{"meta":{"query_hash":"c91b57a3fd34","filters":{"venue":"Journal of Engineered Fibers and Fabrics"},"cohort_total":13,"direct_labels_cover":0,"predictions_cover":13,"exported":13,"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/c91b57a3fd34","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Engineered+Fibers+and+Fabrics"},"results":[{"id":"W1592357381","doi":"10.1177/155892500700200204","title":"Application of Nanofiber Technology to Nonwoven Thermal Insulation","year":2007,"lang":"en","type":"article","venue":"Journal of Engineered Fibers and Fabrics","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Nanofiber; Composite material; Thermal insulation; Polyacrylonitrile; Thermal radiation; Fiber; Micrometer; Thermal; Thermal transfer; Heat transfer; Glass fiber; Textile; Polymer; Layer (electronics); Optics","score_opus":0.007275936187543401,"score_gpt":0.25902508571696004,"score_spread":0.2517491495294166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1592357381","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":[0.89810866,0.00010165073,0.10112233,0.00021467754,0.00022511762,0.0000809866,0.000006932131,0.000007936763,0.00013173542],"genre_scores_gemma":[0.98540354,0.000009029837,0.014432747,0.000030690324,0.00009453607,0.000001320621,0.0000010636332,0.000007235593,0.000019853156],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992713,0.000009186933,0.00038200963,0.00006909057,0.00015588189,0.00011254624],"domain_scores_gemma":[0.99939626,0.00004922179,0.0002114994,0.00009386949,0.00019124047,0.00005787652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006166268,0.00006303282,0.00015578105,0.00021474445,0.00002971281,0.0000148957615,0.00009164762,0.00007642216,0.00004043817],"category_scores_gemma":[0.00006808399,0.00005240552,0.000026783708,0.0002278146,0.000024920813,0.00009205768,0.000023632827,0.0000471406,0.00000707241],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030411593,0.000021135209,0.00033853293,0.000011284801,0.0000051788115,9.153168e-7,0.00023953534,0.0024335915,0.9879933,0.0008759592,0.000046639252,0.00800352],"study_design_scores_gemma":[0.0010752154,0.00058357586,0.14445509,0.000078258905,0.00008490941,0.00009787674,0.0003968527,0.0022910591,0.84092563,0.0014999592,0.008233208,0.00027838926],"about_ca_topic_score_codex":0.000005054413,"about_ca_topic_score_gemma":9.919446e-7,"teacher_disagreement_score":0.14706768,"about_ca_system_score_codex":0.000023422646,"about_ca_system_score_gemma":0.000020208383,"threshold_uncertainty_score":0.21370351},"labels":[],"label_agreement":null},{"id":"W2184639917","doi":"10.1177/155892501100600201","title":"Preparation of Solid and Hollow Asphaltene Fibers by Single Step Electrospinning","year":2011,"lang":"en","type":"article","venue":"Journal of Engineered Fibers and Fabrics","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electrospinning; Materials science; Chemical engineering; Scanning electron microscope; Asphaltene; Polymer; Fourier transform infrared spectroscopy; Fiber; Composite material","score_opus":0.01150855470396023,"score_gpt":0.24679502488516794,"score_spread":0.2352864701812077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2184639917","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":[0.8678373,0.002971065,0.1281772,0.00016753351,0.00021086664,0.000157107,0.000031316984,0.000023298133,0.00042429884],"genre_scores_gemma":[0.91495526,0.00039952673,0.08438104,0.000068157184,0.00006339948,0.0000034266307,0.0000039619445,0.000016350099,0.000108886095],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988647,0.000023125682,0.00049047166,0.00014763376,0.00025472476,0.00021934188],"domain_scores_gemma":[0.9991303,0.00007093443,0.00037719525,0.000118823526,0.00015137559,0.00015134706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003938079,0.00012446931,0.0002798897,0.00010357244,0.000060356368,0.000022752487,0.00013975291,0.000103884144,0.00002926896],"category_scores_gemma":[0.00004234311,0.000107050386,0.0000477638,0.00022168997,0.00012623206,0.00019779363,0.000029372515,0.00013795643,9.4300566e-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":[0.00005647281,0.000084388725,0.000086838954,0.00003065303,0.00002616608,0.000002453504,0.0004749146,0.000012636841,0.9932955,0.00027182963,0.003859828,0.0017983253],"study_design_scores_gemma":[0.00085420825,0.0016928625,0.000788592,0.00007961253,0.000106493055,0.00014190559,0.000095676725,0.0013127543,0.99056244,0.0011355061,0.0030008003,0.00022913287],"about_ca_topic_score_codex":0.000008907552,"about_ca_topic_score_gemma":8.452728e-7,"teacher_disagreement_score":0.047117934,"about_ca_system_score_codex":0.000039485403,"about_ca_system_score_gemma":0.0000407894,"threshold_uncertainty_score":0.43653882},"labels":[],"label_agreement":null},{"id":"W2186547083","doi":"10.1177/155892501200700316","title":"Melt-Processing