{"meta":{"query_hash":"1fedc9dee2c7","filters":{"venue":"Journal of Material Science & Engineering"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/1fedc9dee2c7","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Material+Science+%26+Engineering"},"results":[{"id":"W2521989654","doi":"","title":"Exploration of an electron work function - based strategy for tailoring materials","year":2014,"lang":"en","type":"article","venue":"Journal of Material Science & Engineering","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Work function; Work (physics); Electron; Materials science; Material Design; Function (biology); Material properties; Alloy; Tribology; Nanotechnology; Statistical physics; Physics; Composite material; Thermodynamics; Quantum mechanics","score_opus":0.018754839882451878,"score_gpt":0.2735200735339838,"score_spread":0.2547652336515319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2521989654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57283187,0.023772024,0.33548325,0.0022022766,0.00055088743,0.0006772562,0.0004980763,0.0011231926,0.062861234],"genre_scores_gemma":[0.8885216,0.011221444,0.091528654,0.00044724793,0.000056863206,0.00034889867,0.00017203555,0.000113590206,0.007589588],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999002,0.000013661128,0.000007973186,0.000028938679,0.00002565175,0.000023528886],"domain_scores_gemma":[0.9998636,0.00004959459,0.000023295936,0.00002907566,0.000019413668,0.000015037602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004310725,0.0006410839,0.00040127174,0.00045266372,0.00038347946,0.0008520838,0.00066360435,0.0006519461,0.0019286907],"category_scores_gemma":[0.00039807946,0.00033239252,0.00029417808,0.00035380066,0.00053220824,0.0013146721,0.0006943386,0.0010267767,0.00065546733],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014736904,0.00025616997,0.00054557575,0.0006742065,0.00002978943,0.0002740775,0.00011061309,0.004905913,0.8859384,0.04803438,0.0009896621,0.058093883],"study_design_scores_gemma":[0.000050977003,0.00074420974,0.0007526971,0.00009261975,0.000045350695,0.00034878976,0.000111816364,0.024399055,0.9236715,0.014395306,0.035334952,0.000052707408],"about_ca_topic_score_codex":0.00019941591,"about_ca_topic_score_gemma":0.00046263845,"teacher_disagreement_score":0.0019286907,"about_ca_system_score_codex":0.00038576356,"about_ca_system_score_gemma":0.00028853022,"threshold_uncertainty_score":0.0064520836},"labels":[],"label_agreement":null},{"id":"W2531167731","doi":"","title":"Nano-engineered natural fiber in biocomposites and bisorption","year":2015,"lang":"en","type":"article","venue":"Journal of Material Science & Engineering","topic":"Dyeing and Modifying Textile Fibers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Biocomposite; Materials science; Synthetic fiber; Thermal stability; Flammability; Natural fiber; Environmentally friendly; Composite material; Nanotechnology; Chemical engineering; Fiber; Composite number; Engineering","score_opus":0.009240378652729265,"score_gpt":0.20664229780793367,"score_spread":0.19740191915520441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531167731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.976483,0.0027879993,0.014707502,0.00008542708,0.00007423207,0.000049244136,0.00016374934,0.00016377076,0.0054851756],"genre_scores_gemma":[0.97894764,0.0015581514,0.01328521,0.000043346092,0.000009558803,0.000049187027,0.000111394875,0.000025280515,0.0059701945],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999448,0.0000049956193,0.0000035180497,0.000014499623,0.000019948908,0.00001218571],"domain_scores_gemma":[0.99997866,0.0000029073194,0.000005349914,0.0000023591595,0.0000061485002,0.000004462788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000082831946,0.00026363818,0.000111496265,0.00015284016,0.00011589326,0.00017696925,0.00013707935,0.00025695303,0.00053666014],"category_scores_gemma":[0.000051713083,0.00012614661,0.0001977359,0.0000986145,0.00010448688,0.00025301473,0.00012947296,0.00023107753,0.00024872928],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013001541,0.000016575408,0.00006340988,0.00004611645,0.0000028852485,0.000036910616,0.0000089757405,0.00016648132,0.9977842,0.0001345358,0.000034879216,0.001692078],"study_design_scores_gemma":[0.0000024752605,0.00010329075,0.00066262705,0.0000057534467,0.000006100751,0.00007141665,0.000013198714,0.001332566,0.99448264,0.000057698402,0.003257859,0.0000044507806],"about_ca_topic_score_codex":0.00060319866,"about_ca_topic_score_gemma":0.0014769885,"teacher_disagreement_score":0.00060319866,"about_ca_system_score_codex":0.00020574594,"about_ca_system_score_gemma":0.0000908172,"threshold_uncertainty_score":0.0017952919},"labels":[],"label_agreement":null},{"id":"W2531450772","doi":"","title":"A review of light scattering by metallic nanostructures","year":2015,"lang":"en","type":"review","venue":"Journal of Material Science & Engineering","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Surface plasmon polariton; Nanostructure; Light scattering; Scattering; Plasmon; Surface plasmon; Nanophotonics; Materials science; Nanosensor; Photon; Nanomaterials; Nanowire; Localized surface