907296,0.00024531092,0.00010014526,0.00024610962,0.000028865297,0.0000037085424,0.00019089406,0.000937774,0.9955683,0.000016198295,0.0020878452,0.00021580826],"about_ca_topic_score_codex":0.00044501037,"about_ca_topic_score_gemma":0.000092532835,"teacher_disagreement_score":0.15772532,"about_ca_system_score_codex":0.000016349139,"about_ca_system_score_gemma":0.00007712817,"threshold_uncertainty_score":0.47896907},"labels":[],"label_agreement":null},{"id":"W2771406964","doi":"10.1557/adv.2017.613","title":"Advances in conditioning of low- and intermediate-level nuclear waste","year":2017,"lang":"en","type":"article","venue":"MRS Advances","topic":"Nuclear and radioactivity studies","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":"Nuclear Waste Management Organization","funders":"","keywords":"Materials science; Conditioning; Radioactive waste; High-level waste; Nuclear engineering; Waste management; Engineering","score_opus":0.009281149027548207,"score_gpt":0.2401297289286479,"score_spread":0.2308485799010997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771406964","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":[0.98240983,0.0058366675,0.00010012336,0.000043142383,0.00040064869,0.000060857405,0.000018437437,0.000045824574,0.01108448],"genre_scores_gemma":[0.992078,0.0074700187,0.00035890288,0.0000068655745,0.000044993114,0.0000029820928,6.800515e-7,0.000014098535,0.000023454444],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995975,0.000005604426,0.00011290808,0.000097295895,0.00006186659,0.00012481926],"domain_scores_gemma":[0.9997568,0.000036145848,0.000048833965,0.00012385352,0.000010740741,0.000023631772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000445876,0.00008300185,0.0001722233,0.00004707028,0.00011437526,0.000024930105,0.000103621576,0.00002355449,0.000010390727],"category_scores_gemma":[0.000041032366,0.000076705655,0.00001967963,0.000022715216,0.00017584035,0.0007187429,0.000045127043,0.00007858789,0.000003906439],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015358793,0.00015633009,0.11131259,0.0033341907,0.00016320804,0.00007910356,0.008526091,0.023388086,0.019044645,0.0039970893,0.00062511984,0.82921994],"study_design_scores_gemma":[0.005790496,0.0005098748,0.7771844,0.0039459164,0.000075332806,0.000035668025,0.018090347,0.031968307,0.038093615,0.010646692,0.111530215,0.0021291024],"about_ca_topic_score_codex":0.0000058392866,"about_ca_topic_score_gemma":0.00012469786,"teacher_disagreement_score":0.82709086,"about_ca_system_score_codex":0.0000126916775,"about_ca_system_score_gemma":0.0000017393172,"threshold_uncertainty_score":0.31279656},"labels":[],"label_agreement":null},{"id":"W2782194997","doi":"10.1557/adv.2017.640","title":"In Situ X-Ray Diffraction Studies of Crystallization Growth Behavior in ZnO-Bi2O3-B2O3 Glass as a Route to Functional Optical Devices","year":2018,"lang":"en","type":"article","venue":"MRS Advances","topic":"Glass properties 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":"Lockheed Martin (Canada)","funders":"","keywords":"Materials science; Differential scanning calorimetry; Crystallization; Nucleation; Diffraction; Phase (matter); Analytical Chemistry (journal); Quenching (fluorescence); Crystal (programming language); X-ray crystallography; Chemical engineering; Optics; Thermodynamics; Fluorescence","score_opus":0.029779002105318732,"score_gpt":0.31319241696600053,"score_spread":0.2834134148606818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782194997","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":[0.99649805,0.0003053363,0.001238096,0.0008489994,0.00030820648,0.0002873856,0.0000071586096,0.000023359,0.00048338267],"genre_scores_gemma":[0.99606824,0.00009125098,0.0031267016,0.00014422217,0.00013767401,0.00024262913,0.000005077658,0.000008700628,0.00017550297],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989351,0.000033901462,0.00032421024,0.00028473596,0.00022984696,0.00019222169],"domain_scores_gemma":[0.9994685,0.000071964794,0.00009954525,0.00012662206,0.00019016645,0.00004320253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018755537,0.00010845803,0.00018762365,0.00010553047,0.00008973957,0.000030889787,0.00012454239,0.000040004386,0.000094240815],"category_scores_gemma":[0.00013610789,0.00008876446,0.000023186287,0.00031830216,0.00014655816,0.00060394866,0.00007216268,0.000052245232,0.000088539884],"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":[0.00011459789,0.00018041012,0.007907996,0.00004136903,0.000003616185,0.000002165018,0.00064090936,0.0008380235,0.98554254,0.0035892979,0.00007260524,0.0010664794],"study_design_scores_gemma":[0.0011555825,0.0009515465,0.45214868,0.0002644361,0.000054915097,0.000009521555,0.00598183,0.00041458613,0.50020576,0.004381974,0.0338511,0.0005800608],"about_ca_topic_score_codex":0.00019766905,"about_ca_topic_score_gemma":0.0024043142,"teacher_disagreement_score":0.48533675,"about_ca_system_score_codex":0.000091607515,"about_ca_system_score_gemma":0.000031134747,"threshold_uncertainty_score":0.36197096},"labels":[],"label_agreement":null},{"id":"W2783476082","doi":"10.1557/adv.2018.39","title":"Comparison of ohmic contact formation of titanium and zirconium on boron doped diamond","year":2018,"lang":"en","type":"article","venue":"MRS Advances","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Materials science; Ohmic contact; Annealing (glass); Diamond; Titanium; Contact resistance; Zirconium; Chemical vapor deposition; Boron; Metallurgy; Doping; Composite material; Nanotechnology; Optoelectronics","score_opus":0.022681698425309524,"score_gpt":0.33685807916199556,"score_spread":0.314176380736686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783476082","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":[0.9945256,0.000495458,0.00021177519,0.000039455073,0.00031385524,0.00016937248,0.000048538637,0.0000179513,0.004177995],"genre_scores_gemma":[0.99937093,0.000094118746,0.0003785646,0.000020870855,0.000070238864,0.000011117141,0.000006437179,0.000007686164,0.00004001254],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990305,0.00006570979,0.0003032725,0.00015833526,0.00025605215,0.00018618016],"domain_scores_gemma":[0.9993992,0.00009193461,0.0001909061,0.00016366136,0.00010595914,0.000048358863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028864443,0.000094592295,0.00027353136,0.00006331861,0.000056762463,0.000032180335,0.00013777771,0.000039358893,0.00017938469],"category_scores_gemma":[0.00004913621,0.00007507962,0.00002368662,0.000073696916,0.00019958038,0.0003372444,0.000041155203,0.000036212434,0.000030046518],"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":[0.00020258268,0.000061251776,0.0007805411,0.00013927692,0.0000018864137,3.7799126e-7,0.00021786567,0.000009552142,0.99553525,0.00065780117,0.00013150003,0.002262095],"study_design_scores_gemma":[0.00035627972,0.00079046714,0.0014624206,0.00007538194,0.0000062574104,4.7987425e-7,0.00029170894,0.00016771519,0.99484855,0.00029866793,0.0016206668,0.00008138705],"about_ca_topic_score_codex":0.00006176814,"about_ca_topic_score_gemma":0.00006575221,"teacher_disagreement_score":0.004845355,"about_ca_system_score_codex":0.000018044528,"about_ca_system_score_gemma":0.000025373185,"threshold_uncertainty_score":0.30616578},"labels":[],"label_agreement":null},{"id":"W2783540091","doi":"10.1557/adv.2018.62","title":"Estimating the Relative Energy Content of Reactive Materials Using Nanosecond-Pulsed Laser Ablation","year":2018,"lang":"en","type":"article","venue":"MRS Advances","topic":"Energetic Materials and Combustion","field":"Engineering","cited_by":23,"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":"Alberta Innovates - Health Solutions; Johns Hopkins University","keywords":"Materials science; Detonation; Thermite; Energetic material; Shock wave; Reactive material; Laser ablation; Laser; Nanosecond; Combustion; Inert; Shock (circulatory); Exothermic reaction; Plasma; Ablation; Composite material; Aluminium; Analytical Chemistry (journal); Explosive material; Optics; Thermodynamics; Physical chemistry","score_opus":0.018962136745438923,"score_gpt":0.23631884561550892,"score_spread":0.21735670887007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783540091","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":[0.95524,0.00020588587,0.041974142,0.000013017819,0.0011298091,0.00006328996,0.000011689333,0.00004702212,0.00131513],"genre_scores_gemma":[0.99216485,0.00002412288,0.0075005447,0.000016169366,0.00020313195,0.000010710651,0.000007748063,0.0000145258855,0.000058209967],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99943113,0.000041494917,0.00023570584,0.0000936871,0.00008618219,0.000111802976],"domain_scores_gemma":[0.99963284,0.000052971325,0.00011178306,0.00011174525,0.00007564737,0.000015005536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012417448,0.00009348915,0.00014404849,0.000026263508,0.00007756127,0.000019113373,0.00006414118,0.000037338094,0.00012502537],"category_scores_gemma":[0.000036925314,0.00006696257,0.00002058609,0.00006759042,0.00006788953,0.00025943664,0.000015717862,0.000025252111,0.0000027777714],"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":[0.000023156634,0.0000066682746,0.000033049437,0.00003116393,0.00002485179,4.3512972e-7,0.00027180044,0.055305693,0.93840057,0.0019898736,0.000015268486,0.003897451],"study_design_scores_gemma":[0.00013654318,0.00003668618,0.00039779622,0.000080885584,0.000016542237,0.0000016972525,0.00008987242,0.031416357,0.9644608,0.0028128119,0.00046078154,0.00008924515],"about_ca_topic_score_codex":0.000082746556,"about_ca_topic_score_gemma":0.000020476078,"teacher_disagreement_score":0.036924824,"about_ca_system_score_codex":0.000028632452,"about_ca_system_score_gemma":0.000006196338,"threshold_uncertainty_score":0.27306545},"labels":[],"label_agreement":null},{"id":"W2783609330","doi":"10.1557/adv.2018.37","title":"Metal Matters—Towards the Omnipresence of Metal in Education","year":2018,"lang":"en","type":"article","venue":"MRS Advances","topic":"Nanotechnology research and applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Omnipresence; Materials science; Metal; Metallurgy; Epistemology; Philosophy","score_opus":0.011536677942678797,"score_gpt":0.29025016135360265,"score_spread":0.27871348341092383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783609330","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":[0.97876096,0.0067541134,0.0045641186,0.0035662944,0.00028197208,0.00030775406,0.000012628402,0.000121978796,0.0056301826],"genre_scores_gemma":[0.9982406,0.0002626352,0.0012187536,0.000036069145,0.000042838994,0.00007985081,0.0000016747179,0.000005594909,0.000112019676],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99962723,0.000009977925,0.00009359017,0.00007247067,0.00007812857,0.0001186152],"domain_scores_gemma":[0.99974734,0.000026101068,0.000014551662,0.00017021893,0.000026844185,0.000014976558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008023175,0.000046391033,0.00006797728,0.00006500833,0.000029670902,0.0000049364735,0.00020609792,0.000023525101,0.00003974264],"category_scores_gemma":[0.000024362917,0.000033005508,0.000017732857,0.00028586335,0.00018839947,0.00012460018,0.000024366016,0.00008417874,0.00003551117],"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":[0.000016422153,0.0001584702,0.0025679558,0.00010867966,0.00006117193,0.0000011286899,0.0005729675,0.0011063066,0.35314444,0.0144060785,0.004541521,0.62331486],"study_design_scores_gemma":[0.00017986799,0.0000651489,0.004626447,0.000032214786,0.000011818024,0.0000066419902,0.0008052383,0.0024666274,0.7349776,0.017486457,0.23918475,0.00015718081],"about_ca_topic_score_codex":0.000026931464,"about_ca_topic_score_gemma":0.00009231406,"teacher_disagreement_score":0.6231577,"about_ca_system_score_codex":0.000012357503,"about_ca_system_score_gemma":0.00002222045,"threshold_uncertainty_score":0.13459256},"labels":[],"label_agreement":null},{"id":"W2783750530","doi":"10.1557/adv.2017.644","title":"Effect of a Surface Constraining Layer on the Plastic Deformation of Au Microspheres","year":2018,"lang":"en","type":"article","venue":"MRS Advances","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Materials science; Composite material; Nucleation; Layer (electronics); Deformation (meteorology); Dislocation; Surface layer; Plasticity; Volume (thermodynamics); Deformation mechanism; Yield (engineering); Microstructure","score_opus":0.012323456015387846,"score_gpt":0.25875769840844337,"score_spread":0.24643424239305553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783750530","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":[0.9980216,0.00019650761,0.00026964128,0.000021376167,0.00033570934,0.000104212755,0.000010799875,0.000011125495,0.0010290252],"genre_scores_gemma":[0.9995503,0.000006523164,0.0003421528,0.00003447477,0.00003518098,0.0000018779846,5.440185e-7,0.0000038958374,0.000025084506],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994694,0.000053161148,0.00016638523,0.00008724514,0.00010632556,0.00011748783],"domain_scores_gemma":[0.99939597,0.0003105918,0.0001254092,0.00010983209,0.000043119595,0.000015091096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003332273,0.00007092014,0.00013776435,0.0000072101416,0.00007432088,0.00000996979,0.00012697821,0.000024724484,0.0002497634],"category_scores_gemma":[0.0001668021,0.00003451015,0.000026061725,0.000047584785,0.00029869517,0.00010411561,0.000026221682,0.000034921362,0.000033750086],"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":[0.00015331377,0.00000432972,0.00017144979,0.000066274166,0.0000025214208,8.0090544e-8,0.0005493068,0.00014735464,0.99640965,0.0005411014,0.000038717182,0.0019159063],"study_design_scores_gemma":[0.00014086232,0.0006867958,0.000084337385,0.0000880236,0.000007247523,0.0000014457756,0.00019080496,0.00006308129,0.997898,0.00024454467,0.0005530937,0.000041778654],"about_ca_topic_score_codex":0.000034106222,"about_ca_topic_score_gemma":0.00003515228,"teacher_disagreement_score":0.0018741277,"about_ca_system_score_codex":0.000009443795,"about_ca_system_score_gemma":0.0000199483,"threshold_uncertainty_score":0.2734734},"labels":[],"label_agreement":null},{"id":"W2784164013","doi":"10.1557/adv.2018.55","title":"Non-Wetting Nickel-Cerium Oxide Composite Coatings with Remarkable Wear Stability","year":2018,"lang":"en","type":"article","venue":"MRS Advances","topic":"Catalytic Processes in Materials Science","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":"University of Toronto","funders":"","keywords":"Materials science; Wetting; Composite number; Composite material; Ceramic; Oxide; Metallurgy","score_opus":0.00933533796010772,"score_gpt":0.2535356423311899,"score_spread":0.2442003043710822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784164013","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":[0.9898124,0.00015855506,0.0048972946,0.00019309262,0.00068696996,0.00027312845,0.000031845055,0.00019809729,0.0037486218],"genre_scores_gemma":[0.95069844,0.000014898739,0.048576128,0.0002633982,0.00021391375,0.000033105178,0.0000056058134,0.000026711643,0.00016778093],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99744815,0.000049886006,0.00044711912,0.00079463643,0.0005976494,0.0006625343],"domain_scores_gemma":[0.99838465,0.00015824176,0.00034965694,0.0006644965,0.00029884133,0.00014407976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001276187,0.00026043245,0.00036712817,0.000051058298,0.00048078064,0.00029197452,0.00079365214,0.000053204654,0.0006175264],"category_scores_gemma":[0.00027205437,0.00020415772,0.00003417902,0.000418897,0.0012924239,0.001357848,0.0003166904,0.00010137733,0.0005905321],"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":[0.000115400595,0.000038713177,0.0018345225,0.00012725066,0.0000017833968,0.0000055322353,0.00041042714,0.000046572935,0.99685043,0.000022714812,0.00011601073,0.00043064804],"study_design_scores_gemma":[0.00029044168,0.00024581174,0.00043459996,0.00013867086,0.000012438649,0.000030712683,0.0004170913,0.00027124633,0.9940941,0.00074740726,0.002988639,0.00032885832],"about_ca_topic_score_codex":0.00015445657,"about_ca_topic_score_gemma":0.00014181514,"teacher_disagreement_score":0.04367883,"about_ca_system_score_codex":0.00010678928,"about_ca_system_score_gemma":0.00013776071,"threshold_uncertainty_score":0.83253103},"labels":[],"label_agreement":null},{"id":"W2792366499","doi":"10.1557/adv.2018.172","title":"Inkjet-Printing