and Properties of Coaxial Fibers Incorporating Carbon Nanotubes","year":2012,"lang":"en","type":"article","venue":"Journal of Engineered Fibers and Fabrics","topic":"Carbon Nanotubes in Composites","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada; National Research Council Canada","funders":"","keywords":"Materials science; Masterbatch; Composite material; Coaxial; Spinning; Carbon nanotube; Melt spinning; Ultimate tensile strength; Polypropylene; Fiber; Modulus; Conductivity; Nanotube; Nanocomposite","score_opus":0.015206287915605438,"score_gpt":0.21523910902218488,"score_spread":0.20003282110657944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186547083","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":[0.98863095,0.010218197,0.0002995554,0.0000654818,0.0005634311,0.000057925758,0.0000038379035,0.000012892984,0.00014773892],"genre_scores_gemma":[0.9914851,0.00010984354,0.008068967,0.000022342227,0.00027951563,8.313471e-7,3.2767286e-7,0.000017054579,0.000016014084],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998859,0.000035859186,0.000492634,0.00009888317,0.00029377788,0.00021985959],"domain_scores_gemma":[0.99918467,0.000081726386,0.00035361352,0.0000929187,0.00015248016,0.0001346205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000601896,0.00014682686,0.0003483763,0.00014594554,0.000060442584,0.00006568916,0.00011660701,0.00008493823,0.0000036741674],"category_scores_gemma":[0.0001360039,0.000113862014,0.000048742426,0.00014636896,0.00014658585,0.00036180927,0.00007857498,0.00015556207,1.8732351e-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":[0.000057712594,0.000030487783,0.0026007232,0.00017241774,0.000016609865,0.0000041362387,0.001720056,0.00025416494,0.99297357,0.00010675171,0.000041624444,0.0020217593],"study_design_scores_gemma":[0.0009291216,0.00032124328,0.0015399341,0.0005666959,0.00014846267,0.0004350816,0.0010282098,0.006063977,0.98815614,0.00017110577,0.0002897264,0.0003503226],"about_ca_topic_score_codex":0.000022105518,"about_ca_topic_score_gemma":0.0000010625516,"teacher_disagreement_score":0.010108353,"about_ca_system_score_codex":0.000034349257,"about_ca_system_score_gemma":0.000047989408,"threshold_uncertainty_score":0.4643158},"labels":[],"label_agreement":null},{"id":"W2900649946","doi":"10.1177/155892501701200405","title":"Carbon Fiber Production from Electrospun Sulfur Free Softwood Lignin Precursors","year":2017,"lang":"en","type":"article","venue":"Journal of Engineered Fibers and Fabrics","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Alberta Innovates Bio Solutions; Alberta Innovates - Technology Futures","keywords":"Softwood; Carbonization; Lignin; Materials science; Composite material; Fiber; Sulfur; Carbon fibers; Chemical engineering; Chemistry; Organic chemistry; Scanning electron microscope; Composite number","score_opus":0.005972716226670999,"score_gpt":0.1871721173142708,"score_spread":0.1811994010875998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900649946","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":[0.9909792,0.0027900126,0.00019204627,0.00024191327,0.0012146139,0.00007499077,0.000021302121,0.00007356861,0.0044123307],"genre_scores_gemma":[0.99469787,0.0006040092,0.0031555933,0.0000092204755,0.0010205125,0.0000018292844,0.0000044324966,0.000041460786,0.00046507875],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99911046,0.0000064250244,0.0003081887,0.00013232758,0.00021168191,0.00023094528],"domain_scores_gemma":[0.99919367,0.0000320278,0.00016056537,0.00038382833,0.00008652057,0.00014338506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013848291,0.00018952487,0.00027538565,0.00006357771,0.000081956336,0.00010878021,0.0003007798,0.00015340885,0.000006264746],"category_scores_gemma":[0