plasmon; Nanotechnology; Optics; Optoelectronics; Physics","score_opus":0.02233702183411503,"score_gpt":0.2899806607025988,"score_spread":0.2676436388684838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531450772","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015775253,0.99805,0.0001558736,0.00018943376,0.0003783514,0.000004417512,0.000015979474,0.000006358778,0.0010418635],"genre_scores_gemma":[0.00075402786,0.9976609,0.00021014514,0.00017899432,0.0003803332,0.000007172895,0.00002631946,0.0000017199867,0.00078047864],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997687,0.00002837709,0.000041000607,0.00004493084,0.00009359105,0.000023488466],"domain_scores_gemma":[0.99970216,0.00012011237,0.000043895132,0.0000105496,0.00009284202,0.000030437415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040676538,0.0010313635,0.001257034,0.003150494,0.0003762333,0.00079734623,0.0008519771,0.0010279323,0.0039096503],"category_scores_gemma":[0.0006043882,0.00045333197,0.0005175706,0.0031856722,0.00038531685,0.0013089597,0.0006115154,0.0012934549,0.002379193],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006365262,0.00012011184,0.000286992,0.031795774,0.00010442577,0.0004504515,0.0001341635,0.00061622204,0.0049501895,0.006023136,0.056273483,0.8991813],"study_design_scores_gemma":[0.0000068479726,0.000092430615,0.00069234497,0.0026803536,0.0000496357,0.0012009607,0.000042492404,0.000070075104,0.00076639187,0.0011891564,0.9931891,0.000020178893],"about_ca_topic_score_codex":0.0009716104,"about_ca_topic_score_gemma":0.0013332779,"teacher_disagreement_score":0.0039096503,"about_ca_system_score_codex":0.0006024397,"about_ca_system_score_gemma":0.00078616844,"threshold_uncertainty_score":0.013079047},"labels":[],"label_agreement":null},{"id":"W2539420978","doi":"","title":"Development of Synthetically Engineered Sorbent Materials for Waterborne Contaminants","year":2013,"lang":"en","type":"article","venue":"Journal of Material Science & Engineering","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":0,"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 Saskatchewan","funders":"","keywords":"Sorbent; Sorption; Copolymer; Materials science; Biochemical engineering; Chemistry; Engineering; Organic chemistry; Adsorption; Polymer; Composite material","score_opus":0.007603989383370444,"score_gpt":0.2127096871248954,"score_spread":0.20510569774152496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2539420978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86061364,0.009550629,0.11897365,0.00048066716,0.0002555686,0.0004413585,0.0005117056,0.00060013705,0.00857266],"genre_scores_gemma":[0.83444417,0.009195321,0.1478915,0.00027533228,0.0000749759,0.00023687546,0.000790989,0.00013822781,0.006952633],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999864,0.000018406863,0.000009754839,0.000026527732,0.000059893755,0.000021498101],"domain_scores_gemma":[0.99986565,0.000029530665,0.000038667098,0.000010874733,0.0000312984,0.000023919085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002643777,0.0004837061,0.00024331726,0.0003770918,0.00012393619,0.00034434875,0.00032282804,0.0006074613,0.00060621754],"category_scores_gemma":[0.0002648207,0.00028302587,0.00026770734,0.00018121548,0.00024841548,0.0004717393,0.00023760788,0.0006609235,0.00052348647],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009540575,0.000038112285,0.00003738133,0.00009054167,0.0000044698377,0.000050263763,0.00001010137,0.0003461464,0.9951108,0.00054967985,0.000034359942,0.0037185473],"study_design_scores_gemma":[0.0000060904204,0.00011148672,0.0001420868,0.00000570415,0.0000048468605,0.000086945765,0.000005676831,0.00093701226,0.99543804,0.0000747967,0.0031820338,0.0000053615076],"about_ca_topic_score_codex":0.0001834026,"about_ca_topic_score_gemma":0.00043928626,"teacher_disagreement_score":0.0006074613,"about_ca_system_score_codex":0.00032769737,"about_ca_system_score_gemma":0.00033268452,"threshold_uncertainty_score":0.0023775697},"labels":[],"label_agreement":null},{"id":"W2884822569","doi":"10.4172/2169-0022-c9-115","title":"Nanostructuring of III-V semiconductors with in situ passivated surfaces","year":2018,"lang":"en","type":"article","venue":"Journal of Material Science & Engineering","topic":"Nanowire Synthesis and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"In situ; Semiconductor; Nanotechnology; Materials science; Passivation; Engineering physics; Engineering; Chemistry; Optoelectronics","score_opus":0.0043650029909321686,"score_gpt":0.19158971420137422,"score_spread":0.18722471121044204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884822569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910315,0.0004784225,0.003861731,0.00008501919,0.00010531018,0.000018100765,0.00011238502,0.000113943825,0.004193574],"genre_scores_gemma":[0.99249774,0.00039419552,0.0037004377,0.000023693427,0.000015151838,0.000012435673,0.00010269944,0.00004069226,0.0032129856],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999187,0.00000372721,0.000005400175,0.000020202828,0.000029991546,0.00002199097],"domain_scores_gemma":[0.99994564,0.00001019563,0.000015142223,0.000014727761,0.000008611797,0.0000057413795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000072600786,0.00023073253,0.00021159746,0.00012643081,0.00024225522,0.00038026136,0.00032096682,0.00029365014,0.0008006564],"category_scores_gemma":[0.000116063675,0.00026094192,0.00024329108,0.00009805965,0.00018654903,0.00016960956,0.00019619106,0.00027658793,0.00029529814],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013312107,0.0000066499715,0.00007278946,0.000024654044,0.0000036114534,0.000039002807,0.000024981347,0.00018373781,0.99865866,0.0001507114,0.000042655654,0.00077918917],"study_design_scores_gemma":[0.0000039813426,0.000045137484,0.00085089926,0.0000030819704,0.0000042247843,0.000047248446,0.000028178943,0.0009389216,0.99696237,0.00009459414,0.0010187,0.0000026724372],"about_ca_topic_score_codex":0.00053973834,"about_ca_topic_score_gemma":0.0012431353,"teacher_disagreement_score":0.0008006564,"about_ca_system_score_codex":0.00025062938,"about_ca_system_score_gemma":0.00014500156,"threshold_uncertainty_score":0.0026785135},"labels":[],"label_agreement":null}]}