of Methylammonium Lead Trihalide Perovskite as Active Layers for Optoelectronic Devices","year":2018,"lang":"en","type":"article","venue":"MRS Advances","topic":"Perovskite Materials and Applications","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":"École de Technologie Supérieure; Institut National d'Optique","funders":"","keywords":"Trihalide; Materials science; Fabrication; Perovskite (structure); Optoelectronics; Layer (electronics); Electronics; Photodetector; Semiconductor; Nanotechnology; Thin film; Flexible electronics; Active layer; Responsivity; Printed electronics; Inkwell; Thin-film transistor; Halide; Composite material; Electrical engineering","score_opus":0.010408222751415938,"score_gpt":0.2820901011770105,"score_spread":0.27168187842559455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792366499","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":[0.982846,0.0015585179,0.010364355,0.000093747796,0.00021473768,0.0002866928,0.00004269872,0.00015196414,0.0044412524],"genre_scores_gemma":[0.9934315,0.00023014423,0.005789885,0.000029389405,0.00023124697,0.00014709734,0.000012464727,0.000031177246,0.000097098],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99917865,0.000012828298,0.00023635087,0.00019035969,0.000089019784,0.00029277636],"domain_scores_gemma":[0.9995291,0.00010255591,0.00008081931,0.00017243758,0.000077299985,0.000037770857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012175926,0.00014235487,0.00022305512,0.00006087048,0.000096311895,0.000028113309,0.00018094013,0.000050538216,0.000042887583],"category_scores_gemma":[0.000033799835,0.00013611816,0.00006439271,0.00013588247,0.00007953733,0.00024468836,0.000025118406,0.00006154594,0.000024157343],"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":[0.00006033182,0.000028081235,0.00013784194,0.00022191336,0.000082426835,2.9653134e-7,0.0005045386,0.0017920705,0.91170734,0.0049131564,0.00011234604,0.080439664],"study_design_scores_gemma":[0.00024520417,0.000108598644,0.00039805452,0.00003421512,0.00002285342,0.000001371096,0.00027126324,0.0013974451,0.8856822,0.0015725592,0.110094815,0.00017142043],"about_ca_topic_score_codex":0.000034060766,"about_ca_topic_score_gemma":0.00011266776,"teacher_disagreement_score":0.10998247,"about_ca_system_score_codex":0.00004168778,"about_ca_system_score_gemma":0.00002193314,"threshold_uncertainty_score":0.55507374},"labels":[],"label_agreement":null},{"id":"W2792801060","doi":"10.1557/adv.2018.140","title":"Phase transformation induced modulation of the resonance frequency of VO2/TiO2 coated microcantilevers","year":2018,"lang":"en","type":"article","venue":"MRS Advances","topic":"Transition Metal Oxide Nanomaterials","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Canada Research Chairs; University of Alberta","keywords":"Materials science; Metal–insulator transition; Cantilever; Phase transition; Resonance (particle physics); Optoelectronics; Composite material; Nuclear magnetic resonance; Metal; Condensed matter physics; Atomic physics; Metallurgy","score_opus":0.01869401090629402,"score_gpt":0.28263337641502906,"score_spread":0.26393936550873504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792801060","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":[0.9966059,0.00014635346,0.0017304405,0.000088533016,0.0006538611,0.00028600486,0.00015604032,0.0000324288,0.0003004435],"genre_scores_gemma":[0.9979503,0.000021100079,0.0019104121,0.000037148497,0.000040374503,0.000009339617,0.000008253367,0.000008391158,0.00001463889],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99881,0.000114352006,0.0005153817,0.00016009141,0.00025871245,0.00014149143],"domain_scores_gemma":[0.999166,0.000030273277,0.0003545586,0.00022146478,0.00020418606,0.000023511815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003094997,0.00010315509,0.00021111456,0.00005624415,0.00008489911,0.000012634723,0.00021916554,0.000047388326,0.00019736317],"category_scores_gemma":[0.00004496783,0.00007599308,0.000054815126,0.00028479783,0.00024569107,0.00067679194,0.000010381808,0.000031435648,0.000017144304],"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":[0.000085360865,0.00006352608,0.0001094484,0.000046089943,0.0000025880165,1.5101487e-7,0.00053999823,0.000028031129,0.99562204,0.00051017577,0.000008038784,0.0029845634],"study_design_scores_gemma":[0.000926141,0.00015796504,0.0051590702,0.000074434116,0.000013397193,0.0000019437937,0.000072161994,0.00008753622,0.99202216,0.00090375025,0.0004987971,0.00008261831],"about_ca_topic_score_codex":0.00008236127,"about_ca_topic_score_gemma":0.00006658695,"teacher_disagreement_score":0.0050496217,"about_ca_system_score_codex":0.000023461007,"about_ca_system_score_gemma":0.000045247158,"threshold_uncertainty_score":0.30989078},"labels":[],"label_agreement":null},{"id":"W2797272396","doi":"10.1557/adv.2018.356","title":"Resonant photoemission spectroscopy of gamma irradiated VO2 films","year":2018,"lang":"en","type":"article","venue":"MRS Advances","topic":"Transition Metal Oxide Nanomaterials","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":"Institut National de la Recherche Scientifique","funders":"Lawrence Berkeley National Laboratory","keywords":"Materials science; Irradiation; Electromagnetic shielding; Wafer; Thin film; Radiation; Spectroscopy; Composite material; Optics; Optoelectronics; Nanotechnology; Nuclear physics; Physics","score_opus":0.0104594983654434,"score_gpt":0.2720029904716596,"score_spread":0.2615434921062162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797272396","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":[0.9958775,0.0007198653,0.00054020307,0.00007265695,0.0009551046,0.00017752637,0.00008783031,0.00011202442,0.0014572925],"genre_scores_gemma":[0.97435087,0.00011141523,0.025020152,0.00008899431,0.0001649353,0.000012838401,0.000008612813,0.000018626388,0.00022356349],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99858665,0.000094739255,0.00041586586,0.0003158143,0.0002928459,0.00029406784],"domain_scores_gemma":[0.9992534,0.000051050527,0.00021709695,0.00028616498,0.00010308514,0.000089212],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035484444,0.00015030647,0.0003084981,0.00007157278,0.000096182164,0.000033592434,0.00024737616,0.000060383663,0.00444837],"category_scores_gemma":[0.00008096693,0.00011799149,0.000054153665,0.00020436286,0.00027823227,0.00034907443,0.000033032375,0.000036202273,0.00039465245],"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":[0.00017449843,0.00003773171,0.00012222925,0.0000322023,0.000002318898,0.0000041854532,0.0001242255,0.0000055468427,0.9982542,0.0001107781,0.00044089145,0.0006912276],"study_design_scores_gemma":[0.00033995978,0.00024717036,0.002731783,0.00007499651,0.0000096820995,0.00000495177,0.00005005201,0.000030529303,0.976613,0.000689368,0.019067641,0.00014086676],"about_ca_topic_score_codex":0.000039946408,"about_ca_topic_score_gemma":0.000018015398,"teacher_disagreement_score":0.02447995,"about_ca_system_score_codex":0.000022023967,"about_ca_system_score_gemma":0.00004163912,"threshold_uncertainty_score":0.9964617},"labels":[],"label_agreement":null},{"id":"W2801437979","doi":"10.1557/adv.2018.434","title":"Visualization of Self-sorted Local Atomic Motifs in disordered solids","year":2018,"lang":"en","type":"article","venue":"MRS Advances","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capilano University; University of Guelph","funders":"","keywords":"Monatomic ion; Materials science; Amorphous metal; Voronoi diagram; Zirconium; Visualization; Amorphous solid; Chemical physics; Artificial intelligence; Crystallography; Computer science; Physics; Geometry; Mathematics; Metallurgy; Alloy","score_opus":0.0076536628629806525,"score_gpt":0.2585670250064784,"score_spread":0.25091336214349774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801437979","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":[0.99034965,0.00022674646,0.0078804735,0.000020577934,0.0004562305,0.00010610784,0.00001209834,0.00004948989,0.0008986476],"genre_scores_gemma":[0.99891305,0.00011485864,0.000794365,0.000026840484,0.00004895513,0.000008307334,0.00000705599,0.000010175228,0.000076369004],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999251,0.00005093947,0.00025016774,0.00016857687,0.00011847833,0.00016085182],"domain_scores_gemma":[0.9996868,0.000013640212,0.0000912428,0.00012554377,0.00006045509,0.000022364586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015925505,0.00008456204,0.0001580319,0.00005370657,0.000045669633,0.000025981783,0.00013666373,0.00003814924,0.00031276257],"category_scores_gemma":[0.000019791212,0.00006827057,0.000016086164,0.00013093757,0.00015590173,0.00021204787,0.00004617883,0.000018021643,0.000041816947],"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":[0.00030026,0.00022776255,0.012273155,0.00030194732,0.000008350774,0.0000026737305,0.002672881,0.0013242979,0.963544,0.011069943,0.000049355476,0.008225368],"study_design_scores_gemma":[0.0011200231,0.00057327934,0.008720101,0.00016678029,0.000015695981,0.00000320775,0.00049057323,0.10269468,0.85765934,0.012158467,0.015926797,0.0004710301],"about_ca_topic_score_codex":0.0001715582,"about_ca_topic_score_gemma":0.00046334649,"teacher_disagreement_score":0.10588465,"about_ca_system_score_codex":0.000021208745,"about_ca_system_score_gemma":0.000024079893,"threshold_uncertainty_score":0.34245306},"labels":[],"label_agreement":null},{"id":"W2803634437","doi":"10.1557/adv.2018.440","title":"Accelerated Nano Super Bainite in Ductile Iron","year":2018,"lang":"en","type":"article","venue":"MRS Advances","topic":"Microstructure and Mechanical Properties of Steels","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":"University of Windsor","funders":"","keywords":"Bainite; Materials science; Austenite; Martensite; Lath; Metallurgy; Austempering; Isothermal process; Isothermal transformation diagram; Microstructure; Ultimate tensile strength; Toughness; Ferrite (magnet); Quenching (fluorescence); Elongation; Composite material","score_opus":0.011606525238796657,"score_gpt":0.22461012896791527,"score_spread":0.2130036037291186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803634437","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":[0.97937846,0.0033116667,0.00021202574,0.00007509848,0.0009472017,0.00012609686,0.0000063489156,0.00018953258,0.015753584],"genre_scores_gemma":[0.9982369,0.00030049455,0.00051404594,0.00012746506,0.00019987748,0.000007896146,0.0000040037003,0.000020827601,0.0005885018],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994124,0.000008345291,0.00014508104,0.00013939815,0.000065222084,0.00022954827],"domain_scores_gemma":[0.99978215,0.000010953639,0.000009671467,0.00013284084,0.000023974311,0.000040408668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000043322096,0.00010874894,0.00012311473,0.000044852975,0.000036726462,0.000020617272,0.000121409474,0.000054350345,0.00052995014],"category_scores_gemma":[0.000013589942,0.000088704095,0.000019911166,0.00013494614,0.000045351295,0.00028888587,0.00002331972,0.00009349523,0.00013795868],"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":[0.000038930655,0.000016114278,0.00024507605,0.00007899456,0.000009194862,0.00000778542,0.0005900322,0.0015066897,0.94362974,0.00023575484,0.002986126,0.050655566],"study_design_scores_gemma":[0.0003443155,0.00008888141,0.00030237227,0.000040289116,0.0000035421758,0.000004577282,0.00014258013,0.0008274733,0.5059154,0.000716558,0.49137253,0.00024145911],"about_ca_topic_score_codex":0.000010944144,"about_ca_topic_score_gemma":0.000073568284,"teacher_disagreement_score":0.4883864,"about_ca_system_score_codex":0.000025433235,"about_ca_system_score_gemma":0.0000050172116,"threshold_uncertainty_score":0.5802582},"labels":[],"label_agreement":null},{"id":"W2805885549","doi":"10.1557/adv.2018.484","title":"A steady-state and transient analysis of the electron transport that occurs within bulk wurtzite zinc-magnesium-oxide alloys subjected to high-fields","year":2018,"lang":"en","type":"article","venue":"MRS Advances","topic":"ZnO doping 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":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Army Research Laboratory; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Magnesium; Wurtzite crystal structure; Electron transport chain; Zinc; Transient (computer programming); Steady state (chemistry); Alloy; Monte Carlo method; Electron; Oxide; Metallurgy; Physical chemistry; Physics; Chemistry","score_opus":0.011609109086746207,"score_gpt":0.23838100484516556,"score_spread":0.22677189575841936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805885549","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":[0.99708426,0.0006796076,0.0008553638,0.00048689678,0.0003212469,0.00021717575,0.000054931614,0.0000478689,0.00025262954],"genre_scores_gemma":[0.99807644,0.00008376704,0.0008084419,0.0002950605,0.000030146428,0.000020159318,0.000003907862,0.000012783358,0.0006692935],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985521,0.00009887803,0.00031286315,0.0003781602,0.00033017746,0.00032782814],"domain_scores_gemma":[0.99928796,0.00006126057,0.0001387612,0.00033600934,0.000095262265,0.00008073152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035835148,0.00018354613,0.00036317765,0.0001303393,0.00017380227,0.000038723898,0.0003055253,0.000049960458,0.00009257932],"category_scores_gemma":[0.000028865723,0.00011577822,0.0000864526,0.0006197022,0.00027292248,0.00021302298,0.00002523604,0.0000837886,0.000009796843],"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":[0.00085179805,0.00008940471,0.021237712,0.00018071261,0.00017926772,0.000007632184,0.016893324,0.024168238,0.9351824,0.00021920893,0.00008534571,0.0009049571],"study_design_scores_gemma":[0.00031503531,0.00048359015,0.076698676,0.00007288541,0.00040310135,0.0000026468883,0.0003626576,0.0004146375,0.91825014,0.00023514523,0.0024711415,0.00029036865],"about_ca_topic_score_codex":0.00089019083,"about_ca_topic_score_gemma":0.009343449,"teacher_disagreement_score":0.05546096,"about_ca_system_score_codex":0.000020441385,"about_ca_system_score_gemma":0.000056713023,"threshold_uncertainty_score":0.5213864},"labels":[],"label_agreement":null},{"id":"W2807021276","doi":"10.1557/adv.2018.473","title":"Comparative Study of Surface Energies of Native Oxides of Si(100) and Si(111) via Three Liquid Contact Angle Analysis","year":2018,"lang":"en","type":"article","venue":"MRS Advances","topic":"Semiconductor materials and devices","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Contact angle; Materials science; Drop (telecommunication); Wafer; Sessile drop technique; Doping; Analytical Chemistry (journal); Wetting; Silicon; Crystallography; Nanotechnology; Composite material; Organic