.000118740856,0.00017539381,0.000088039524,0.000053553333,0.00003494181,0.00021539327,0.000037837217,0.0004011248,0.0000016343741],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007191393,0.00017536715,0.0044912035,0.00044796153,0.0014064866,0.00019839684,0.0022120357,0.008788243,0.72287804,0.00007858415,0.24494188,0.014309918],"study_design_scores_gemma":[0.0013967133,0.00015371553,0.003189087,0.00021318102,0.0002062538,0.00015034573,0.000099739525,0.002225458,0.9825688,0.0011782673,0.0080931205,0.0005253384],"about_ca_topic_score_codex":0.000012208843,"about_ca_topic_score_gemma":0.0000020912516,"teacher_disagreement_score":0.25969076,"about_ca_system_score_codex":0.00005641233,"about_ca_system_score_gemma":0.000024047175,"threshold_uncertainty_score":0.7152352},"labels":[],"label_agreement":null},{"id":"W2901606132","doi":"10.1177/155892500800300306","title":"Book Review: “Polymer Nanocomposites – Processing, Characterization, and Applications”","year":2008,"lang":"en","type":"article","venue":"Journal of Engineered Fibers and Fabrics","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Characterization (materials science); Materials science; Nanocomposite; Polymer nanocomposite; Polymer; Polymer science; Nanotechnology; Composite material","score_opus":0.006839462408798945,"score_gpt":0.20170237592043053,"score_spread":0.19486291351163157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901606132","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.057957646,0.931149,0.009704853,0.00079996337,0.000092363654,0.00017856531,0.000014628114,0.000021568196,0.00008142165],"genre_scores_gemma":[0.20707506,0.7541206,0.0062999385,0.020132117,0.0012366797,0.00006109049,0.0000395568,0.00009832867,0.010936612],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99926996,0.000017826382,0.0003380507,0.00010209419,0.00014760575,0.00012445464],"domain_scores_gemma":[0.99946076,0.000021803942,0.00021967132,0.000077226905,0.00011706307,0.00010346647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012105097,0.00010932291,0.00023461392,0.0000685361,0.00014005642,0.000044154593,0.00009732823,0.00004130201,0.0000598016],"category_scores_gemma":[0.000007718318,0.000081303006,0.000035253714,0.000111112655,0.00007733061,0.00032747787,0.000026171407,0.00008238275,0.0000029989912],"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":[0.000021561456,0.000039222265,0.00023553523,0.00041405452,0.000013760485,0.000013540762,0.00027994724,0.00000424694,0.9728927,0.000030864925,0.014114876,0.011939668],"study_design_scores_gemma":[0.00039521456,0.0001430724,0.0012902962,0.0005249274,0.000077814904,0.0015020531,0.000010258826,0.00017232816,0.19840097,0.000006683344,0.7972463,0.00023009781],"about_ca_topic_score_codex":0.0000011489846,"about_ca_topic_score_gemma":2.0158467e-8,"teacher_disagreement_score":0.7831314,"about_ca_system_score_codex":0.000008721833,"about_ca_system_score_gemma":0.000036434834,"threshold_uncertainty_score":0.33154404},"labels":[],"label_agreement":null},{"id":"W2901970545","doi":"10.1177/155892501501000310","title":"Cellulose Nanocrystals: Dispersion in Co-Solvent Systems and Effects on Electrospun Polyvinylpyrrolidone Fiber Mats","year":2015,"lang":"en","type":"article","venue":"Journal of Engineered Fibers and Fabrics","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":12,"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":"Polyvinylpyrrolidone; Materials science; Composite material; Dispersion (optics); Nanocomposite; Ultimate tensile strength; Composite number; Cellulose; Solvent; Chemical engineering; Polymer chemistry; Organic chemistry; Chemistry","score_opus":0.015100442773169501,"score_gpt":0.26211645295098934,"score_spread":0.24701601017781985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901970545","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":[0.98298997,0.014376819,0.0016344805,0.00017136234,0.00033496923,0.00021989363,0.0000095898895,0.000013992789,0.00024889965],"genre_scores_gemma":[0.9971687,0.0012616308,0.0010001052,0.000029409315,0.00014918766,0.0000046579107,0.0000016022004,0.000021288854,0.00036339505],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984648,0.000089860114,0.0003793839,0.00018440193,0.00050383067,0.00037771522],"domain_scores_gemma":[0.9990106,0.00026909195,0.0001783871,