{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":13,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":13,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"cb425ba6240e","filters":{"venue":"Dyeing & Finishing"}},"results":[{"id":"W2389748718","doi":"","title":"Testing and evaluation of absorption and quick-drying textiles","year":2011,"lang":"en","type":"article","venue":"Dyeing & Finishing","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Moisture; Absorption (acoustics); Materials science; Absorption of water; Composite material; Fiber; Water content; Pulp and paper industry; Geotechnical engineering; Engineering","authors":[{"name":"Jin Gyu Min","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1469662801393587,"gpt":0.3083186643732443,"spread":0.1613523842338857,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002731604,0.00009607184,0.0001521854,0.00006298118,0.0001973267,0.0001226829,0.00007640029,0.00005200302,0.000363023],"category_scores_gemma":[0.001028178,0.00009284249,0.00001370718,0.00008423095,0.00007711902,0.0004238538,0.00008669776,0.00004693643,0.00001510892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002017755,"about_ca_system_score_gemma":0.000042729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004084427,"about_ca_topic_score_gemma":0.00002193209,"domain_scores_codex":[0.9988525,0.0001457542,0.0003014813,0.0002333413,0.0003031892,0.0001637328],"domain_scores_gemma":[0.9992521,0.0001903019,0.0002005958,0.0001355802,0.000178326,0.00004312818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000007680984,0.00001515575,0.004651468,0.0000560949,0.000003380066,4.742772e-7,0.00458981,0.00005458159,0.9624257,0.0005725297,0.00001047361,0.02761263],"study_design_scores_gemma":[0.001134194,0.0001949729,0.6537928,0.0007020637,0.0002678861,0.00003702544,0.001671622,0.03454462,0.2906491,0.01646345,0.00005350074,0.0004887612],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964589,0.0001672678,0.0001173393,0.00002304926,0.0002173374,0.0001635791,0.000007982024,0.00005476583,0.002789798],"genre_scores_gemma":[0.9909764,0.000007058115,0.008896042,0.00002000127,0.0000599962,0.00001795197,0.000002741306,0.00001220866,0.000007637536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6717767,"threshold_uncertainty_score":0.3974847,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2381770972","doi":"","title":"Present situation of evaluation and standardization of functional textiles (I)","year":2007,"lang":"en","type":"article","venue":"Dyeing & Finishing","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Antistatic agent; Textile; Standardization; Engineering; Materials science; Computer science; Nanotechnology; Composite material","authors":[{"name":"Wang Jian-ping","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03648471851857389,"gpt":0.3097917159554628,"spread":0.2733069974368889,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003798455,0.00007200026,0.0001427284,0.00009209327,0.0001056222,0.00005239287,0.00004854028,0.00005150873,0.0005236968],"category_scores_gemma":[0.0005335044,0.00007012852,0.00002532806,0.0001166264,0.00006211042,0.0003218562,0.00004253412,0.00003130218,0.000004514697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003961553,"about_ca_system_score_gemma":0.00007393053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005858226,"about_ca_topic_score_gemma":0.00003237224,"domain_scores_codex":[0.9985719,0.00009463382,0.0004333203,0.0001645541,0.0006131511,0.0001223891],"domain_scores_gemma":[0.9989555,0.0002002676,0.0002926456,0.0001284978,0.0003933733,0.00002974966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004749281,0.00002848347,0.0006736249,0.00005296898,0.000005902088,2.121383e-7,0.001471115,0.0173635,0.9687045,0.001587248,0.00008189191,0.009983088],"study_design_scores_gemma":[0.0007252085,0.0001002753,0.1540827,0.0001490117,0.00008865962,0.000004312745,0.0007001182,0.01539379,0.8237174,0.004518263,0.0003693104,0.0001509742],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9019838,0.0001026789,0.09648245,0.00007126711,0.0003337233,0.000196454,0.00002708458,0.00002177947,0.0007807515],"genre_scores_gemma":[0.9973498,0.000007200862,0.002447153,0.00001019781,0.000110932,0.000007275958,0.00004390536,0.000007974083,0.00001556647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.153409,"threshold_uncertainty_score":0.5734113,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2356400888","doi":"","title":"Application of modern analytical testing techniques to dyeing and finishing industry(XII)——Animal experiment techniques of hazard chemicals in textiles and relative rules in REACH(I)","year":2007,"lang":"en","type":"article","venue":"Dyeing & Finishing","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Hazardous waste; Dyeing; Textile industry; Waste management; Hazard; Chemical industry; Textile; Biochemical engineering; Engineering; Environmental science; Chemistry; Environmental engineering; Materials