chemistry; Optoelectronics","score_opus":0.020588536170897637,"score_gpt":0.27960322798098836,"score_spread":0.25901469181009074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807021276","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":[0.994721,0.0044918926,0.00013832345,0.0000015227976,0.00011476151,0.00013580707,0.000045133405,0.00002898642,0.000322571],"genre_scores_gemma":[0.99943537,0.00012783882,0.00038885305,0.0000023280702,0.000023742834,0.0000042124134,0.0000034162335,0.000009228327,0.000005039087],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99918574,0.000037724425,0.00035954328,0.00015404618,0.00015052457,0.00011244081],"domain_scores_gemma":[0.9992726,0.00016414767,0.00019377469,0.00016242893,0.00018070285,0.000026340611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010934944,0.0001437661,0.0006664321,0.000104889165,0.000026648284,0.000008453436,0.0001150582,0.000030780142,0.000048323458],"category_scores_gemma":[0.0000108164495,0.00011768039,0.000047848156,0.0003318092,0.000146412,0.0002467616,0.00003746281,0.000030381045,5.9327823e-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":[0.00016332953,0.000113474794,0.016955117,0.00011682352,0.0010150622,6.645389e-7,0.006932089,0.019304862,0.9552537,0.000062018466,0.0000069927737,0.0000758419],"study_design_scores_gemma":[0.0003525751,0.0013053356,0.016153747,0.00003560237,0.00024191897,2.7914916e-7,0.007562993,0.002259964,0.9717826,0.000115330295,0.000050099625,0.00013954235],"about_ca_topic_score_codex":0.00045304463,"about_ca_topic_score_gemma":0.0019131274,"teacher_disagreement_score":0.017044898,"about_ca_system_score_codex":0.000010114982,"about_ca_system_score_gemma":0.0000062394947,"threshold_uncertainty_score":0.47988674},"labels":[],"label_agreement":null},{"id":"W2808243021","doi":"10.1557/adv.2018.487","title":"Novel Near Field Detector for Three-Dimensional X-Ray Diffraction Microscopy","year":2018,"lang":"en","type":"article","venue":"MRS Advances","topic":"Advanced X-ray Imaging Techniques","field":"Physics and Astronomy","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 Guelph","funders":"","keywords":"Detector; Optics; Diffraction; Microscopy; Synchrotron; Image resolution; Microscope; Materials science; Scintillator; Field of view; X-ray detector; Resolution (logic); Pixel; Field (mathematics); Optoelectronics; Physics; Computer science; Artificial intelligence","score_opus":0.011437347476524293,"score_gpt":0.30621309005638186,"score_spread":0.29477574257985756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808243021","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09128787,0.00013929077,0.9067056,0.00027213275,0.0005245499,0.00035221683,0.000053943462,0.00015846662,0.00050587987],"genre_scores_gemma":[0.6196957,0.0000012856548,0.37901732,0.00020491797,0.00072097185,0.00011300844,0.000017497267,0.00002900467,0.00020028239],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99912816,0.0000064741016,0.0001757921,0.0003034171,0.000109489905,0.00027663787],"domain_scores_gemma":[0.9993085,0.00016404894,0.00012329183,0.00023353909,0.000119738834,0.00005082501],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000064920656,0.00016662788,0.00016258119,0.00003225127,0.00028597907,0.00004750652,0.00015532905,0.000033614742,0.0001696402],"category_scores_gemma":[0.000023959587,0.0001524872,0.000083060106,0.00008436936,0.00012496593,0.00039309796,0.0000459241,0.00011391231,0.000029607185],"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":[0.00035773253,0.0003471353,0.021881662,0.000040192295,0.000081896964,6.8111655e-7,0.00012502445,0.0004487346,0.61564744,0.0031067592,0.005201221,0.3527615],"study_design_scores_gemma":[0.0010599334,0.0005687255,0.002687926,0.000091556154,0.000037019025,0.0000015545202,0.000046920446,0.0076958067,0.535912,0.042614885,0.40870923,0.00057447975],"about_ca_topic_score_codex":0.000076766366,"about_ca_topic_score_gemma":0.00003469384,"teacher_disagreement_score":0.5284078,"about_ca_system_score_codex":0.000021911663,"about_ca_system_score_gemma":0.000030085957,"threshold_uncertainty_score":0.62182474},"labels":[],"label_agreement":null},{"id":"W2811258501","doi":"10.1557/adv.2018.511","title":"Micro Grain Analysis in Plastically Deformed Silicon by 2nd-Order X-Ray Diffraction","year":2018,"lang":"en","type":"article","venue":"MRS Advances","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Materials science; Diffraction; Silicon; X-ray; Crystallography; Order (exchange); Metallurgy; Optics","score_opus":0.006670543650412576,"score_gpt":0.24749795522633508,"score_spread":0.2408274115759225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811258501","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":[0.9917517,0.0006214627,0.006298415,0.00017731209,0.00047273768,0.00011479719,0.000025369518,0.000047772948,0.0004904789],"genre_scores_gemma":[0.9960597,0.00007505007,0.0027900378,0.0003757124,0.000097863,0.00001309181,0.000014721983,0.000009914162,0.0005638919],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99884427,0.000057303903,0.00027774746,0.00034333815,0.00016227097,0.00031507536],"domain_scores_gemma":[0.99952954,0.00006724857,0.00008608088,0.00017782641,0.00007217329,0.000067115136],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019009074,0.00014051812,0.00025186126,0.00009901605,0.000108161206,0.000057862475,0.0001790671,0.000073989235,0.0011750845],"category_scores_gemma":[0.00019196421,0.00009818646,0.000051721072,0.00042545988,0.00016685668,0.00034554038,0.00004553855,0.000088726294,0.00012917198],"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":[0.000095891795,0.00003307952,0.00051073293,0.000010525482,0.0000117089885,0.0000011644365,0.00014268556,0.00005091107,0.9957466,0.000055364242,0.00036894353,0.0029723828],"study_design_scores_gemma":[0.00043317035,0.0002075352,0.0033366266,0.000019438596,0.00007622998,0.0000020403518,0.0002247386,0.0004664937,0.9331036,0.0014624022,0.060398366,0.00026934198],"about_ca_topic_score_codex":0.00015801977,"about_ca_topic_score_gemma":0.001427788,"teacher_disagreement_score":0.06264299,"about_ca_system_score_codex":0.0000437196,"about_ca_system_score_gemma":0.000020991107,"threshold_uncertainty_score":0.999738},"labels":[],"label_agreement":null},{"id":"W2829109970","doi":"10.1557/adv.2018.529","title":"Measuring Surface Energies of GaAs (100) and Si (100) by Three Liquid Contact Angle Analysis (3LCAA) for Heterogeneous Nano-BondingTM","year":2018,"lang":"en","type":"article","venue":"MRS Advances","topic":"Semiconductor materials and devices","field":"Engineering","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":"Simon Fraser University","funders":"","keywords":"Materials science; Contact angle; van der Waals force; Monolayer; Aqueous solution; Surface energy; Analytical Chemistry (journal); Etching (microfabrication); Physical chemistry; Nanotechnology; Layer (electronics); Organic chemistry; Molecule; Chemistry; Composite material","score_opus":0.020948387359923364,"score_gpt":0.24279241606433233,"score_spread":0.22184402870440897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2829109970","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":[0.97821873,0.019984623,0.0008178595,0.0000088660545,0.0004142644,0.00013423232,0.00012098407,0.0001295069,0.00017090423],"genre_scores_gemma":[0.9979956,0.0005939807,0.0011737159,0.000019594116,0.00011393589,0.000015428745,0.000018717326,0.000035206347,0.000033776258],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99898696,0.000014941771,0.00030646205,0.00026120973,0.00014703696,0.00028336578],"domain_scores_gemma":[0.99942386,0.000104339015,0.0001014282,0.0002132658,0.00009185669,0.00006522901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014087389,0.00021012635,0.0004625963,0.00009544098,0.000087020686,0.000054830696,0.00015174646,0.00006919928,0.000048154172],"category_scores_gemma":[0.000022275466,0.00019058421,0.00009847451,0.00021587443,0.00007709151,0.00028570864,0.00003589718,0.000031638196,0.000002418945],"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":[0.00006892257,0.000012608449,0.0022057092,0.00015248032,0.0003656395,8.7701716e-7,0.00018844314,0.008743132,0.9878032,0.000036570724,0.00009277719,0.00032962635],"study_design_scores_gemma":[0.00026807789,0.00026690486,0.00019137182,0.000039553102,0.0002008908,0.0000026393734,0.0001089544,0.0027471548,0.98855066,0.000107174244,0.007262951,0.00025366977],"about_ca_topic_score_codex":0.00010126974,"about_ca_topic_score_gemma":0.00037954637,"teacher_disagreement_score":0.019776886,"about_ca_system_score_codex":0.000025645648,"about_ca_system_score_gemma":0.0000069139796,"threshold_uncertainty_score":0.77717984},"labels":[],"label_agreement":null},{"id":"W2897291455","doi":"10.1557/adv.2018.335","title":"Electrochemical Wettability Control on Cu/CuxO Core-Shell Dendrites: In-Situ Droplet Modulation and On-Demand Oil-Water Separation","year":2018,"lang":"en","type":"article","venue":"MRS Advances","topic":"Surface Modification and Superhydrophobicity","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 British Columbia","funders":"","keywords":"Superhydrophilicity; Wetting; Materials science; Contact angle; Chemical engineering; Oxide; Lotus effect; Electrochemistry; Nanotechnology; Wetting transition; Composite material; Electrode; Metallurgy; Organic chemistry","score_opus":0.01568319890556558,"score_gpt":0.28290818024384334,"score_spread":0.26722498133827777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897291455","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":[0.99576974,0.00010312968,0.0018845237,0.00037999786,0.00021559262,0.00016607498,0.00000773378,0.0000566738,0.0014165604],"genre_scores_gemma":[0.9988209,0.000040244387,0.00042035192,0.00042897256,0.00010158144,0.000028824648,0.000017155655,0.000009966198,0.00013202256],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99860716,0.000108732536,0.00028368182,0.00047631294,0.00024041302,0.00028367306],"domain_scores_gemma":[0.9993983,0.0001409446,0.00005742888,0.00025422918,0.00007856896,0.00007055721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003843444,0.00016218335,0.00021861546,0.000063261934,0.00014289303,0.000060723138,0.00010871951,0.000081357306,0.00017006023],"category_scores_gemma":[0.000095211464,0.0001224246,0.000028335355,0.000092922644,0.0002057092,0.00029099235,0.00001789554,0.000100329584,0.0002210279],"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":[0.00028618835,0.00009431072,0.0050859135,0.000012048726,0.0000016661564,7.8557855e-7,0.00033036206,0.0002865854,0.9931428,0.00018043963,0.000034554017,0.0005443468],"study_design_scores_gemma":[0.0009154982,0.00026439142,0.008916912,0.000021545457,0.0000056287704,0.0000023790813,0.00004823031,0.008904249,0.97746193,0.0015242074,0.0017330927,0.00020190926],"about_ca_topic_score_codex":0.000016857519,"about_ca_topic_score_gemma":0.00013992724,"teacher_disagreement_score":0.015680844,"about_ca_system_score_codex":0.000081058024,"about_ca_system_score_gemma":0.000015074897,"threshold_uncertainty_score":0.49923304},"labels":[],"label_agreement":null},{"id":"W2901849459","doi":"10.1557/adv.2018.618","title":"Fatigue Behaviour of Additive Manufactured Ti-TiB","year":2018,"lang":"en","type":"article","venue":"MRS Advances","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","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 Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Metallurgy; Forensic engineering","score_opus":0.011663532822145512,"score_gpt":0.24755585041361106,"score_spread":0.23589231759146553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901849459","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":[0.9677626,0.0013959528,0.008347841,0.000025516054,0.001349161,0.00019216156,0.00058318133,0.00035085483,0.019992763],"genre_scores_gemma":[0.997924,0.00023346469,0.0013155446,0.000020702219,0.00027924718,0.000016975835,0.00003660233,0.000025017143,0.00014844749],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993775,0.000011125611,0.00017479638,0.00014042937,0.00011115253,0.00018503248],"domain_scores_gemma":[0.99967563,0.000043240703,0.000054782642,0.0001259952,0.000059658996,0.000040716674],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000041356947,0.000147994,0.00019110121,0.00004720798,0.00005047803,0.000016712966,0.00013014338,0.000047808586,0.0011201925],"category_scores_gemma":[0.000018914805,0.00012745864,0.000033454093,0.000058645368,0.00012145576,0.00019886084,0.000023307113,0.00005610849,0.00004505274],"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":[0.00047594533,0.00038856015,0.006729783,0.0029141987,0.00064035336,0.00009582609,0.008272359,0.015750391,0.13514495,0.0023456244,0.051775888,0.77546614],"study_design_scores_gemma":[0.00013337622,0.000083934625,0.007112461,0.000049702518,0.000012335703,0.0000019507613,0.000096891315,0.0000390151,0.9237081,0.0010025947,0.067588456,0.00017117022],"about_ca_topic_score_codex":0.000010045934,"about_ca_topic_score_gemma":0.000027794213,"teacher_disagreement_score":0.78856313,"about_ca_system_score_codex":0.000013834231,"about_ca_system_score_gemma":0.0000066293856,"threshold_uncertainty_score":0.99979293},"labels":[],"label_agreement":null},{"id":"W2913286068","doi":"10.1557/adv.2019.42","title":"Self-organized Formation of Multilayer Structure in a High Nitrogen Stainless Steel during Solution Treatment","year":2019,"lang":"en","type":"article","venue":"MRS Advances","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","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 Windsor","funders":"","keywords":"Materials science; Microstructure; Austenite; Metallurgy; Corrosion; Austenitic stainless steel; Nitrogen; Layer (electronics); Ferrite (magnet); Toughness; Surface layer; Oxide; Structure formation; Composite material","score_opus":0.007208520941610301,"score_gpt":0.24334448791653318,"score_spread":0.23613596697492287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913286068","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":[0.99863327,0.00038973326,0.000079361635,0.00001665032,0.00027789417,0.00047851182,0.000044078875,0.000047685164,0.000032845735],"genre_scores_gemma":[0.9947253,0.000116502546,0.004997415,0.000006680305,0.000022148517,0.000027392225,0.000018736238,0.000011848512,0.00007397882],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988729,0.00007397236,0.00035055005,0.00021999907,0.00025237346,0.00023020306],"domain_scores_gemma":[0.9994355,0.000020242584,0.0001958473,0.00026464622,0.000051992844,0.000031778396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012879692,0.00014026204,0.000258722,0.00009452525,0.000059121543,0.000022187558,0.0001858121,0.00005192022,0.0004637468],"category_scores_gemma":[0.0000101732485,0.00011300762,0.00004232287,0.00015666927,0.000020692643,0.0005492012,0.00006234887,0.000039565155,0.000044622517],"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":[0.000060892777,0.00008758464,0.022815779,0.000074630705,0.0000020314546,0.0000018037163,0.00061113294,0.00040095122,0.9752161,0.000045635246,0.0000012604636,0.0006821854],"study_design_scores_gemma":[0.0015244383,0.0000931603,0.0022958608,0.000030479416,0.000019575535,0.0000024915512,0.00040123743,0.0002972855,0.99457294,0.0003757026,0.00025735373,0.00012949132],"about_ca_topic_score_codex":0.000037017442,"about_ca_topic_score_gemma":0.00009581268,"teacher_disagreement_score":0.020519918,"about_ca_system_score_codex":0.00015193336,"about_ca_system_score_gemma":0.000022545033,"threshold_uncertainty_score":0.50777024},"labels":[],"label_agreement":null},{"id":"W2921212838","doi":"10.1557/adv.2019.156","title":"3D-Printed Nanoporous Scaffolds Impregnated with Zoledronate for the Treatment of Spinal Bone Metastases","year":2019,"lang":"en","type":"article","venue":"MRS Advances","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":20,"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 Health Centre","funders":"","keywords":"3d printed; Nanoporous; Materials science; Prostate cancer; Bisphosphonate; Bone metastasis; Limiting; Cancer research; Biomedical engineering; Medicine; Cancer; Nanotechnology; Pathology; Internal