0.0001190896,0.00012145491,0.0003013293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077484926,0.00018979544,0.00042699405,0.0002291308,0.00004421364,0.000078132645,0.000111469606,0.00008201852,0.000005971326],"category_scores_gemma":[0.00019049547,0.00014273309,0.00004574618,0.00016998682,0.00006371051,0.00021876197,0.000059120863,0.00027005762,0.000008452648],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005355025,0.00017792122,0.00043441163,0.000500645,0.000058665886,0.00057162583,0.0012949251,0.0040568765,0.9840842,0.00032397176,0.005114245,0.0028470359],"study_design_scores_gemma":[0.017905414,0.011104942,0.0066237547,0.0035115967,0.00023339083,0.001511243,0.0031206077,0.014186118,0.8798439,0.0017360838,0.058135375,0.0020875945],"about_ca_topic_score_codex":0.0000140331,"about_ca_topic_score_gemma":8.252469e-7,"teacher_disagreement_score":0.1042403,"about_ca_system_score_codex":0.00018292037,"about_ca_system_score_gemma":0.000050815957,"threshold_uncertainty_score":0.5820486},"labels":[],"label_agreement":null},{"id":"W2944071666","doi":"10.1177/1558925019843225","title":"Fabrication and characterization of electrospun mats of Nylon 6/Silica nanocomposite fibers","year":2019,"lang":"en","type":"article","venue":"Journal of Engineered Fibers and Fabrics","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Electrospinning; Nylon 6; Composite material; Nanofiber; Nanocomposite; Scanning electron microscope; Surface roughness; Porosity; Formic acid; Fiber; Polyamide; Chemical engineering; Polymer; Chromatography; Chemistry","score_opus":0.0032935423075384405,"score_gpt":0.19781202335086645,"score_spread":0.194518481043328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944071666","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":[0.9744361,0.0003813073,0.024455236,0.00024963438,0.00015941926,0.00019070391,0.000027160972,0.000010457456,0.00008998911],"genre_scores_gemma":[0.97744274,0.00060002896,0.02172924,0.00004636616,0.000056248078,0.0000030304752,0.000014625301,0.000015793488,0.0000919283],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987421,0.000028441314,0.00060287927,0.0001512339,0.00030416547,0.00017119819],"domain_scores_gemma":[0.9987288,0.00009848449,0.0006274825,0.00016647924,0.00027655557,0.000102211554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034511002,0.00012398904,0.0003565332,0.00018095138,0.000032034204,0.000021155145,0.00016090217,0.00011108212,0.00003221334],"category_scores_gemma":[0.000021716784,0.00010734132,0.00005820579,0.00034138994,0.00009629389,0.0001925762,0.000035024746,0.00012385822,0.0000023184787],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044096487,0.00004853662,0.00084585976,0.00010142626,0.00001994323,4.5065175e-7,0.00019181614,0.000011993091,0.996281,0.00069538073,0.00010602654,0.0016534304],"study_design_scores_gemma":[0.0007291947,0.00057849096,0.03515029,0.00011755035,0.000074704374,0.0000681301,0.00002645109,0.0009080977,0.9601182,0.0004705412,0.0015918566,0.0001665168],"about_ca_topic_score_codex":0.000004407803,"about_ca_topic_score_gemma":1.6147973e-7,"teacher_disagreement_score":0.03616286,"about_ca_system_score_codex":0.000036959802,"about_ca_system_score_gemma":0.0000463667,"threshold_uncertainty_score":0.43772522},"labels":[],"label_agreement":null},{"id":"W2965763997","doi":"10.1177/1558925019866945","title":"Characterizing and modeling of low twist yarn mechanics","year":2019,"lang":"en","type":"article","venue":"Journal of Engineered Fibers and Fabrics","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Yarn; Twist; Spinning; Stiffness; LOOM; Materials science; Aramid; Composite material; Modulus; Linear regression; Crimp; Linear density; Fiber; Mathematics; Computer science; Statistics; Geometry; Artificial