{"meta":{"query_hash":"f1745f62da75","filters":{"venue":"AATCC Journal of Research"},"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/f1745f62da75","api":"https://metacan.xera.ac/api/v1/cohort?venue=AATCC+Journal+of+Research"},"results":[{"id":"W2329430245","doi":"10.14504/ajr.3.2.2","title":"Characterizing Fabrics in Firefighters’ Protective Clothing: Hot Water Immersion with Compression","year":2016,"lang":"en","type":"article","venue":"AATCC Journal of Research","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Composite material; Materials science; Moisture; Thermal resistance; Thermal; Immersion (mathematics); Heat transfer","score_opus":0.0841611519813794,"score_gpt":0.3645092743673326,"score_spread":0.2803481223859532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329430245","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":[0.99527556,0.000045384517,0.0007001685,0.0033334321,0.00024883257,0.00025495482,0.000005913811,0.0000094111,0.00012635218],"genre_scores_gemma":[0.99912494,0.000049758324,0.00045117506,0.000028559944,0.00016690191,0.000014705169,0.0000011238867,0.00001664276,0.00014621746],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9973326,0.00060123537,0.00040390028,0.00019365034,0.0009899184,0.00047872902],"domain_scores_gemma":[0.9987795,0.00021724586,0.00015917784,0.00018731847,0.0005414949,0.00011525962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004351782,0.00010539175,0.00023541416,0.0003528274,0.00019785359,0.0001480338,0.00034427017,0.000068305046,0.0008597577],"category_scores_gemma":[0.00013135129,0.000046461173,0.000038795322,0.00018241268,0.00015633828,0.0006880404,0.00015026094,0.0002588012,0.00016527096],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007413263,0.000064855296,0.00061189494,0.000023503782,0.000005002648,0.000056562254,0.001470172,0.0000074818804,0.9947754,0.000022301156,0.00020661583,0.0020148759],"study_design_scores_gemma":[0.0011130191,0.0006970432,0.009381648,0.00095810037,0.0000047727044,0.00008191389,0.00045494156,0.000021852078,0.9852691,0.00043505433,0.0014765116,0.00010601681],"about_ca_topic_score_codex":0.00006873334,"about_ca_topic_score_gemma":0.000007858022,"teacher_disagreement_score":0.009506281,"about_ca_system_score_codex":0.00017028813,"about_ca_system_score_gemma":0.00011975787,"threshold_uncertainty_score":0.94137436},"labels":[],"label_agreement":null},{"id":"W2332642904","doi":"10.14504/ajr.1.5.2","title":"Characterization of Thermal Protective Clothing under Hot Water and Pressurized Steam Exposure","year":2014,"lang":"en","type":"article","venue":"AATCC Journal of Research","topic":"Thermoregulation and physiological responses","field":"Medicine","cited_by":27,"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; University of Alberta","keywords":"Air permeability specific surface; Clothing; Materials science; Composite material; Air layer; Moisture; Thermal; Thermal manikin; Heat transfer; Water vapor; Mass transfer; Waste management; Environmental science; Layer (electronics); Thermal insulation; Engineering; Chemistry","score_opus":0.06421286027951094,"score_gpt":0.3649766572167295,"score_spread":0.30076379693721855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2332642904","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":[0.9983865,0.000066398956,0.00046635908,0.0006750857,0.00002651854,0.00022207791,0.0000011655427,0.000004696899,0.00015118196],"genre_scores_gemma":[0.9992426,0.000032617078,0.0000787426,0.000057536363,0.00015168106,0.0000029704884,0.0000025832087,0.000008474641,0.000422764],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99847853,0.0005965102,0.00023476087,0.00008087264,0.00045403655,0.00015531608],"domain_scores_gemma":[0.99884075,0.00028496503,0.000099763995,0.00009963405,0.0005796366,0.00009523968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017