medicine; Osteoporosis","score_opus":0.01176116102499967,"score_gpt":0.27641638284928427,"score_spread":0.2646552218242846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921212838","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":[0.98397726,0.01362825,0.0003776945,0.00025228178,0.00024370225,0.0010042128,0.00009081347,0.000039385777,0.00038637387],"genre_scores_gemma":[0.99431837,0.0018761994,0.0018589414,0.00006881459,0.00006162366,0.000059815415,0.000029977922,0.00001980744,0.0017064794],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99915653,0.000013143587,0.0002077974,0.00020627028,0.0001873236,0.00022894156],"domain_scores_gemma":[0.99936163,0.00008724514,0.00017178575,0.0002430995,0.00007992129,0.00005629547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006748742,0.00016227049,0.00034824605,0.0000467088,0.00007062713,0.0000075273847,0.000048050246,0.00002649704,0.0001460523],"category_scores_gemma":[0.000010131889,0.00007655267,0.00008874028,0.00009816924,0.000116629235,0.00008125626,0.000010128295,0.000025879017,0.00001159076],"study_design_candidate":"design_other","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":[0.0057701855,0.00100158,0.034269925,0.00032009132,0.0006675605,0.00008762046,0.00029892114,0.00028851084,0.008003467,0.0003150998,0.0001228104,0.9488542],"study_design_scores_gemma":[0.018914016,0.032010723,0.035349175,0.0007132417,0.0010646508,0.0006127312,0.0013278036,0.0012828844,0.06089375,0.000052119965,0.84731865,0.0004602315],"about_ca_topic_score_codex":0.000039482995,"about_ca_topic_score_gemma":0.00006516797,"teacher_disagreement_score":0.948394,"about_ca_system_score_codex":0.000025044757,"about_ca_system_score_gemma":0.000052939657,"threshold_uncertainty_score":0.31217274},"labels":[],"label_agreement":null},{"id":"W2921330911","doi":"10.1557/adv.2019.159","title":"Material Characterization of Plasma-Treated Aluminum Particles via Different Gases","year":2019,"lang":"en","type":"article","venue":"MRS Advances","topic":"Plasma Applications and Diagnostics","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Army Research Office; Army Research Laboratory; Alberta Innovates - Health Solutions; Texas Tech University","keywords":"Materials science; Plasma; Amorphous solid; Nanoparticle; Amorphous carbon; Inert gas; Surface modification; Aluminium; Argon; Chemical engineering; Dielectric barrier discharge; Transmission electron microscopy; Carbon fibers; Analytical Chemistry (journal); Nanotechnology; Composite material; Dielectric; Crystallography; Atomic physics","score_opus":0.0077738353514253435,"score_gpt":0.2384779235017754,"score_spread":0.23070408815035007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921330911","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":[0.99885845,0.00003030043,0.00016646384,0.00012401142,0.00014599065,0.00028969633,0.000060231196,0.000038300324,0.00028654534],"genre_scores_gemma":[0.9989047,0.00016627931,0.00031626798,0.00004118937,0.0000555076,0.000033627966,0.00026360247,0.000010301387,0.00020852183],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99943304,0.000010248798,0.00019201716,0.0001350548,0.00011201793,0.00011760899],"domain_scores_gemma":[0.9995814,0.000057673413,0.00009775833,0.0001643332,0.000048201855,0.000050657454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000021482381,0.00008719872,0.00019706682,0.00003814509,0.000020866273,0.000008038072,0.000041162355,0.000033723252,0.00024558845],"category_scores_gemma":[0.000024012432,0.000066697845,0.000028866994,0.000080462654,0.00003784364,0.00008450214,0.00001635933,0.00002769292,0.000071324015],"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":[0.00013835645,0.0001770806,0.10360762,0.000058210786,0.000012537692,0.0000019946754,0.000026171414,0.000007896645,0.8892473,0.00016958946,0.000020288711,0.00653295],"study_design_scores_gemma":[0.000557769,0.00017828408,0.12310924,0.000059640846,0.00003978099,0.0000063579505,0.000023964514,0.0008223668,0.8706935,0.00009190018,0.0043471847,0.00006998577],"about_ca_topic_score_codex":0.0000067513547,"about_ca_topic_score_gemma":0.000005189003,"teacher_disagreement_score":0.019501613,"about_ca_system_score_codex":0.0000136291865,"about_ca_system_score_gemma":0.000010410156,"threshold_uncertainty_score":0.2719859},"labels":[],"label_agreement":null},{"id":"W2936597482","doi":"10.1557/adv.2017.638","title":"In Situ Accurate Analysis of Colloidal Nanoparticles via Four Wave Mixing","year":2018,"lang":"en","type":"article","venue":"MRS Advances","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Victoria","funders":"","keywords":"Materials science; Nanoparticle; Mixing (physics); In situ; Colloid; Particle (ecology); Four-wave mixing; Chemical physics; Molecular physics; Nanotechnology; Optics; Chemical engineering; Nonlinear optics; Physics","score_opus":0.02449593356958695,"score_gpt":0.2775183522986755,"score_spread":0.25302241872908854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936597482","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":[0.998555,0.00019319047,0.00029763722,0.00019817727,0.00007948009,0.00007851112,0.00001171498,0.000018779803,0.0005675304],"genre_scores_gemma":[0.99806345,0.000026320286,0.0017029275,0.000072289644,0.000043921395,0.000020919235,0.0000010064185,0.000004881613,0.00006427881],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990733,0.000041911215,0.00030307123,0.00022018919,0.0001426055,0.00021887032],"domain_scores_gemma":[0.9994761,0.00009715759,0.00012298238,0.00019498711,0.000061651575,0.00004714807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023973333,0.00008346222,0.00023908303,0.000110990724,0.00009036682,0.000029981102,0.0001397557,0.00002402979,0.0002809396],"category_scores_gemma":[0.00003486183,0.00006834428,0.00006387942,0.0007503326,0.00014615062,0.0002835719,0.0000386869,0.000023624732,0.000051078838],"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":[0.000017729013,0.000057310313,0.0023484968,0.000004601488,0.000014593604,0.0000016561183,0.00027760537,0.00020442726,0.99441135,0.0005028004,0.000022230211,0.0021371837],"study_design_scores_gemma":[0.00012224518,0.00003506827,0.008098402,0.000009638269,0.00007220522,6.2542466e-7,0.00015197627,0.0012098342,0.98783,0.0008640909,0.0015161264,0.000089826455],"about_ca_topic_score_codex":0.0000585807,"about_ca_topic_score_gemma":0.0008441372,"teacher_disagreement_score":0.0065814042,"about_ca_system_score_codex":0.000015599868,"about_ca_system_score_gemma":0.000014378101,"threshold_uncertainty_score":0.30760914},"labels":[],"label_agreement":null},{"id":"W2938973520","doi":"10.1557/adv.2018.1","title":"Computational Electrodynamics - A Powerful Tool for Nanophotonics and Microscopy","year":2018,"lang":"en","type":"article","venue":"MRS Advances","topic":"Near-Field Optical Microscopy","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":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Nanophotonics; Microscopy; Nanotechnology; Engineering physics; Optics; Physics","score_opus":0.0027952400563546653,"score_gpt":0.2465247434330909,"score_spread":0.2437295033767362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2938973520","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":[0.86069137,0.0017137693,0.13553846,0.00009013128,0.00050234905,0.00026006447,0.000035582732,0.0001497371,0.001018536],"genre_scores_gemma":[0.6539475,0.00022006118,0.34525338,0.0002656182,0.00010075631,0.000022237627,0.00001558582,0.000038212827,0.00013670442],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994243,0.000003648533,0.00012935033,0.00015268227,0.000058903235,0.00023110711],"domain_scores_gemma":[0.999706,0.00010451277,0.000015468057,0.00008703424,0.000049870963,0.00003714471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000046373836,0.00010812012,0.000117737174,0.000027130614,0.00006511625,0.00004190843,0.000075439864,0.0000489205,0.000024801155],"category_scores_gemma":[0.000026213138,0.000109650224,0.000024813438,0.00007070285,0.00009306992,0.00012882444,0.000016050699,0.000069034846,0.000019571133],"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":[0.00030857322,0.000102339436,0.002251389,0.00060230563,0.00014479096,0.0000064485735,0.0006877874,0.027626395,0.915422,0.021976313,0.0055129565,0.025358692],"study_design_scores_gemma":[0.0013128959,0.00070425385,0.0006294035,0.00006259426,0.000030903557,0.000024276023,0.000050569583,0.48017237,0.24424021,0.028589005,0.24347413,0.0007093838],"about_ca_topic_score_codex":8.347728e-7,"about_ca_topic_score_gemma":0.00001088731,"teacher_disagreement_score":0.6711818,"about_ca_system_score_codex":0.000029729323,"about_ca_system_score_gemma":0.000013968127,"threshold_uncertainty_score":0.44714063},"labels":[],"label_agreement":null},{"id":"W2943472873","doi":"10.1557/adv.2019.262","title":"Improving the Time Stability of Superconducting Planar Resonators","year":2019,"lang":"en","type":"preprint","venue":"MRS Advances","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Resonator; Superconductivity; Noise (video); Materials science; Planar; Microwave; Flicker noise; Optoelectronics; Physics; Condensed matter physics; Amplifier; Noise figure; Quantum mechanics; Computer science","score_opus":0.013166285750689236,"score_gpt":0.22812921118774168,"score_spread":0.21496292543705245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943472873","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":[0.9725534,0.015198292,0.00044464853,0.00004681994,0.0009723638,0.00035158318,0.00009360651,0.00017240779,0.010166925],"genre_scores_gemma":[0.9979588,0.0003835817,0.001448298,0.000018576096,0.00008223462,0.000019513154,0.000014942193,0.000030741583,0.00004330432],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99895006,0.00003371458,0.00031914553,0.00026658384,0.00019311979,0.0002373947],"domain_scores_gemma":[0.99905545,0.0002916637,0.000075732394,0.0004990621,0.00003891701,0.000039155202],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032125422,0.00020534036,0.00034951017,0.000032533295,0.000040386105,0.000026211463,0.0004160542,0.00013958711,0.000104172526],"category_scores_gemma":[0.00010138345,0.00014403569,0.00010745626,0.00006879363,0.00009922978,0.00015597676,0.000171306,0.0005293688,0.000031253836],"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":[0.00021538958,0.00031173602,0.028467163,0.037786867,0.0014714771,0.00003823792,0.013586111,0.5012674,0.22271772,0.009726419,0.0010420795,0.18336943],"study_design_scores_gemma":[0.00083671033,0.00017205122,0.003558172,0.0015385142,0.0003274661,0.000010853055,0.0057973624,0.6007464,0.31092668,0.016042558,0.05744509,0.0025981457],"about_ca_topic_score_codex":0.00007131304,"about_ca_topic_score_gemma":0.000022694512,"teacher_disagreement_score":0.18077129,"about_ca_system_score_codex":0.000059046895,"about_ca_system_score_gemma":0.000040177583,"threshold_uncertainty_score":0.5873605},"labels":[],"label_agreement":null},{"id":"W2944787150","doi":"10.1557/adv.2019.225","title":"How changes in the crystal temperature and the doping concentration impact upon bulk wurtzite zinc oxide’s electron transport response","year":2019,"lang":"en","type":"article","venue":"MRS Advances","topic":"Semiconductor materials and devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Army Research Laboratory; Natural Sciences and Engineering Research Council of Canada","keywords":"Wurtzite crystal structure; Materials science; Doping; Crystal (programming language); Electron transport chain; Electron; Steady state (chemistry); Condensed matter physics; Zinc; Optoelectronics; Chemistry; Physics; Physical chemistry","score_opus":0.0046487069346620655,"score_gpt":0.2184633135650196,"score_spread":0.21381460663035753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944787150","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":[0.9882981,0.010156897,0.000004254192,0.0008469117,0.00023959075,0.00032952556,0.000014051703,0.000048582806,0.00006207174],"genre_scores_gemma":[0.9983888,0.0013111738,0.000021655025,0.00009861814,0.000101175036,0.000023590756,0.000012052504,0.000014347971,0.000028554872],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99932367,0.000092463546,0.00010879616,0.0001379887,0.00012158156,0.00021551794],"domain_scores_gemma":[0.9996443,0.00014728005,0.00003598116,0.00014025185,0.000012516429,0.000019710198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039539402,0.00014299134,0.00017559131,0.000028064707,0.00004942623,0.00013555924,0.00011182923,0.00005517683,0.000012523246],"category_scores_gemma":[0.000014546784,0.000075124015,0.0000307964,0.00010324617,0.000035008245,0.00034367127,0.000004720174,0.00012558814,0.000001227022],"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":[0.00043706878,0.000003766007,0.0019366418,0.00006209528,0.000012903738,0.0000030828608,0.0016844819,0.001755975,0.9938021,0.00015694524,0.000015125664,0.00012984185],"study_design_scores_gemma":[0.0063172258,0.00051318354,0.13461912,0.00054867816,0.00008692832,0.00012440514,0.007328725,0.0034606515,0.7809758,0.0010739433,0.0636994,0.0012518995],"about_ca_topic_score_codex":0.000026677168,"about_ca_topic_score_gemma":0.0002567786,"teacher_disagreement_score":0.21282624,"about_ca_system_score_codex":0.000029256573,"about_ca_system_score_gemma":0.000011434821,"threshold_uncertainty_score":0.30634683},"labels":[],"label_agreement":null},{"id":"W2964634545","doi":"10.1557/adv.2019.325","title":"Evidence of Variations in Atomic Distribution in Disordered Mixed Metal Hydroxides","year":2019,"lang":"en","type":"article","venue":"MRS Advances","topic":"Layered Double Hydroxides Synthesis 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":"University of Waterloo","funders":"","keywords":"Fabrication; Materials science; Nickel; Hydroxide; Metal; Transition metal; Chemical engineering; Inorganic chemistry; Metallurgy; Catalysis; Chemistry","score_opus":0.01784244581484921,"score_gpt":0.26841261505665465,"score_spread":0.2505701692418054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964634545","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":[0.9957533,0.0015172929,0.0018273147,0.00021017874,0.0001133199,0.00030635597,0.00004070086,0.000022506294,0.00020906253],"genre_scores_gemma":[0.99850565,0.00027024554,0.001046932,0.000007026873,0.000010154818,0.00009781134,0.00001341775,0.0000070171336,0.000041721458],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99886894,0.00007549959,0.00040396952,0.0002830938,0.00016782395,0.00020067366],"domain_scores_gemma":[0.99919814,0.00029901494,0.00016826445,0.0002775159,0.00002969394,0.000027389338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033748103,0.000101148464,0.00024233026,0.00006802073,0.0000326787,0.000021433083,0.00023727774,0.000041813357,0.00018701375],"category_scores_gemma":[0.00013547756,0.00008976217,0.00004416894,0.00038286502,0.000060249495,0.000614644,0.00005262878,0.000057557663,0.000104092964],"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":[0.000040348237,0.00016319627,0.052949086,0.00006359467,0.0000027903056,7.316715e-7,0.00014222377,0.003522312,0.9226904,0.018968765,0.000006795406,0.0014497781],"study_design_scores_gemma":[0.000917035,0.00008559467,0.12203311,0.0005896146,0.000021109236,0.0000033930246,0.00044443258,0.008699183,0.84654117,0.018909324,0.0013515904,0.0004044367],"about_ca_topic_score_codex":0.00024486455,"about_ca_topic_score_gemma":0.0007036287,"teacher_disagreement_score":0.0761492,"about_ca_system_score_codex":0.000057899433,"about_ca_system_score_gemma":0.00004030523,"threshold_uncertainty_score":0.3660395},"labels":[],"label_agreement":null},{"id":"W2965028372","doi":"10.1557/adv.2019.320","title":"Understanding gaas Native Oxides By Correlating Three Liquid Contact Angle Analysis (3LCAA) and High Resolution Ion Beam Analysis (HR-IBA) to X-Ray Photoelectron Spectroscopy (XPS) as Function of Surface Processing","year":2019,"lang":"en","type":"article","venue":"MRS Advances","topic":"Electron and X-Ray Spectroscopy Techniques","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":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"X-ray photoelectron spectroscopy; Materials science; Ion; Surface (topology); Ion beam; Contact angle; Beam (structure); Analytical Chemistry (journal); Resolution (logic); X-ray; High resolution; Atomic physics; Optics; Nuclear magnetic resonance; Composite