intelligence","score_opus":0.015595140829989073,"score_gpt":0.22733661069246694,"score_spread":0.21174146986247785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965763997","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":[0.98692596,0.00033213306,0.011926623,0.00009078215,0.0005847312,0.000058626094,0.000018193006,0.000006093436,0.00005687499],"genre_scores_gemma":[0.99630255,0.00021751983,0.0033332936,0.000034178753,0.00007737168,4.359056e-7,0.0000013138306,0.000010164015,0.000023147677],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992381,0.000018125069,0.00036838552,0.0000838943,0.00017366996,0.00011783695],"domain_scores_gemma":[0.99947155,0.000037599686,0.0002090096,0.00008431466,0.00012947511,0.000068055386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050744275,0.00008399516,0.0002520754,0.00008147065,0.000028428123,0.000055547272,0.000075066695,0.000054194184,0.0000816055],"category_scores_gemma":[0.00004406236,0.000069582646,0.000037091926,0.000058424685,0.000011309878,0.00019414148,0.000034729495,0.000074756754,0.000003297691],"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":[0.000023966955,0.000016151736,0.000034053035,0.000111623434,0.000010863141,0.0000020589985,0.0005525989,0.009795667,0.988256,0.0006906494,0.00002531882,0.00048105902],"study_design_scores_gemma":[0.0022065693,0.00065890263,0.0013669875,0.00067081203,0.00016430292,0.000271284,0.0011838183,0.8995427,0.08974144,0.0027855264,0.00089496264,0.00051269465],"about_ca_topic_score_codex":0.0000043375803,"about_ca_topic_score_gemma":3.0622337e-7,"teacher_disagreement_score":0.89851457,"about_ca_system_score_codex":0.000012906182,"about_ca_system_score_gemma":0.000028898874,"threshold_uncertainty_score":0.2837498},"labels":[],"label_agreement":null},{"id":"W3035642962","doi":"10.1177/1558925020930354","title":"A knitted wearable flexible sensor for monitoring breathing condition","year":2020,"lang":"en","type":"article","venue":"Journal of Engineered Fibers and Fabrics","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Zhejiang Sci-Tech University; Zhejiang University","keywords":"Breathing; Wearable computer; Acoustics; Yarn; Materials science; SIGNAL (programming language); Electrical conductor; Respiratory monitoring; Computer science; Biomedical engineering; Structural engineering; Composite material; Engineering; Respiratory system; Embedded system; Medicine; Physics; Anatomy","score_opus":0.02168645692393913,"score_gpt":0.2335656755989156,"score_spread":0.21187921867497647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035642962","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":[0.7102961,0.0012637319,0.28656942,0.00018787298,0.0009635704,0.00011092393,0.0000315864,0.00020381082,0.00037297365],"genre_scores_gemma":[0.9625892,0.0003749173,0.03612873,0.00004135865,0.00074225717,0.0000023340945,0.000003543851,0.000042392683,0.00007527388],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993629,0.000007274465,0.00029030826,0.00007314177,0.00009512177,0.00017127492],"domain_scores_gemma":[0.99956757,0.00008931105,0.000070845104,0.000045196248,0.00008372097,0.00014336134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000986107,0.00012183296,0.00024067542,0.00006644238,0.00004815379,0.00005364531,0.00005362464,0.00006772391,0.0000062993813],"category_scores_gemma":[0.00010555659,0.00011724279,0.000060186445,0.00010822116,0.000010027147,0.000216389,0.0000071792924,0.0001373966,0.0000012291251],"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":[0.00004923136,0.000007097151,0.000040841296,0.00027308412,0.00008884163,0.000028338422,0.0005752757,0.66606027,0.3288291,0.00009542084,0.00081094966,0.0031415143],"study_design_scores_gemma":[0.007341106,0.001310807,0.0020298122,0.0013155716,0.00048452924,0.0009120031,0.0020989587,0.37861615,0.5309194,0.0016613042,0.071586005,0.0017243761],"about_ca_topic_score_codex":0.0000010182562,"about_ca_topic_score_gemma":2.3551113e-8,"teacher_disagreement_score":0.28744414,"about_ca_system_score_codex":0.000026699994,"about_ca_system_score_gemma":0.000007914929,"threshold_uncertainty_score":0.4781022},"labels":[],"label_agreement":null},{"id":"W3045644507","doi":"10.1177/1558925020946449","title":"Improving two-dimensional braided composite tensile properties by including low angle yarn twist: Production, experimental verification, and modeling","year":2020,"lang":"en","type":"article","venue":"Journal of Engineered Fibers and Fabrics","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Yarn; Materials science; Ultimate tensile strength; Twist; Composite material; Composite number; Textile; Stiffness; Manufacturing process; Process (computing); Structural engineering; Computer