504805,0.000057509755,0.00021721772,0.00014721903,0.000058402333,0.000016121643,0.00006965099,0.00006735765,0.00014657545],"category_scores_gemma":[0.00039980412,0.000030801668,0.000048525882,0.00008588499,0.0001419336,0.00010414397,0.000040647545,0.0003319072,0.0000023525824],"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":[0.007131289,0.000066716384,0.00041931932,0.000053962885,0.000045066674,0.000004059987,0.0006746045,0.000008527639,0.9809718,0.00012299953,0.000005620243,0.010496024],"study_design_scores_gemma":[0.0014096414,0.0019035763,0.5837158,0.0001676363,0.000015224099,0.000034689732,0.00015035491,0.000091982896,0.41121697,0.0006162785,0.00063733937,0.000040504554],"about_ca_topic_score_codex":0.0000046142636,"about_ca_topic_score_gemma":2.5301082e-7,"teacher_disagreement_score":0.5832965,"about_ca_system_score_codex":0.000015102342,"about_ca_system_score_gemma":0.000048659993,"threshold_uncertainty_score":0.16048983},"labels":[],"label_agreement":null},{"id":"W2508420194","doi":"10.14504/ajr.2.2.1","title":"Off Gas Measurements from FR Materials Exposed to a Flash Fire","year":2015,"lang":"en","type":"article","venue":"AATCC Journal of Research","topic":"Thermal and Kinetic Analysis","field":"Materials Science","cited_by":8,"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":"Flash (photography); Thermal decomposition; Decomposition; Environmental science; Scale (ratio); Energetic material; Explosive material; Nuclear engineering; Forensic engineering; Materials science; Chemistry; Engineering; Physics; Organic chemistry; Optics","score_opus":0.240794525646386,"score_gpt":0.3913362325368513,"score_spread":0.15054170689046528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2508420194","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":[0.99593765,0.00053236715,0.00008254984,0.0022869713,0.0004101658,0.00011033438,0.000023180175,0.000010194102,0.0006065762],"genre_scores_gemma":[0.996073,0.000038272505,0.0021766862,0.000119058066,0.00063200947,0.0000045445972,0.0000020257237,0.000016033659,0.0009383365],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99611723,0.0006141342,0.00052352203,0.00019789387,0.0020908415,0.00045640048],"domain_scores_gemma":[0.9975467,0.000132787,0.00016972906,0.0002958871,0.0013250735,0.0005298288],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0052995807,0.00011478987,0.0003582053,0.00020877272,0.0000989305,0.00021266416,0.00075761543,0.00006425141,0.003047074],"category_scores_gemma":[0.0008606195,0.0000825083,0.00008001311,0.00036609484,0.000094885356,0.00020854989,0.00021194677,0.00018747577,0.0018648645],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004839818,0.00007381511,0.00039951233,0.00000562567,0.000041139345,0.00006991424,0.0011613722,0.00005851088,0.97918516,0.000006808372,0.015256764,0.0032573922],"study_design_scores_gemma":[0.0008553717,0.00064315763,0.0008838105,0.00013855922,0.00003173131,0.00002298278,0.00074103626,0.000016470336,0.9815083,0.0008897612,0.014146982,0.000121807396],"about_ca_topic_score_codex":0.00043700618,"about_ca_topic_score_gemma":0.000037143418,"teacher_disagreement_score":0.0044389614,"about_ca_system_score_codex":0.00012846521,"about_ca_system_score_gemma":0.00025096163,"threshold_uncertainty_score":0.9989123},"labels":[],"label_agreement":null},{"id":"W2604334327","doi":"10.14504/ajr.4.3.3","title":"Comparing Three Brands of Cotton T-Shirts","year":2017,"lang":"en","type":"article","venue":"AATCC Journal of Research","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Alberta; Central Michigan University","keywords":"Null hypothesis; Textile; Mathematics; Statistics; Significant difference; Null (SQL); Food science; Toxicology; Computer science; Chemistry; Biology; Composite material; Materials science; Data