material","score_opus":0.014147214064209886,"score_gpt":0.27344302035781337,"score_spread":0.2592958062936035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965028372","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":[0.7823549,0.001982494,0.21431834,0.000083206774,0.00008592161,0.00044223593,0.00002227638,0.00017322061,0.00053743564],"genre_scores_gemma":[0.9932222,0.00026634225,0.0061646816,0.00007122675,0.000033243563,0.000022950355,0.000052654632,0.000029854767,0.00013685627],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99729526,0.00013372635,0.0005410298,0.0008278912,0.00058922276,0.0006128559],"domain_scores_gemma":[0.9986406,0.00017882256,0.00058472145,0.00031499518,0.00016194898,0.00011893885],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00079479796,0.0003426973,0.00080437126,0.0005458154,0.00032913397,0.00015307471,0.00022108167,0.00012962703,0.00019838435],"category_scores_gemma":[0.00006368737,0.0003207243,0.00016456399,0.0025173167,0.000109236236,0.0009294066,0.000065161126,0.00022782938,0.000009188954],"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":[0.00078434433,0.00006341134,0.01016925,0.00004429044,0.00028916379,8.6627625e-7,0.00028589016,0.007065077,0.9802685,0.00090341043,0.00003792549,0.0000879215],"study_design_scores_gemma":[0.00032480582,0.0029648102,0.002953661,0.00009234693,0.0011522877,9.975099e-7,0.00071793096,0.0051688063,0.9843651,0.001774634,0.00009227193,0.00039237016],"about_ca_topic_score_codex":0.00053811347,"about_ca_topic_score_gemma":0.001174454,"teacher_disagreement_score":0.21086732,"about_ca_system_score_codex":0.0005812176,"about_ca_system_score_gemma":0.00007539231,"threshold_uncertainty_score":0.9999245},"labels":[],"label_agreement":null},{"id":"W2979788047","doi":"10.1557/adv.2019.375","title":"Accelerated Synthesis of Surface Functionalized Mannosylated Dendrimers Built on Cyclotriphosphazene Core","year":2019,"lang":"en","type":"article","venue":"MRS Advances","topic":"Dendrimers and Hyperbranched Polymers","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":"BioPhage Pharma (Canada); Institut National de la Recherche Scientifique; Université du Québec à Montréal","funders":"","keywords":"Materials science; Dendrimer; Core (optical fiber); Surface modification; Chemical engineering; Polymer science; Nanotechnology; Polymer chemistry; Composite material","score_opus":0.023067981831219872,"score_gpt":0.27407360748829945,"score_spread":0.25100562565707957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979788047","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":[0.9794083,0.0036562479,0.000022224014,0.00008312524,0.0015379286,0.0002543903,0.00007589536,0.000108140135,0.014853698],"genre_scores_gemma":[0.99518657,0.00021954719,0.000728749,0.00013046282,0.000037943024,0.000011622178,0.000015837919,0.000033872733,0.0036353702],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982929,0.00005941089,0.00038518582,0.00045634585,0.0004328325,0.0003733172],"domain_scores_gemma":[0.9988967,0.00025120913,0.00026085498,0.00038326273,0.00010859341,0.0000993613],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020914563,0.00024366776,0.00046253685,0.00008056686,0.0000954382,0.000035833207,0.00033395807,0.000079343285,0.008150991],"category_scores_gemma":[0.000056534293,0.00020768058,0.000110303066,0.00034594286,0.0001299267,0.00031635596,0.000045580586,0.00010398264,0.0010090668],"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":[0.0007080499,0.00012519142,0.006506337,0.00006771415,0.000045548742,0.000008353175,0.000085501815,0.0060070315,0.981369,0.00060887734,0.0006063124,0.0038620906],"study_design_scores_gemma":[0.0008108386,0.00014360886,0.0033310677,0.000090776906,0.000042390748,0.000004588702,0.0001276419,0.00016222271,0.9619642,0.0001094574,0.032915935,0.00029727863],"about_ca_topic_score_codex":0.0001681186,"about_ca_topic_score_gemma":0.000018079525,"teacher_disagreement_score":0.03230962,"about_ca_system_score_codex":0.000041170028,"about_ca_system_score_gemma":0.000060638067,"threshold_uncertainty_score":0.99976873},"labels":[],"label_agreement":null},{"id":"W2981406311","doi":"10.1557/adv.2019.398","title":"Optimizing Homogeneous Thin Solid Films (HTSFs) from μL-Blood Droplets via Hyper-Hydrophilic Coatings (HemaDrop™) for Accurate Compositional Analysis via IBA, XRF, and XPS","year":2019,"lang":"en","type":"article","venue":"MRS Advances","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Materials science; Homogeneous; Biomedical engineering; Whole blood; Electrolyte; Metallurgy; Surgery; Chemistry; Medicine; Electrode; Mathematics","score_opus":0.012780463117082067,"score_gpt":0.2757292116206411,"score_spread":0.26294874850355904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981406311","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":[0.89537275,0.0039823656,0.09711406,0.0008719472,0.0001941454,0.0013912313,0.00017382929,0.00039392148,0.00050573406],"genre_scores_gemma":[0.8858745,0.00024099303,0.11196253,0.00083101547,0.00016853775,0.00013053966,0.0006174897,0.000052797288,0.00012160597],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99754757,0.00006646907,0.00061063055,0.0007538817,0.0005888073,0.00043263967],"domain_scores_gemma":[0.9984447,0.00021824075,0.0003604896,0.00048135628,0.00029019505,0.00020502954],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032389504,0.00038681197,0.0008556446,0.00030802036,0.00028733653,0.00008755938,0.00021750595,0.00015044949,0.0003297545],"category_scores_gemma":[0.00003066208,0.00036036826,0.00028272497,0.00042208182,0.00013477802,0.00037457384,0.00009357487,0.00025333778,0.000028810218],"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":[0.00029241544,0.0003604709,0.010867291,0.00016596525,0.0008915867,0.000040351133,0.00031883086,0.0031670264,0.9811243,0.00006569726,0.00025660393,0.0024494918],"study_design_scores_gemma":[0.0072480203,0.0024080554,0.00800315,0.00074645336,0.0058241207,0.00034556797,0.0002510968,0.15821278,0.80710745,0.0045371125,0.0036825594,0.0016336569],"about_ca_topic_score_codex":0.00009790818,"about_ca_topic_score_gemma":0.000043330423,"teacher_disagreement_score":0.17401685,"about_ca_system_score_codex":0.00007614891,"about_ca_system_score_gemma":0.000048761405,"threshold_uncertainty_score":0.99988484},"labels":[],"label_agreement":null},{"id":"W2988626424","doi":"10.1557/adv.2019.418","title":"Understanding the Cold Spray Deposition Characteristics of Mixed Metal Powders","year":2019,"lang":"en","type":"article","venue":"MRS Advances","topic":"High-Temperature Coating Behaviors","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":"McGill University","funders":"","keywords":"Materials science; Gas dynamic cold spray; Deposition (geology); Mixing (physics); Metallurgy; Metal; Chemical engineering; Spray forming; Substrate (aquarium); Composite material; Alloy; Coating","score_opus":0.01854447671513746,"score_gpt":0.22486882136990846,"score_spread":0.206324344654771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988626424","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":[0.9919605,0.00023328445,0.00617933,0.000031628013,0.0010092842,0.00016384068,0.000014856892,0.000102510276,0.00030475622],"genre_scores_gemma":[0.9991509,0.000042175412,0.0006550701,0.000010530456,0.0000391217,0.0000073532583,0.000009931632,0.000023174487,0.00006180027],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994031,0.00002285144,0.00017508125,0.000100538644,0.00015241776,0.0001459878],"domain_scores_gemma":[0.9996544,0.000083344676,0.000054442364,0.00016289686,0.000020433807,0.000024492747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000094549774,0.0001079455,0.0001557928,0.000040980067,0.000051698542,0.000025146579,0.0001119883,0.000046687583,0.000025260808],"category_scores_gemma":[0.000014900769,0.00008293785,0.00004454366,0.00013917299,0.000040408617,0.0001676355,0.000012841247,0.0001282189,0.000016800428],"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":[0.000005491572,0.0000103004995,0.0068922318,0.000071579634,0.000024167319,0.0000027059039,0.00033655326,0.0036212888,0.98712146,0.001739018,0.000064325264,0.00011087054],"study_design_scores_gemma":[0.0006586362,0.00015880025,0.01840918,0.00026352945,0.00014248384,0.00001564088,0.0018742997,0.00080741954,0.9715873,0.0001706389,0.0053266394,0.00058542256],"about_ca_topic_score_codex":0.0000019546903,"about_ca_topic_score_gemma":0.000011796705,"teacher_disagreement_score":0.015534158,"about_ca_system_score_codex":0.000073613606,"about_ca_system_score_gemma":0.000007442278,"threshold_uncertainty_score":0.33821073},"labels":[],"label_agreement":null},{"id":"W2990883807","doi":"10.1557/adv.2019.440","title":"A Three Dimensional Unit Cell Model for the Analysis of Thermal Residual Stresses in Polymer Composites Reinforced with Wavy Carbon Nanotubes","year":2019,"lang":"en","type":"article","venue":"MRS Advances","topic":"Carbon Nanotubes in Composites","field":"Materials Science","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":"National Research Council Canada","funders":"","keywords":"Waviness; Materials science; Composite material; Carbon nanotube; Orthotropic material; Nanocomposite; Residual stress; Curing (chemistry); Polymer; Epoxy; Thermal; Polymer nanocomposite; Thermosetting polymer; Finite element method; Structural engineering","score_opus":0.011376050607235564,"score_gpt":0.24168138335706857,"score_spread":0.230305332749833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990883807","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":[0.99462444,0.00378002,0.0005338091,0.00009219429,0.00010788757,0.00042171276,0.000095261006,0.000029811355,0.00031486485],"genre_scores_gemma":[0.99662876,0.000018479528,0.0028998032,0.000053389398,0.000027600841,0.00004988985,0.000019586687,0.000021103846,0.00028141466],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984474,0.00003883489,0.00038057033,0.00036729715,0.0004437307,0.00032213688],"domain_scores_gemma":[0.99798167,0.0011388264,0.00021057548,0.0005102318,0.00012225959,0.000036419606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024301223,0.00021615962,0.00045756242,0.00022794188,0.00008095018,0.00004344246,0.00046063238,0.000055393983,0.00006785758],"category_scores_gemma":[0.000018269924,0.00013311538,0.00010258731,0.0005920919,0.00021501782,0.00022220117,0.00012662308,0.000085950036,0.0000021164233],"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":[0.0003944022,0.000025676996,0.011918996,0.000028456472,0.000052628446,8.291401e-7,0.00016664849,0.45230672,0.5347599,0.00027191127,0.000002779137,0.000071091774],"study_design_scores_gemma":[0.00047814078,0.000104808,0.0017346557,0.000037917813,0.00019939578,4.9879816e-7,0.00007499283,0.41257897,0.58457726,0.00006005873,0.000009005285,0.00014431632],"about_ca_topic_score_codex":0.0005304268,"about_ca_topic_score_gemma":0.0014577283,"teacher_disagreement_score":0.04981739,"about_ca_system_score_codex":0.000024737681,"about_ca_system_score_gemma":0.00008077902,"threshold_uncertainty_score":0.54282874},"labels":[],"label_agreement":null},{"id":"W2994694596","doi":"10.1557/adv.2019.463","title":"Light-enhanced Electrochemical Energy Storage of Synthetic Melanin on Conductive Glass Substrates","year":2019,"lang":"en","type":"article","venue":"MRS Advances","topic":"Conducting polymers and applications","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":"Polytechnique Montréal","funders":"","keywords":"Materials science; Indium tin oxide; Melanin; Redox; Electrode; Optoelectronics; Electrochemistry; Capacitance; Energy storage; Tin oxide; Chemical engineering; Nanotechnology; Doping; Metallurgy; Chemistry; Thin film","score_opus":0.007898229655026099,"score_gpt":0.24355100127102391,"score_spread":0.23565277161599782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994694596","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":[0.99448115,0.0006746783,0.0003659474,0.00024815032,0.00022218349,0.000090534246,0.00000762999,0.000044890032,0.0038648595],"genre_scores_gemma":[0.9988758,0.000038077684,0.00038678708,0.00004794677,0.000033862074,0.000032482334,0.0000038046965,0.000011699441,0.0005695639],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99910027,0.000028254315,0.00018540568,0.000315519,0.00015982926,0.00021069478],"domain_scores_gemma":[0.9993807,0.0001257574,0.00014620012,0.00025458678,0.00004910352,0.000043662567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007234426,0.00012103952,0.00020824601,0.000036232344,0.000051686893,0.000017535,0.000200689,0.000042930104,0.00039856622],"category_scores_gemma":[0.000024107578,0.00010008074,0.00004391123,0.00013277,0.00006465891,0.00012948767,0.000023461604,0.00006491199,0.00008807624],"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":[0.00002835536,0.000051052088,0.000021580836,0.000009750171,0.000004183128,2.9666003e-7,0.00011247339,0.00003667253,0.99373746,0.005382257,0.000028638788,0.0005872998],"study_design_scores_gemma":[0.00013962845,0.00012075176,0.000022933515,0.000028199423,0.000006933791,0.0000016750363,0.00027182707,0.000017998542,0.99451274,0.0015646125,0.0031896268,0.0001231019],"about_ca_topic_score_codex":0.000023478287,"about_ca_topic_score_gemma":0.000012218317,"teacher_disagreement_score":0.004394649,"about_ca_system_score_codex":0.000025765034,"about_ca_system_score_gemma":0.0000296671,"threshold_uncertainty_score":0.43640205},"labels":[],"label_agreement":null},{"id":"W3004053371","doi":"10.1557/adv.2020.70","title":"First-Principles Study of the Electrochemical Sodiation of Rutile-Type Vanadium Dioxide","year":2020,"lang":"en","type":"article","venue":"MRS Advances","topic":"Advancements in Battery Materials","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":"Institut National de la Recherche Scientifique","funders":"","keywords":"Materials science; Rutile; Anode; Vanadium; Electrochemistry; Cathode; Sodium; Sodium-ion battery; Electrode; Inorganic chemistry; Ion; Metal; Chemical engineering; Metallurgy; Faraday efficiency; Chemistry; Physical chemistry","score_opus":0.017265427334721688,"score_gpt":0.23492208987886232,"score_spread":0.21765666254414062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004053371","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":[0.99717754,0.00040617696,0.0014461693,0.0000842095,0.00033500424,0.00023811079,0.0000072787097,0.000053863503,0.00025167098],"genre_scores_gemma":[0.9990141,0.000071083254,0.00076650246,0.00004149408,0.000063534506,0.000012103915,0.000002071861,0.000016710626,0.000012423709],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992702,0.000018784836,0.0002960622,0.00011880687,0.00016265639,0.00013346484],"domain_scores_gemma":[0.9996172,0.000049643426,0.0000931532,0.00018101252,0.000032559696,0.000026418422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000043817898,0.00010137579,0.0001925346,0.000016721018,0.000027324137,0.0000042807187,0.00023073138,0.000023889832,0.000043862605],"category_scores_gemma":[0.00009698396,0.000080709004,0.000020225138,0.00018036188,0.000031210147,0.00011907595,0.000056658355,0.000058532754,0.0000036191402],"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":[0.00008287695,0.00012342237,0.019710366,0.00038660975,0.00008192645,0.0000011788829,0.0016882502,0.40682334,0.5702706,0.00020727461,0.00016952591,0.0004546481],"study_design_scores_gemma":[0.000500134,0.0002461055,0.0068817437,0.00003930553,0.00003654882,5.83155e-7,0.0004520104,0.0039131315,0.9781171,0.0003636715,0.009264602,0.00018506017],"about_ca_topic_score_codex":0.0000037735301,"about_ca_topic_score_gemma":0.000023698802,"teacher_disagreement_score":0.40784654,"about_ca_system_score_codex":0.000026905895,"about_ca_system_score_gemma":0.0000070360406,"threshold_uncertainty_score":0.32912177},"labels":[],"label_agreement":null},{"id":"W3007696848","doi":"10.1557/adv.2020.136","title":"Woven Structure for Flexible Capacitive Pressure Sensors","year":2020,"lang":"en","type":"article","venue":"MRS Advances","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Capacitive sensing; Pressure sensor; Nanotechnology; Composite material; Optoelectronics; Engineering physics; Mechanical engineering; Electrical