science; Engineering; Mathematics; Geometry","score_opus":0.018540059388884225,"score_gpt":0.20059189135345445,"score_spread":0.18205183196457023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045644507","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":[0.9728625,0.005438945,0.021127392,0.00029059916,0.00015994086,0.00006886569,0.0000043077957,0.000038004557,0.000009454248],"genre_scores_gemma":[0.99322474,0.00009419011,0.0063902233,0.00006903811,0.00018112821,0.000001183614,0.000009604355,0.00002027202,0.000009618035],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99924904,0.000010065628,0.00033662378,0.00012839603,0.00015926376,0.00011662349],"domain_scores_gemma":[0.99958956,0.000009821555,0.00008459484,0.000052138126,0.00014721106,0.00011665991],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000077299985,0.00013641146,0.00021435849,0.00006993323,0.00009556606,0.000066988396,0.000050320545,0.00004273981,0.0000044348517],"category_scores_gemma":[0.00003768504,0.00011352241,0.000043098586,0.00015864626,0.000021584834,0.00029894855,0.000023807723,0.00015263821,2.7982145e-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":[0.000013145722,0.0000050027998,0.00003721141,0.00003063904,0.000035523477,0.0000011821979,0.0005193554,0.576015,0.4224872,0.00000410397,0.00035939366,0.00049225066],"study_design_scores_gemma":[0.00033824,0.00004390202,0.00004289337,0.000036357833,0.000039638613,0.000046906167,0.00024669289,0.9357363,0.06328715,0.0000074941977,0.000036075933,0.00013833001],"about_ca_topic_score_codex":0.0000067270134,"about_ca_topic_score_gemma":2.1460218e-7,"teacher_disagreement_score":0.35972133,"about_ca_system_score_codex":0.00003785558,"about_ca_system_score_gemma":0.000009836178,"threshold_uncertainty_score":0.46293095},"labels":[],"label_agreement":null},{"id":"W3107782538","doi":"10.1177/1558925020978325","title":"An examination of initial structural degradation in tubular braided composites through region-by-region strain analysis","year":2020,"lang":"en","type":"article","venue":"Journal of Engineered Fibers and Fabrics","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Braid; Materials science; Composite material; Ultimate tensile strength; Kevlar; Digital image correlation; Epoxy; Stress (linguistics); Degradation (telecommunications); Tension (geology)","score_opus":0.021330092251944766,"score_gpt":0.25594092918871425,"score_spread":0.23461083693676948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107782538","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":[0.8418551,0.00035791128,0.15749581,0.00011545015,0.000057018497,0.00006457006,0.000015113158,0.000021567887,0.000017417016],"genre_scores_gemma":[0.9931069,0.00008332047,0.0066597755,0.000028357505,0.000054264357,6.4426285e-7,0.0000491468,0.00001655664,0.000001004947],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989411,0.00005169563,0.0005407019,0.00010643197,0.00023467453,0.00012537016],"domain_scores_gemma":[0.9994507,0.00009124719,0.00015420654,0.00009152383,0.0000965543,0.00011578461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011493411,0.00014418541,0.00037828917,0.00021295842,0.000018293173,0.00003353238,0.0001362124,0.00010690192,0.0000070979963],"category_scores_gemma":[0.000037105936,0.00014026169,0.00009750992,0.0005923662,0.000021461763,0.00042615322,0.0000101317855,0.00024204985,1.1834955e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001124616,0.00008139016,0.0043573217,0.00019659987,0.00050937495,0.00011796489,0.003276721,0.2873917,0.68377715,0.0011703941,0.0003186735,0.018690271],"study_design_scores_gemma":[0.0020422542,0.0009835192,0.0678929,0.0001045782,0.0008069475,0.00009596505,0.000503867,0.861277,0.06528065,0.00040133213,0.00008523856,0.00052574795],"about_ca_topic_score_codex":0.000005214576,"about_ca_topic_score_gemma":0.0000020419393,"teacher_disagreement_score":0.6184965,"about_ca_system_score_codex":0.000039769486,"about_ca_system_score_gemma":0.000008962109,"threshold_uncertainty_score":0.5719706},"labels":[],"label_agreement":null},{"id":"W3176877539","doi":"10.1177/15589250211026940","title":"Life cycle analysis for green composites: A review of literature including considerations for local and global agricultural use","year":2021,"lang":"en","type":"review","venue":"Journal of Engineered Fibers and Fabrics","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Life-cycle assessment; Sustainability; Environmentally friendly; Natural