mining","score_opus":0.3140173591770975,"score_gpt":0.47583915316401015,"score_spread":0.16182179398691265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604334327","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":[0.9946311,0.00017488739,0.00018676046,0.00070842163,0.000595479,0.00008405356,0.000005310028,0.0000046225105,0.0036093385],"genre_scores_gemma":[0.99888456,0.000053911484,0.00059018127,0.000004878103,0.00029346277,0.000001732603,4.0499063e-7,0.00000865771,0.00016220937],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99794173,0.00018970671,0.0004457569,0.00010431282,0.0010285962,0.00028990285],"domain_scores_gemma":[0.99790275,0.00020010617,0.00044374057,0.00045054557,0.0008923745,0.000110461595],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0066407896,0.00006501896,0.0002882764,0.00016491004,0.0004844311,0.00032807924,0.0009295592,0.00004698123,0.0009611521],"category_scores_gemma":[0.0009356055,0.000049491788,0.00007056459,0.00006599779,0.00036736435,0.00040537267,0.00024666337,0.00020034623,0.00008844394],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002238565,0.000075725286,0.01918842,0.000058785863,0.000015160593,0.000022096261,0.00034865498,0.00008999239,0.9749765,0.0011869777,0.002256856,0.0015570048],"study_design_scores_gemma":[0.0017080609,0.00066566217,0.33340886,0.00046911032,0.000026991303,0.000094814925,0.00028409276,0.0005220239,0.64882934,0.01203253,0.0018156348,0.0001428616],"about_ca_topic_score_codex":0.00022837822,"about_ca_topic_score_gemma":0.00012820256,"teacher_disagreement_score":0.32614714,"about_ca_system_score_codex":0.00003519845,"about_ca_system_score_gemma":0.00019092126,"threshold_uncertainty_score":0.9999521},"labels":[],"label_agreement":null},{"id":"W4297504244","doi":"10.1177/24723444221119845","title":"Knitted Denim Fabrics: Fabrication Process and Fibrous Influence on Several Properties of the Fabric","year":2022,"lang":"en","type":"article","venue":"AATCC Journal of Research","topic":"Textile materials and evaluations","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":"Denim; Air permeability specific surface; Materials science; Composite material; Polyester; Fiber; Breaking strength","score_opus":0.06414843600322506,"score_gpt":0.3511539472226357,"score_spread":0.28700551121941065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297504244","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":[0.99803925,0.00027659448,0.000018354887,0.0011405189,0.00017205319,0.00024238692,0.0000123429845,0.0000066342573,0.00009188773],"genre_scores_gemma":[0.99952847,0.000024289418,0.00005720613,0.000053488664,0.000071570874,0.000026605283,3.9788236e-7,0.000009216264,0.00022877681],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99706936,0.00074945687,0.00038792082,0.00013555461,0.0014278308,0.00022990459],"domain_scores_gemma":[0.9983097,0.00014507992,0.0002859387,0.0002079531,0.0009944147,0.000056950234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028962893,0.000072715746,0.00016036088,0.000195166,0.0005241639,0.0001036132,0.00055734144,0.000024633107,0.00028586874],"category_scores_gemma":[0.00090094726,0.000046022556,0.000038134353,0.0005414796,0.00023131109,0.00023479412,0.0002617651,0.0003028592,0.000010031921],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002850709,0.000106971056,0.0015008338,0.00010641582,0.000009903354,0.000004202691,0.0023509695,0.0073199775,0.986578,0.0001240767,0.00070433866,0.00090928],"study_design_scores_gemma":[0.0012368846,0.0021690303,0.09168662,0.0004458936,0.000041884945,0.0004278804,0.005432068,0.0016813718,0.89016414,0.00450162,0.0019454696,0.0002671646],"about_ca_topic_score_codex":0.00007985494,"about_ca_topic_score_gemma":0.0000030938816,"teacher_disagreement_score":0.09641385,"about_ca_system_score_codex":0.00009430644,"about_ca_system_score_gemma":0.0003659149,"threshold_uncertainty_score":0.40314978},"labels":[],"label_agreement":null}]}