engineering; Engineering","score_opus":0.015705559170193128,"score_gpt":0.23139502807500117,"score_spread":0.21568946890480806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007696848","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":[0.84685266,0.010342685,0.11289412,0.0008978761,0.0037206702,0.0012971907,0.0027127056,0.0053495546,0.015932547],"genre_scores_gemma":[0.984315,0.000110616886,0.014219111,0.00018062111,0.0005471023,0.000025051058,0.000038211965,0.000059421425,0.00050489476],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993068,0.000010801989,0.00015383642,0.00019629653,0.00008298034,0.00024928103],"domain_scores_gemma":[0.99967927,0.00006236224,0.000032178406,0.00009944407,0.000033935474,0.00009279922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000020045083,0.00016716037,0.00021492035,0.000019345624,0.00006610814,0.000028734932,0.00010293592,0.000058494712,0.00007232425],"category_scores_gemma":[0.00008835412,0.00015495908,0.000043072796,0.00008847405,0.00003450787,0.0002531656,0.00001225989,0.0000764034,0.000008085543],"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":[0.000033455126,0.000002134725,0.000028427929,0.00023652862,0.000034824287,0.000002459845,0.0004378667,0.8806532,0.114184305,0.0006274237,0.0009203086,0.0028390465],"study_design_scores_gemma":[0.00039545813,0.00006814911,0.00007057622,0.00003028748,0.000030700274,0.00000355204,0.00022294992,0.01198704,0.4413358,0.0029642687,0.5425476,0.0003436356],"about_ca_topic_score_codex":0.0000021279632,"about_ca_topic_score_gemma":0.0000032933099,"teacher_disagreement_score":0.8686662,"about_ca_system_score_codex":0.0000104062765,"about_ca_system_score_gemma":0.0000044014128,"threshold_uncertainty_score":0.63190484},"labels":[],"label_agreement":null},{"id":"W3016763528","doi":"10.1557/adv.2020.202","title":"Morphology Control in van der Waals Epitaxy of Bismuth Telluride Topological Insulators","year":2020,"lang":"en","type":"article","venue":"MRS Advances","topic":"Topological Materials and Phenomena","field":"Physics and Astronomy","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 Guelph","funders":"","keywords":"Materials science; Topological insulator; Epitaxy; van der Waals force; Thin film; Bismuth telluride; Condensed matter physics; Bismuth; Reciprocal lattice; Cadmium telluride photovoltaics; Crystallography; Telluride; Nanotechnology; Optics; Thermoelectric materials; Diffraction; Composite material","score_opus":0.012828181548550026,"score_gpt":0.2469896570351496,"score_spread":0.23416147548659957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016763528","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":[0.9927489,0.0005467619,0.0019794807,0.0010796292,0.00012546919,0.00015721285,0.000061145576,0.00001939627,0.003282001],"genre_scores_gemma":[0.9988145,0.000017742814,0.00036905974,0.00056608283,0.00018158794,0.000018725263,0.000005428727,0.0000074390073,0.00001940999],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99903035,0.00008588115,0.0003339355,0.00023658924,0.000072168754,0.00024107851],"domain_scores_gemma":[0.99956846,0.00010324417,0.0001249936,0.0001002735,0.000017374401,0.000085660584],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000082449595,0.00013487966,0.00040206444,0.000024031839,0.000029822257,0.000009319052,0.00015762476,0.00004416188,0.0024033596],"category_scores_gemma":[0.000022086135,0.00009729125,0.00006485427,0.00011425936,0.0001436954,0.000083737905,0.00004785306,0.000099244186,0.000035391815],"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":[0.0003300805,0.0003877478,0.5300907,0.000053177562,0.000075680946,0.000023923372,0.0007599177,0.0026744017,0.044931747,0.40963286,0.000036747577,0.011003006],"study_design_scores_gemma":[0.004154407,0.0011664722,0.10149281,0.000034734385,0.000052893072,0.0000016071975,0.001076503,0.0002637996,0.040602367,0.8251437,0.025250196,0.00076053414],"about_ca_topic_score_codex":0.00006363254,"about_ca_topic_score_gemma":0.0000015296121,"teacher_disagreement_score":0.4285979,"about_ca_system_score_codex":0.0000059252707,"about_ca_system_score_gemma":0.000011575032,"threshold_uncertainty_score":0.9985086},"labels":[],"label_agreement":null},{"id":"W3028116098","doi":"10.1557/adv.2020.261","title":"Hollow Microcapsules Through Layer-by-Layer Self-Assembly of Chitosan/Alginate on E. coli","year":2020,"lang":"en","type":"article","venue":"MRS Advances","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Chitosan; Nanotechnology; Layer by layer; Polyelectrolyte; Coating; Zeta potential; Quantum dot; Polymer; Chemical engineering; Layer (electronics); Nanoparticle; Composite material","score_opus":0.025349725469513862,"score_gpt":0.2945878519684765,"score_spread":0.2692381264989626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028116098","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":[0.98095924,0.0061569083,0.00044804753,0.0026215333,0.000855057,0.00017306108,0.000116081654,0.00020884449,0.008461252],"genre_scores_gemma":[0.9955071,0.0006234816,0.0024340402,0.0011861813,0.00009190532,0.000027539563,0.0000027238834,0.000025061787,0.00010193693],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99841756,0.000075686185,0.00036439492,0.00044809096,0.00035134985,0.00034294472],"domain_scores_gemma":[0.9992247,0.00015764045,0.00027246843,0.00022211784,0.000041787265,0.000081256374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006367782,0.00024380544,0.00041141766,0.000029263805,0.00014942122,0.00005079536,0.00033906027,0.000050856528,0.00011332781],"category_scores_gemma":[0.00005885937,0.00020754074,0.00008985775,0.0002137993,0.00011234621,0.0005888192,0.000115037874,0.000119912474,0.00027031984],"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":[0.000093358176,0.00009270884,0.00031864896,0.000054224365,0.000028558967,0.000005221747,0.0011923711,0.00009458128,0.9939684,0.00010922858,0.0035909703,0.00045172632],"study_design_scores_gemma":[0.0003453075,0.00021031321,0.000277,0.000045714904,0.0000166901,0.0000016934578,0.00056300854,0.00002526809,0.9357733,0.000060349357,0.062472943,0.00020839302],"about_ca_topic_score_codex":0.000050603292,"about_ca_topic_score_gemma":0.000005468184,"teacher_disagreement_score":0.058881972,"about_ca_system_score_codex":0.00001835305,"about_ca_system_score_gemma":0.000030560066,"threshold_uncertainty_score":0.8463266},"labels":[],"label_agreement":null},{"id":"W3047795697","doi":"10.1557/adv.2020.327","title":"Graphene-based photonic synapse for multi wavelength neural networks","year":2020,"lang":"en","type":"article","venue":"MRS Advances","topic":"Neural Networks and Reservoir Computing","field":"Computer 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":"Queen's University","funders":"","keywords":"Neuromorphic engineering; Synapse; Photonics; Materials science; Computer science; Graphene; Bandwidth (computing); Artificial neural network; Nanotechnology; Computer architecture; Electronic engineering; Optoelectronics; Artificial intelligence; Neuroscience; Telecommunications; Engineering","score_opus":0.03181097526128739,"score_gpt":0.2676295230547668,"score_spread":0.23581854779347938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047795697","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020848796,0.002960253,0.97200114,0.002748677,0.00070737343,0.0003850197,0.000002657029,0.00031685928,0.000029200628],"genre_scores_gemma":[0.90118957,0.00008420675,0.095152974,0.0031641684,0.00033234977,0.00003718499,0.0000049261703,0.00001874809,0.000015866164],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99840707,0.000054183576,0.00026634362,0.00057124026,0.00017548549,0.0005256891],"domain_scores_gemma":[0.9990754,0.00022667866,0.00013240846,0.00030354483,0.00006604437,0.0001959124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012118483,0.00021260219,0.0002478173,0.000037510163,0.00027165993,0.0001445995,0.0009701894,0.000055754856,0.0000040127093],"category_scores_gemma":[0.000040602834,0.00017100667,0.00017672882,0.00047252118,0.000054124397,0.00039444907,0.0001914054,0.00020037635,0.0000027626688],"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":[0.000045108038,0.00004858734,0.0006091832,0.000058744194,0.000016041473,0.000026823009,0.00008977051,0.85444564,0.00018916052,0.001360418,0.0005549067,0.14255562],"study_design_scores_gemma":[0.00065927143,0.00020758747,0.00010382756,0.000019518971,0.000005090854,0.0000023998864,0.000010028145,0.9893464,0.0007704874,0.00018995184,0.008451584,0.00023389129],"about_ca_topic_score_codex":0.0000038155094,"about_ca_topic_score_gemma":0.000009951371,"teacher_disagreement_score":0.88034075,"about_ca_system_score_codex":0.000012841386,"about_ca_system_score_gemma":0.000024624323,"threshold_uncertainty_score":0.69734496},"labels":[],"label_agreement":null},{"id":"W3095933274","doi":"10.1557/adv.2020.402","title":"Ångström- and Nano-scale Pore-Based Nucleic Acid Sequencing of Current and Emergent Pathogens","year":2020,"lang":"en","type":"article","venue":"MRS Advances","topic":"Nanopore and Nanochannel Transport Studies","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 Guelph","funders":"University of South Florida; Oak Ridge Associated Universities; National Science Foundation","keywords":"Nanopore; Nanopore sequencing; Nanotechnology; DNA sequencing; Materials science; Nanoscopic scale; Computational biology; Biology; DNA; Genetics","score_opus":0.018486911564818076,"score_gpt":0.2232856955169925,"score_spread":0.20479878395217443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095933274","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":[0.93093395,0.065350875,0.002851118,0.00014190945,0.00024189612,0.00013809456,0.00007290893,0.000114948474,0.00015429521],"genre_scores_gemma":[0.99097556,0.007990609,0.00090792816,0.00003603685,0.000050149436,0.000009610404,0.000009549755,0.000018047922,0.0000025188817],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993291,0.000006071467,0.00021382178,0.00017531337,0.00010688465,0.0001688452],"domain_scores_gemma":[0.99976856,0.000013675492,0.000037307145,0.000068309564,0.000023534463,0.00008859055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003995736,0.00014496391,0.00023491589,0.000034832326,0.000047361216,0.0000049886403,0.00004909527,0.000025817488,0.00001415598],"category_scores_gemma":[0.0000060830953,0.00013069922,0.000038014114,0.00012910421,0.000063865984,0.00009376387,0.000016649494,0.0000644521,0.0000011147424],"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":[0.00006833336,0.0000429182,0.032573957,0.0028656945,0.00010230424,0.000033903863,0.0059770066,0.008009143,0.87461036,0.0001250563,0.0003480611,0.075243264],"study_design_scores_gemma":[0.0012179826,0.00033518093,0.0030337218,0.00031377806,0.00013643164,0.0000049122445,0.0013933799,0.0070005124,0.91727924,0.00036330585,0.068199225,0.0007223183],"about_ca_topic_score_codex":0.000002255209,"about_ca_topic_score_gemma":0.000016657576,"teacher_disagreement_score":0.074520946,"about_ca_system_score_codex":0.000010976433,"about_ca_system_score_gemma":0.000009247824,"threshold_uncertainty_score":0.532976},"labels":[],"label_agreement":null},{"id":"W3128172108","doi":"10.1557/s43580-021-00004-5","title":"Methodology for binary detection analysis of inkjet-printed optical sensors for chemical detection","year":2021,"lang":"en","type":"article","venue":"MRS Advances","topic":"Gold and Silver Nanoparticles Synthesis 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":"National Research Council Canada","funders":"","keywords":"Materials science; Raman spectroscopy; Nanotechnology; Surface-enhanced Raman spectroscopy; Filter paper; Substrate (aquarium); Sensitivity (control systems); Optoelectronics; Optics; Raman scattering; Electronic engineering; Chromatography; Chemistry","score_opus":0.04719906891043726,"score_gpt":0.32748334479596153,"score_spread":0.2802842758855243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128172108","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":[0.873229,0.00014107287,0.12619449,0.00011484593,0.00010249808,0.00013864947,0.000031339016,0.00002634107,0.000021726073],"genre_scores_gemma":[0.95046586,0.00002159403,0.04925894,0.00002058329,0.000041621042,0.00015154309,0.000009079408,0.000006028287,0.000024730474],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99920547,0.000055432556,0.00024957125,0.0002609998,0.0000726201,0.00015588682],"domain_scores_gemma":[0.9988775,0.000685585,0.00009303201,0.00015150322,0.00015372275,0.000038635164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030265588,0.00007158007,0.0002600222,0.00006775813,0.000085285785,0.00001418752,0.00007022709,0.000056063454,0.0000420185],"category_scores_gemma":[0.00040349772,0.00006344269,0.00016730807,0.0003662329,0.00006773548,0.000073687144,0.000022092865,0.000027092052,0.0000023524055],"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":[0.0000822252,0.00005731141,0.000041642874,0.000021585476,0.000039575032,1.8915439e-7,0.000040878178,0.00086328917,0.97291857,0.0005913676,0.000002090213,0.02534125],"study_design_scores_gemma":[0.00016978917,0.000056388722,0.0003789185,0.0000040166765,0.00029689,0.0000015279148,0.00022909415,0.007810065,0.9881481,0.0010707835,0.0017597845,0.000074645366],"about_ca_topic_score_codex":0.000005775704,"about_ca_topic_score_gemma":0.000052248255,"teacher_disagreement_score":0.07723685,"about_ca_system_score_codex":0.0000185228,"about_ca_system_score_gemma":0.000014031206,"threshold_uncertainty_score":0.25871179},"labels":[],"label_agreement":null},{"id":"W3145100608","doi":"10.1557/s43580-021-00047-8","title":"Dynamically tunable intravascular catheter delivery of hydrogels for endovascular embolization","year":2021,"lang":"en","type":"article","venue":"MRS Advances","topic":"3D Printing in Biomedical Research","field":"Engineering","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 British Columbia; Sunnybrook Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Self-healing hydrogels; Catheter; Embolization; Biomedical engineering; Nanotechnology; Radiology; Medicine; Polymer chemistry","score_opus":0.007697512153243556,"score_gpt":0.24252392516137936,"score_spread":0.2348264130081358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3145100608","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":[0.5524605,0.012856528,0.43223202,0.000069047936,0.00034070289,0.00033071588,0.000023631786,0.00016958309,0.0015172509],"genre_scores_gemma":[0.95829445,0.0025863063,0.038663063,0.00003122268,0.00008921543,0.00007527371,0.000057891713,0.00004691764,0.00015565325],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99902225,0.00002697488,0.00022014712,0.00017863105,0.0002882791,0.0002637177],"domain_scores_gemma":[0.999376,0.00013882465,0.000021347822,0.00024169812,0.00015411567,0.00006801493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021844328,0.000095620984,0.00018954014,0.000060634226,0.00003355858,0.000017702678,0.0001575556,0.00006549407,0.0000808686],"category_scores_gemma":[0.0002442663,0.0000941649,0.00012091094,0.00022316202,0.00006460392,0.00012662605,0.000046893918,0.00008907252,0.000009217399],"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":[0.000031661817,0.00025563675,0.0016051006,0.0029918214,0.0005855347,0.000045453788,0.00035638612,0.19082901,0.3177556,0.0022357965,0.0003772168,0.48293078],"study_design_scores_gemma":[0.00064007187,0.00007561079,0.0003612953,0.00016532045,0.000049122256,0.000010236062,0.00008685992,0.24057408,0.6271114,0.0040799887,0.12653874,0.00030730804],"about_ca_topic_score_codex":0.0000054645816,"about_ca_topic_score_gemma":0.000009997505,"teacher_disagreement_score":0.4826235,"about_ca_system_score_codex":0.00004099231,"about_ca_system_score_gemma":0.000034469205,"threshold_uncertainty_score":0.38399333},"labels":[],"label_agreement":null},{"id":"W4213116761","doi":"10.1557/s43580-022-00228-z","title":"First-principles database for fitting a machine-learning silicon interatomic force field","year":2022,"lang":"en","type":"article","venue":"MRS Advances","topic":"Machine Learning in Materials Science","field":"Materials Science","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":"Queen's University; École de Technologie Supérieure; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Compute