fiber; Composite material; Materials science; Product (mathematics); Environmental impact assessment; Life cycle inventory; Fiber; Environmental science; Mathematics; Production (economics); Ecology; Biology","score_opus":0.043449729992159083,"score_gpt":0.3095161435648667,"score_spread":0.2660664135727076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176877539","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020275214,0.9784744,0.019404799,0.00017460101,0.00016870779,0.0005675421,0.0009942045,0.000008737969,0.000004290702],"genre_scores_gemma":[0.00029855152,0.96091044,0.03829387,0.00014220888,0.00013068886,0.000013916521,0.0001736951,0.00001548325,0.000021145477],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980056,0.000077266486,0.0012136,0.00023960747,0.00024869066,0.00021518885],"domain_scores_gemma":[0.9964806,0.0012238357,0.00097086356,0.00016080527,0.0009119546,0.00025194173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039002748,0.0003422463,0.0023327812,0.00020395951,0.00011025708,0.00022960038,0.00015782718,0.00024011188,0.00000751432],"category_scores_gemma":[0.0008249377,0.00023046853,0.0008981227,0.00078630605,0.00005762111,0.00034037855,0.00009196892,0.00024678177,1.2656541e-7],"study_design_candidate":"systematic_review","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":[0.00020833712,0.00028993812,0.000043886146,0.72579294,0.02036885,0.00019057383,0.0012365084,0.013035772,0.003369124,0.016810175,0.030946646,0.18770723],"study_design_scores_gemma":[0.0027656145,0.0012105519,0.000058219834,0.3361929,0.057264727,0.004165374,0.00015085234,0.005231864,0.00027093154,0.00074600213,0.58952993,0.0024130486],"about_ca_topic_score_codex":0.0000055046694,"about_ca_topic_score_gemma":0.0000021104247,"teacher_disagreement_score":0.55858326,"about_ca_system_score_codex":0.00009195155,"about_ca_system_score_gemma":0.0001886153,"threshold_uncertainty_score":0.9398234},"labels":[],"label_agreement":null},{"id":"W4313039739","doi":"10.1177/15589250221134350","title":"An axiomatic design theory for design of apparel products","year":2022,"lang":"en","type":"article","venue":"Journal of Engineered Fibers and Fabrics","topic":"Color perception and design","field":"Psychology","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 Saskatchewan","funders":"Fundamental Research Funds for the Central Universities","keywords":"Axiomatic design; Clothing; Axiom; Pleasure; Product design; Designtheory; Product (mathematics); Function (biology); Computer science; Engineering; Mathematics; Human–computer interaction; Manufacturing engineering; Psychology","score_opus":0.05178149327525991,"score_gpt":0.29769691029036366,"score_spread":0.24591541701510375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313039739","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":[0.026911523,0.0009150314,0.97080994,0.0001289154,0.000636261,0.00042055585,0.000016635324,0.000015781841,0.00014537956],"genre_scores_gemma":[0.9368488,0.00003212176,0.062216386,0.0001411041,0.00014546564,0.000035928653,0.0000036832405,0.00002995831,0.0005465074],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987985,0.00030321442,0.00041520392,0.00012789345,0.0001896307,0.00016554516],"domain_scores_gemma":[0.99889165,0.00042407674,0.0002637562,0.00017447947,0.00015259809,0.00009342531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018135069,0.00011151337,0.00026937635,0.0002392594,0.00008648164,0.000014905453,0.00017138723,0.000052804233,0.00027688462],"category_scores_gemma":[0.00010791584,0.000100005855,0.00007346726,0.0002303914,0.000034490342,0.0000786238,0.000014028891,0.00018050785,0.0000013367908],"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":[0.012895643,0.003505432,0.00018932922,0.0005279565,0.001449342,0.00020758963,0.06291959,0.37090868,0.15845637,0.066621035,0.2001026,0.12221645],"study_design_scores_gemma":[0.057219543,0.120142765,0.03142052,0.0004591191,0.0044009876,0.011017729,0.12557736,0.37276486,0.010150466,0.15093343,0.109832115,0.006081116],"about_ca_topic_score_codex":0.0000011199893,"about_ca_topic_score_gemma":3.6141167e-8,"teacher_disagreement_score":0.9099373,"about_ca_system_score_codex":0.00003740331,"about_ca_system_score_gemma":0.000071360555,"threshold_uncertainty_score":0.40781203},"labels":[],"label_agreement":null}]}