Canada","keywords":"Interatomic potential; Density functional theory; Materials science; Field (mathematics); Focus (optics); Silicon; Tensor (intrinsic definition); Computer science; Experimental data; Force field (fiction); Machine learning; Artificial intelligence; Molecular dynamics; Quantum mechanics; Physics","score_opus":0.01664789952496535,"score_gpt":0.28018998359809977,"score_spread":0.2635420840731344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213116761","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":[0.9687978,0.0010432536,0.025123464,0.0009871054,0.0018086581,0.00060811196,0.0002177091,0.00039368254,0.0010202377],"genre_scores_gemma":[0.9655661,0.000036585938,0.030608963,0.00074222183,0.00021755653,0.00047656448,0.000065343585,0.000043868713,0.0022427784],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978043,0.00022678712,0.0004227298,0.0006480046,0.00037999402,0.0005181878],"domain_scores_gemma":[0.9982107,0.0009499832,0.00033006718,0.00037860725,0.000046150708,0.00008447349],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001525011,0.00021715752,0.0002754283,0.00009997815,0.0014517214,0.00020107717,0.00087704865,0.000028317027,0.0026592002],"category_scores_gemma":[0.0015862258,0.00020735693,0.00008032839,0.00019248211,0.0000773584,0.0005510434,0.00080351596,0.00029131913,0.000049208847],"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":[0.00026819136,0.000061134124,0.0056957863,0.00027261535,0.000005526821,0.000015060974,0.000991211,0.48966724,0.4983889,0.0026608924,0.00037720168,0.0015962506],"study_design_scores_gemma":[0.000697436,0.00059634855,0.000117716656,0.00009635284,0.000015369242,0.000042680305,0.0007631286,0.5089422,0.1617683,0.0010018498,0.3254233,0.0005352981],"about_ca_topic_score_codex":0.00015967285,"about_ca_topic_score_gemma":0.00012900007,"teacher_disagreement_score":0.33662057,"about_ca_system_score_codex":0.00008478128,"about_ca_system_score_gemma":0.000046639583,"threshold_uncertainty_score":0.99984825},"labels":[],"label_agreement":null},{"id":"W4220999440","doi":"10.1557/s43580-022-00257-8","title":"Inkjet-printed paper-based surface enhanced Raman scattering (SERS) sensors for the detection of narcotics","year":2022,"lang":"en","type":"article","venue":"MRS Advances","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Materials science; Raman scattering; Nanotechnology; Molecular binding; Surface modification; Inkwell; Raman spectroscopy; Molecule; Optics; Chemistry","score_opus":0.014840964974592016,"score_gpt":0.24972854708887546,"score_spread":0.23488758211428346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220999440","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":[0.99106795,0.00030020243,0.007503379,0.00053707557,0.00019453143,0.00028557007,0.000033913275,0.00004032259,0.000037086804],"genre_scores_gemma":[0.9983734,0.000021153981,0.0013040806,0.00009537633,0.000023115355,0.000121846904,0.0000018791994,0.000009725774,0.00004940512],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992533,0.000050020826,0.00019812887,0.00017915189,0.00015536227,0.00016404128],"domain_scores_gemma":[0.999298,0.0002967682,0.00012253883,0.00021736007,0.00004070804,0.000024653731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002753006,0.000076921584,0.0001153279,0.000017237537,0.00046086416,0.000023989483,0.00021137929,0.0000126384375,0.00015039543],"category_scores_gemma":[0.000029364275,0.000058193433,0.00005990611,0.00013278039,0.000082540806,0.00008361973,0.00004894254,0.000047928148,0.000005466608],"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":[0.0000420372,0.000040147843,0.00004986146,0.000016411415,0.000002756333,7.264702e-8,0.00013216268,0.0638195,0.9309371,0.000116258634,0.0000069764546,0.004836734],"study_design_scores_gemma":[0.00019072053,0.00006512717,0.0002009858,0.0000068349887,0.000013484375,4.595332e-7,0.001121188,0.005950031,0.97942287,0.00015764195,0.012792598,0.000078075675],"about_ca_topic_score_codex":0.000028481107,"about_ca_topic_score_gemma":0.00003566564,"teacher_disagreement_score":0.057869468,"about_ca_system_score_codex":0.000026093176,"about_ca_system_score_gemma":0.000017835637,"threshold_uncertainty_score":0.3544641},"labels":[],"label_agreement":null},{"id":"W4311647951","doi":"10.1557/s43580-022-00430-z","title":"Thermoresponsive copolymers based on synthetic porphyrin derivatives","year":2022,"lang":"en","type":"article","venue":"MRS Advances","topic":"Porphyrin and Phthalocyanine Chemistry","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":"Polytechnique Montréal; Université de Montréal","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Copolymer; Ethylene glycol; Methacrylate; Monomer; Materials science; Porphyrin; Polymer chemistry; Methyl methacrylate; Aqueous solution; Tetraphenylporphyrin; Polymer; Photochemistry; Organic chemistry; Chemistry","score_opus":0.009567662203822793,"score_gpt":0.24728980502895795,"score_spread":0.23772214282513515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311647951","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":[0.97604257,0.0008182041,0.00012684867,0.00047344243,0.00051235524,0.00012945844,0.0001280833,0.00011284869,0.021656163],"genre_scores_gemma":[0.99783933,0.0000088341,0.0004305505,0.00065951725,0.0000460559,0.000099685305,0.000012880311,0.000019383182,0.00088377186],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99874026,0.00013431993,0.00015615694,0.000345204,0.00035656823,0.00026747],"domain_scores_gemma":[0.9992296,0.00025021654,0.000116541654,0.0003110275,0.000020331447,0.000072243296],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020821822,0.00015748644,0.00016400132,0.000050356095,0.00032336792,0.000025336982,0.00035542803,0.000018895309,0.008966068],"category_scores_gemma":[0.00008061108,0.00014187022,0.000060583825,0.0001681743,0.00015602764,0.0000907382,0.000093779956,0.00012964543,0.00009126504],"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":[0.00036061983,0.00013299886,0.00037506022,0.000023643412,0.0000041006824,0.00006789829,0.00021635217,0.005502297,0.99042547,0.00039819322,0.0006324249,0.0018609603],"study_design_scores_gemma":[0.0003437122,0.00018953698,0.00049167516,0.000017855094,0.000005853062,0.00001595607,0.0007228083,0.0003330032,0.96989894,0.0005439547,0.027198225,0.00023849768],"about_ca_topic_score_codex":0.000009473342,"about_ca_topic_score_gemma":6.9350654e-7,"teacher_disagreement_score":0.026565801,"about_ca_system_score_codex":0.00006377075,"about_ca_system_score_gemma":0.00007282686,"threshold_uncertainty_score":0.99193984},"labels":[],"label_agreement":null},{"id":"W4318975371","doi":"10.1557/s43580-023-00491-8","title":"Rheological characterization of Ramon starch (Brosimum alicastrum) suspensions with potential use for food-packaging film","year":2023,"lang":"en","type":"article","venue":"MRS Advances","topic":"Food composition and properties","field":"Nursing","cited_by":2,"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":"International Development Research Centre","keywords":"Starch; Materials science; Rheology; Dispersity; Swelling; Distilled water; Viscoelasticity; Extraction (chemistry); Food science; Composite material; Polymer chemistry; Chromatography; Chemistry","score_opus":0.03379316564111756,"score_gpt":0.2727163051335432,"score_spread":0.23892313949242566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318975371","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":[0.9961144,0.00004779176,0.0016230369,0.0012370659,0.0003805906,0.0003217378,0.00009383958,0.0001474829,0.000034093595],"genre_scores_gemma":[0.99778634,0.000035557492,0.0015408229,0.00015701052,0.00006361445,0.000034897956,0.00022920291,0.000019015448,0.0001335466],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999151,0.000057198864,0.00018749468,0.00020903793,0.00016245707,0.00023279259],"domain_scores_gemma":[0.99952734,0.00009525151,0.000092552225,0.00013655642,0.00010412081,0.00004419162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007478916,0.00011083084,0.00017193297,0.00009596298,0.00017854953,0.00004798553,0.0000904107,0.00004218923,0.00003122388],"category_scores_gemma":[0.000037343343,0.00008301458,0.000050319246,0.00023611229,0.000106792606,0.00035736457,0.000034842953,0.00007192913,0.0000064898986],"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":[0.0066841864,0.000103870865,0.0066936677,0.00012663304,0.000038464066,0.0000051339816,0.0005816854,0.0030674117,0.96240646,0.0004018342,0.00019800056,0.019692656],"study_design_scores_gemma":[0.004516376,0.025917193,0.16651464,0.0006856789,0.00016711465,0.000041789703,0.0016724353,0.047815833,0.6541235,0.0020536564,0.09537891,0.0011128959],"about_ca_topic_score_codex":0.0000051449088,"about_ca_topic_score_gemma":0.00002551989,"teacher_disagreement_score":0.30828297,"about_ca_system_score_codex":0.000013355715,"about_ca_system_score_gemma":0.000009045597,"threshold_uncertainty_score":0.33852363},"labels":[],"label_agreement":null},{"id":"W4327935672","doi":"10.1557/s43580-023-00537-x","title":"Application of molasses in improving water purification efficiency of diatomaceous earth waste ceramic membranes","year":2023,"lang":"en","type":"article","venue":"MRS Advances","topic":"Fluoride Effects and Removal","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Engineering and Physical Sciences Research Council; Centrum för naturkatastrofslära, Uppsala Universitet","keywords":"Membrane; Filtration (mathematics); Materials science; Nanofiltration; Activated carbon; Wastewater; Ultrafiltration (renal); Waste management; Portable water purification; Ceramic membrane; Chemical engineering; Pulp and paper industry; Ceramic; Environmental engineering; Chromatography; Composite material; Chemistry; Adsorption; Environmental science; Organic chemistry","score_opus":0.003672080972057926,"score_gpt":0.2156135671981529,"score_spread":0.21194148622609496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327935672","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":[0.99844956,0.00022802694,0.00051277864,0.000043042764,0.00007671993,0.00021219946,0.0000022894235,0.000025787256,0.00044961457],"genre_scores_gemma":[0.9994399,0.00012807039,0.0002705931,0.000004307184,0.000013505337,0.000017384013,0.0000064726346,0.000006946824,0.000112812646],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992546,0.000025468196,0.0001995091,0.00018518967,0.00017765617,0.0001576083],"domain_scores_gemma":[0.99970365,0.000048797625,0.000076983306,0.00014592234,0.0000058510777,0.000018797045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002036162,0.00006892503,0.00011624994,0.00005967465,0.000032513097,0.000004837387,0.00012680356,0.000028451454,0.00002491997],"category_scores_gemma":[0.000018349436,0.00004743693,0.000026814558,0.0003057547,0.0001002412,0.00016481333,0.000052619554,0.000040225717,0.000057177695],"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":[0.000010268094,0.000036492114,0.010040794,0.00009864895,0.0000011579432,0.0000011161012,0.0002540781,0.044666104,0.8767756,0.00002226811,0.0000023225239,0.06809112],"study_design_scores_gemma":[0.0001836977,0.000058746118,0.029143373,0.000013808219,0.000004181956,0.0000011774142,0.00015829182,0.050059255,0.9191436,0.00023509777,0.0009081723,0.00009059833],"about_ca_topic_score_codex":0.00023660918,"about_ca_topic_score_gemma":0.00008858747,"teacher_disagreement_score":0.06800052,"about_ca_system_score_codex":0.000016940272,"about_ca_system_score_gemma":0.0000033767096,"threshold_uncertainty_score":0.1934422},"labels":[],"label_agreement":null},{"id":"W4379780321","doi":"10.1557/s43580-023-00593-3","title":"Stacked rigid and compliant dielectric structures for increasing force range in soft capacitive sensors","year":2023,"lang":"en","type":"article","venue":"MRS Advances","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","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":"University of British Columbia","funders":"","keywords":"Capacitive sensing; Materials science; Shear force; Capacitance; Dielectric; Normal force; Electrode; Shear (geology); Acoustics; Composite material; Optoelectronics; Mechanics; Electrical engineering; Physics; Engineering","score_opus":0.01709912172081874,"score_gpt":0.2521939402947692,"score_spread":0.23509481857395048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379780321","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":[0.9939835,0.0010227963,0.0037349765,0.000019010127,0.00023203518,0.00019109121,0.000052194366,0.00037225374,0.00039214015],"genre_scores_gemma":[0.995286,0.00055149326,0.0038720602,0.000017114387,0.00007982682,0.000027197246,0.000028972985,0.000039502727,0.00009784906],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991735,0.000026119606,0.00017580776,0.00019715232,0.00007566613,0.00035170393],"domain_scores_gemma":[0.99949145,0.00032242708,0.00003225372,0.000081296224,0.000021548747,0.000051037176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012553018,0.00015998419,0.00024569067,0.00011397612,0.00009966191,0.00003281123,0.000059321323,0.000046754776,0.0000067221285],"category_scores_gemma":[0.00015138446,0.0001558059,0.000025146324,0.00020938205,0.00005364031,0.00019666205,0.0000142969775,0.00006921419,0.000004160361],"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":[0.00021073813,0.000008782732,0.0016817824,0.00057330605,0.000041386014,0.000042782092,0.0017780438,0.8101725,0.15252328,0.0013702452,0.00014356466,0.031453576],"study_design_scores_gemma":[0.007812946,0.0004745367,0.10023677,0.0008432435,0.00010613957,0.00015112272,0.0049961777,0.47930586,0.18653762,0.17889453,0.03714983,0.0034912126],"about_ca_topic_score_codex":0.00005437076,"about_ca_topic_score_gemma":0.0001398808,"teacher_disagreement_score":0.33086666,"about_ca_system_score_codex":0.000030639512,"about_ca_system_score_gemma":0.0000040837044,"threshold_uncertainty_score":0.63535804},"labels":[],"label_agreement":null},{"id":"W4391971206","doi":"10.1557/s43580-024-00798-0","title":"Reshaping surface dynamics in Kapton® substrate for advanced printed electronics: An investigation of intense pulsed light, laser and plasma treatments","year":2024,"lang":"en","type":"article","venue":"MRS Advances","topic":"Electrohydrodynamics and Fluid Dynamics","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":"École de Technologie Supérieure; Université du Québec à Trois-Rivières","funders":"Fondation de l’UQTR","keywords":"Materials science; Kapton; Substrate (aquarium); Plasma; Optoelectronics; Laser; Nanotechnology; Electronics; Optics; Polyimide; Electrical engineering","score_opus":0.005965948107121043,"score_gpt":0.22733896023882008,"score_spread":0.22137301213169905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391971206","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":[0.99165606,0.005099452,0.0023089906,0.00007544074,0.0001610679,0.00038377187,0.000055043656,0.00016949554,0.000090699614],"genre_scores_gemma":[0.9948087,0.0019182824,0.0029126555,0.000009675149,0.000014071345,0.000040585135,0.00015707775,0.000058708778,0.00008025735],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99887824,0.000020010777,0.0003456213,0.000313491,0.00009680917,0.00034583747],"domain_scores_gemma":[0.99959356,0.00008856652,0.000042731746,0.0001558627,0.000051303,0.00006797206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014849956,0.00022083595,0.0002556726,0.00015598307,0.000037059872,0.000042854856,0.00009843064,0.00008862366,0.0000012328808],"category_scores_gemma":[0.000013633392,0.00022060674,0.000043133103,0.00032692496,0.00006170588,0.0004940812,0.000014022531,0.00017319425,7.1800343e-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":[0.00027099383,0.000048902817,0.006259077,0.0009966828,0.00019272669,0.000021582937,0.0012212441,0.5963262,0.3648405,0.010108859,0.000007789167,0.019705474],"study_design_scores_gemma":[0.00052694697,0.0002299899,0.0002941177,0.00017420718,0.00002416199,0.0000046783434,0.00016597362,0.9608594,0.03341094,0.004003182,0.00009172744,0.00021468106],"about_ca_topic_score_codex":0.000012623889,"about_ca_topic_score_gemma":0.0026833487,"teacher_disagreement_score":0.36453325,"about_ca_system_score_codex":0.00034416778,"about_ca_system_score_gemma":0.000038713406,"threshold_uncertainty_score":0.8996082},"labels":[],"label_agreement":null},{"id":"W4394934033","doi":"10.1557/s43580-024-00849-6","title":"Effect of crystallinity on permeation and quercetin release of biologic chitosan/ramon starch bioactive films","year":2024,"lang":"en","type":"article","venue":"MRS Advances","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Materials science; Chitosan; Crystallinity; Permeation; Quercetin; Starch; Chemical engineering; Polymer science; Food science; Organic chemistry; Composite material; Membrane; Biochemistry; Chemistry","score_opus":0.00678154689603243,"score_gpt":0.28387711035325586,"score_spread":0.2770955634572234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394934033","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":[0.9968612,0.0016437778,0.00011487938,0.00002707335,0.00025180684,0.00028585398,0.00010909563,0.0000620781,0.0006441969],"genre_scores_gemma":[0.9988618,0.0001695797,0.0008779458,0.0000069441635,0.000026123716,0.000015523021,0.000015382351,0.000010832333,0.0000158982],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99890053,0.00021467527,0.00023862616,0.00030412446,0.00018099506,0.00016104698],"domain_scores_gemma":[0.9991248,0.000543604,0.000112680435,0.00015365594,0.000024893805,0.000040368574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004188142,0.0001389061,0.00025695487,0.00011967167,0.000053650034,0.00002615153,0.00011126566,0.00005150692,0.000061348335],"category_scores_gemma":[0.00012537176,0.000099718505,0.000053241405,0.00018585763,0.00020911421,0.00021042813,0.000048087375,0.000099345445,0.000008786759],"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":[0.000412856,0.000024337025,0.0018809877,0.00044466718,0.000007843094,0.000003921346,0.00030420374,0.00026404596,0.9900919,0.00015679785,0.0000057630555,0.0064026862],"study_design_scores_gemma":[0.00020132659,0.002520472,0.0014394263,0.0002818879,0.000020649592,0.000002703067,0.00007149215,0.0003842781,0.9946012,0.00020853727,0.00016649088,0.00010154041],"about_ca_topic_score_codex":0.00008668779,"about_ca_topic_score_gemma":0.00001084978,"teacher_disagreement_score":0.006301146,"about_ca_system_score_codex":0.000017916249,"about_ca_system_score_gemma":0.000022075756,"threshold_uncertainty_score":0.40664026},"labels":[],"label_agreement":null},{"id":"W4398202760","doi":"10.1557/s43580-024-00880-7","title":"Microbial decontamination of barn surfaces using engineered water nanostructures (EWNS)","year":2024,"lang":"en","type":"article","venue":"MRS Advances","topic":"Electrohydrodynamics and Fluid Dynamics","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":"Genome Prairie; University of Saskatchewan","funders":"Agrivita Canada; Consejo Nacional de Ciencia y Tecnología; Canadian Bureau for International Education; University of Saskatchewan","keywords":"Materials science; Human decontamination; Barn; Nanotechnology; Waste management; Civil engineering; Engineering","score_opus":0.002879471080225236,"score_gpt":0.20018280613300565,"score_spread":0.19730333505278042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398202760","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":[0.9751314,0.007348915,0.016106442,0.000013116353,0.00092792837,0.00007442086,0.00003118643,0.00016511869,0.00020146191],"genre_scores_gemma":[0.99680966,0.00046442973,0.0025281499,0.000004123439,0.000060799044,0.0000021251237,0.00003536165,0.00003561409,0.0000597298],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993571,0.0000075199573,0.00019524423,0.00013774323,0.000087176486,0.0002152011],"domain_scores_gemma":[0.9998196,0.000025559251,0.000010595465,0.00009401009,0.000025431935,0.000024835357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000061020626,0.00013659059,0.00014930496,0.000120685036,0.000029232873,0.000039024795,0.00009229933,0.00006191862,0.000022498487],"category_scores_gemma":[0.0000045792294,0.000110260466,0.000052998555,0.00012341658,0.000025813315,0.00023343418,0.000014808664,0.000095621246,0.000003963985],"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":[0.000002171117,0.0000023715413,0.000054704098,0.00014984212,0.000025715415,0.0000036033323,0.00017304893,0.30302024,0.69276017,0.00042625229,0.000013166119,0.0033687125],"study_design_scores_gemma":[0.00006592018,0.000015906264,0.000078738805,0.000043528937,0.000015919273,0.000008830911,0.000014617764,0.71912116,0.27798966,0.0005659936,0.0019462394,0.00013348016],"about_ca_topic_score_codex":0.000011676164,"about_ca_topic_score_gemma":0.000055939377,"teacher_disagreement_score":0.41610095,"about_ca_system_score_codex":0.00005901593,"about_ca_system_score_gemma":0.0000093085755,"threshold_uncertainty_score":0.44962913},"labels":[],"label_agreement":null},{"id":"W4402981773","doi":"10.1557/s43580-024-00946-6","title":"Bayesian statistical model for quantifying defects in monolayer MoS2","year":2024,"lang":"en","type":"article","venue":"MRS Advances","topic":"2D Materials and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Government of Ontario","keywords":"Materials science; Monolayer; Statistical model; Bayesian probability; Statistical physics; Nanotechnology; Artificial intelligence; Computer science","score_opus":0.04651566665853513,"score_gpt":0.3555389300320613,"score_spread":0.30902326337352615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402981773","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":[0.36484745,0.000987274,0.6329534,0.0001611132,0.00029039523,0.00025368968,0.00014180584,0.00010361383,0.00026123054],"genre_scores_gemma":[0.9393537,0.00006580694,0.060087968,0.000051089697,0.000062320345,0.00026308547,0.000009445644,0.000017026217,0.0000895353],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99917775,0.000014966833,0.00019424946,0.0002950581,0.00008633966,0.00023163592],"domain_scores_gemma":[0.99965465,0.00014265196,0.00002285841,0.00012210027,0.000015465246,0.000042259155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019486582,0.00009263399,0.00013412647,0.00004282533,0.00007145363,0.00014290806,0.00011149387,0.000032504442,0.00008267443],"category_scores_gemma":[0.00003472744,0.000078091776,0.000024214287,0.00008747076,0.000027714374,0.00025398892,0.000026821228,0.00003739968,0.00007049453],"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":[0.00002204927,0.000034170847,0.00007154639,0.00023755254,0.0000017065587,0.0000049078067,0.00023689224,0.01400072,0.8628671,0.11743909,0.0004104724,0.0046737655],"study_design_scores_gemma":[0.00019598438,0.000035423265,0.00010895457,0.00009936151,0.000013165645,0.0000024964177,0.00007971315,0.71912295,0.1482369,0.12002315,0.01184335,0.000238557],"about_ca_topic_score_codex":0.000018450837,"about_ca_topic_score_gemma":0.00010956082,"teacher_disagreement_score":0.71463025,"about_ca_system_score_codex":0.000025336134,"about_ca_system_score_gemma":0.00003688938,"threshold_uncertainty_score":0.31844902},"labels":[],"label_agreement":null},{"id":"W4407385496","doi":"10.1557/s43580-025-01184-0","title":"Bioinspired hierarchical additive construction of gold ‘snowflakes’","year":2025,"lang":"en","type":"article","venue":"MRS Advances","topic":"Nanocluster Synthesis and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Materials science; Snowflake; Nanotechnology; Meteorology","score_opus":0.0066193239699106525,"score_gpt":0.256689801825381,"score_spread":0.2500704778554703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407385496","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":[0.9117663,0.0016621816,0.029403618,0.002056127,0.0010612605,0.000438298,0.00032617676,0.00015708731,0.05312896],"genre_scores_gemma":[0.97050065,0.00015719201,0.028319322,0.00011054791,0.00006274744,0.00007511453,0.000007780047,0.000005496048,0.00076113024],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993592,0.000031995198,0.00020399367,0.00019214736,0.00009660878,0.00011606229],"domain_scores_gemma":[0.99953616,0.00012507624,0.00008975776,0.00017340407,0.000050594983,0.000024998468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008621155,0.00007029593,0.00014557705,0.00006120997,0.000065868444,0.00001916467,0.00015404099,0.000032077212,0.00014114832],"category_scores_gemma":[0.000048027447,0.000059399048,0.0000387722,0.0002058791,0.0002647093,0.00014911706,0.00004080593,0.000037756785,0.000028542787],"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":[0.000036315043,0.00007627901,0.0007934841,0.000042532276,0.0000075648654,6.4795825e-7,0.00008910087,0.000019767087,0.7181743,0.09674584,0.0011857513,0.18282846],"study_design_scores_gemma":[0.00016944554,0.000023460694,0.00139968,0.000064076754,0.000012459342,0.0000014536522,0.00015124578,0.000045891975,0.8611553,0.010066519,0.12682788,0.00008264853],"about_ca_topic_score_codex":0.000009354576,"about_ca_topic_score_gemma":0.000019874502,"teacher_disagreement_score":0.18274581,"about_ca_system_score_codex":0.000014721336,"about_ca_system_score_gemma":0.000038946553,"threshold_uncertainty_score":0.24222228},"labels":[],"label_agreement":null},{"id":"W4409180601","doi":"10.1557/s43580-025-01230-x","title":"Plasma and beam modeling of low-temperature plasma ion sources","year":2025,"lang":"en","type":"article","venue":"MRS Advances","topic":"Plasma Diagnostics and Applications","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":"Pacific Insight Electronics (Canada)","funders":"","keywords":"Materials science; Plasma; Ion beam; Ion; Engineering physics; Beam (structure); Atomic physics; Nuclear physics; Optics; Physics","score_opus":0.003810231956142791,"score_gpt":0.2044917296171086,"score_spread":0.2006814976609658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409180601","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":[0.9957753,0.0015422221,0.00060523686,0.00006935691,0.00013169876,0.000079022575,0.000026867345,0.00007239884,0.0016978947],"genre_scores_gemma":[0.9971951,0.001413776,0.0012438948,0.000013787009,0.000027404874,0.000023540415,0.000009103746,0.000008650198,0.000064708176],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99959046,0.0000022229428,0.00013436688,0.00011147591,0.000055947396,0.00010555552],"domain_scores_gemma":[0.9997604,0.00007979881,0.000015810276,0.00009407913,0.00002310154,0.000026811898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000027448841,0.000088171786,0.00011880875,0.000058716585,0.000055787856,0.000020914573,0.000075144744,0.000049711067,0.0000019442423],"category_scores_gemma":[0.000017144885,0.00008436337,0.000019568384,0.0001312672,0.000026107175,0.00008411745,0.000020232897,0.00008311857,0.0000025143793],"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":[0.000003882646,0.0000147467235,0.00035343968,0.00014428853,0.000016089722,4.870718e-7,0.00008760656,0.9647747,0.029795673,0.0018344619,0.00016637077,0.002808205],"study_design_scores_gemma":[0.00025959412,0.000011216982,0.00013697337,0.00018103798,0.000015854905,0.0000013007243,0.0002049065,0.60189974,0.38841784,0.0015856314,0.007146142,0.00013979684],"about_ca_topic_score_codex":0.0000030942824,"about_ca_topic_score_gemma":0.000023327066,"teacher_disagreement_score":0.36287504,"about_ca_system_score_codex":0.00000820049,"about_ca_system_score_gemma":0.000006934899,"threshold_uncertainty_score":0.34402382},"labels":[],"label_agreement":null},{"id":"W4413190827","doi":"10.1557/s43580-025-01345-1","title":"Advancing liquid-phase electron microscopy: Low-voltage electron microscopy paired with graphene liquid cells","year":2025,"lang":"en","type":"article","venue":"MRS Advances","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; CHO America (Canada)","funders":"","keywords":"Materials science; Electron microscope; Graphene; Microscopy; Nanotechnology; Energy filtered transmission electron microscopy; Transmission electron microscopy; Optics; Scanning transmission electron microscopy; Physics","score_opus":0.0027853913120127745,"score_gpt":0.3161065661369164,"score_spread":0.3133211748249036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413190827","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":[0.730723,0.011904554,0.255442,0.0002514579,0.000114029965,0.00084079197,0.000061579995,0.00019152308,0.0004710636],"genre_scores_gemma":[0.94480985,0.010747768,0.038179424,0.0018385978,0.00024034822,0.0006773481,0.0005299809,0.00015889581,0.0028177646],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99703044,0.000055736808,0.0004954768,0.001097633,0.0001738678,0.001146878],"domain_scores_gemma":[0.9985506,0.000029312167,0.00026189434,0.00083292206,0.00017136589,0.00015390749],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018315688,0.00056103524,0.0004481269,0.00016381447,0.00043118233,0.00006125349,0.0005398135,0.0002359619,0.000016002741],"category_scores_gemma":[0.000023584906,0.0005323073,0.00016830728,0.000634383,0.00026320963,0.00004281731,0.00012994789,0.0003533037,0.000008423278],"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":[0.0019846924,0.00031004284,0.00005059831,0.000079435726,0.00006118311,0.0000036006877,0.000016651276,0.00020472848,0.99386466,0.0002862511,0.002002597,0.0011355599],"study_design_scores_gemma":[0.00096500485,0.0028628672,0.000004106901,0.00009093819,0.000042470845,0.000007375714,0.00003356721,0.000011731806,0.7622536,0.00025559592,0.23302479,0.00044797006],"about_ca_topic_score_codex":0.000019234509,"about_ca_topic_score_gemma":0.00014580162,"teacher_disagreement_score":0.23161109,"about_ca_system_score_codex":0.00012119748,"about_ca_system_score_gemma":0.00029097684,"threshold_uncertainty_score":0.9997128},"labels":[],"label_agreement":null},{"id":"W4413311733","doi":"10.1557/s43580-025-01362-0","title":"Marine waste-assisted hybrid nano-fertilizers for controlled nutrient release","year":2025,"lang":"en","type":"article","venue":"MRS Advances","topic":"Polymer-Based Agricultural Enhancements","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Government of New Brunswick; Dalhousie University; University of Prince Edward Island","funders":"","keywords":"Materials science; Nano-; Nutrient; Nanotechnology; Waste management; Composite material; Biology; Ecology","score_opus":0.004902895687732722,"score_gpt":0.22131980372045307,"score_spread":0.21641690803272035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413311733","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":[0.9518837,0.011734538,0.015963173,0.0005571496,0.0029560474,0.002267851,0.00011444047,0.00083969795,0.013683409],"genre_scores_gemma":[0.99270856,0.00040565565,0.0012523091,0.00017672766,0.00007064689,0.0006204279,0.0000750877,0.000020462203,0.004670103],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99888575,0.000016084558,0.00034539113,0.00024154136,0.00014372927,0.00036752762],"domain_scores_gemma":[0.99948615,0.00013652867,0.000055036075,0.00018524745,0.000056220077,0.0000808032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006216844,0.00022893971,0.00037442864,0.000081306556,0.000093788796,0.000030470062,0.00017780309,0.000036426667,0.000046677098],"category_scores_gemma":[0.00007788529,0.0001714641,0.0001407026,0.00021788018,0.000030444717,0.00018354222,0.000036233556,0.000078942496,0.000013192167],"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":[0.0037704443,0.00047577755,0.0006443088,0.0012474485,0.00087044016,0.000030731473,0.00006844389,0.03925872,0.45011866,0.0018951617,0.026147243,0.47547263],"study_design_scores_gemma":[0.013752862,0.00014346445,0.00049905194,0.0002239231,0.00013991949,0.0000023712641,0.0001722017,0.014799149,0.8325625,0.0011054403,0.13605905,0.0005400487],"about_ca_topic_score_codex":0.000010212277,"about_ca_topic_score_gemma":0.000023012635,"teacher_disagreement_score":0.47493258,"about_ca_system_score_codex":0.00013533834,"about_ca_system_score_gemma":0.000019140902,"threshold_uncertainty_score":0.6992103},"labels":[],"label_agreement":null}]}