science","authors":[{"name":"Jianping Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02088339139437548,"gpt":0.298888422932285,"spread":0.2780050315379095,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001897285,0.0002234996,0.0004074221,0.0002203866,0.00006216354,0.00004562085,0.0002356973,0.0003114764,0.00001166611],"category_scores_gemma":[0.001446893,0.0002340985,0.00002727107,0.0005496208,0.0002321747,0.0005467724,0.0004279454,0.0005633687,9.232353e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000319007,"about_ca_system_score_gemma":0.00002186889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006478812,"about_ca_topic_score_gemma":0.0001306893,"domain_scores_codex":[0.9978961,0.00006258529,0.0007690426,0.0005009816,0.0003436783,0.0004275947],"domain_scores_gemma":[0.99876,0.0005708977,0.0002766132,0.0002456934,0.000007329881,0.0001394828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003214228,0.00005093022,0.108986,0.00001433924,0.000004744241,0.000007291256,0.00367664,0.00001472386,0.6515707,0.0001014782,0.000002621199,0.2355384],"study_design_scores_gemma":[0.0001873164,0.0001568963,0.351277,0.0005713552,0.0000116187,0.0000154164,0.0007181722,0.005690491,0.6394272,0.001636201,0.00002771179,0.0002806353],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917094,0.00007789868,0.004979656,0.0001752869,0.000006342442,0.0003899676,0.00001361062,0.0000770168,0.002570812],"genre_scores_gemma":[0.9452225,0.000006379463,0.05464467,0.00005715033,0.0000209823,0.00001411297,0.000001000743,0.00002809228,0.000005092631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2422909,"threshold_uncertainty_score":0.9546258,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2377949103","doi":"","title":"Application of modern analytical testing techniques to dyeing and finishing industry(I)——Ultravolet-Visible absorption spectroscopy","year":2007,"lang":"en","type":"article","venue":"Dyeing & Finishing","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Dyeing; Spectrometer; Spectroscopy; Ultraviolet; Absorption (acoustics); Textile; Materials science; Ultraviolet visible spectroscopy; Absorption spectroscopy; Beer–Lambert law; Visible spectrum; Optics; Analytical Chemistry (journal); Process engineering; Optoelectronics; Chemistry; Engineering; Composite material; Environmental chemistry; Physics; Organic chemistry","authors":[{"name":"Ru Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02531874959171504,"gpt":0.2954720722278452,"spread":0.2701533226361301,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001941377,0.0001935731,0.0002732343,0.0001429362,0.0002504074,0.0001616364,0.0002548979,0.0002053044,0.00001516407],"category_scores_gemma":[0.0004184775,0.0002033797,0.00005775973,0.0006841064,0.00009203742,0.0004018442,0.0002071304,0.0004730034,0.00001646936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001690167,"about_ca_system_score_gemma":0.00000911332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001665172,"about_ca_topic_score_gemma":0.0000268781,"domain_scores_codex":[0.9980046,0.00005126375,0.0005311629,0.0005162919,0.0004493032,0.0004473529],"domain_scores_gemma":[0.9990004,0.0002800625,0.0002000879,0.000309748,0.00002684062,0.0001828221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001330371,0.00004598888,0.245399,0.00003065275,0.00001516348,0.000005011701,0.001348059,0.001948109,0.6659334,0.0001286273,0.00003590058,0.08509675],"study_design_scores_gemma":[0.0002482124,0.0002125742,0.1791083,0.0004190092,0.0001082676,0.00001466937,0.0006870435,0.05056916,0.7638448,0.003278889,0.0007879176,0.0007211889],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.846243,0.00001298907,0.1511208,0.0002610014,0.0000328168,0.0001331578,0.000002800146,0.0001364982,0.00205689],"genre_scores_gemma":[0.9465086,0.000001926101,0.0531306,0.00008845233,0.0001695542,0.000008074082,0.0000059764,0.00002415693,0.00006267396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1002655,"threshold_uncertainty_score":0.8293584,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2360155913","doi":"","title":"Comparison of test methods and standards for phthalates","year":2010,"lang":"en","type":"article","venue":"Dyeing & Finishing","topic":"Effects and risks of endocrine disrupting chemicals","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Test (biology); Test method; Mathematics; Statistics; Biology","authors":[{"name":"Jianping Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01890829408426188,"gpt":0.474560651125129,"spread":0.4556523570408672,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001090447,0.0000924915,0.0001999242,0.00001401201,0.0001158375,0.00004444212,0.0001344997,0.00004923651,0.0000965213],"category_scores_gemma":[0.002227744,0.0000762217,0.00004474825,0.0000579978,0.0001311693,0.0001173204,0.0001214578,0.0001753323,0.000001521289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001719466,"about_ca_system_score_gemma":0.0000073817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001023738,"about_ca_topic_score_gemma":0.00002556569,"domain_scores_codex":[0.9992069,0.00001922459,0.0001980107,0.0001985376,0.000190055,0.000187298],"domain_scores_gemma":[0.9983505,0.001324177,0.0001061861,0.000139845,0.00002091353,0.00005840341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000005823694,0.00004290328,0.2061878,0.00003911329,0.000004797939,5.259929e-7,0.0004714903,0.00003470593,0.7506217,0.0001027941,0.0006931012,0.04179519],"study_design_scores_gemma":[0.0004808918,0.0001858782,0.02670274,0.00006762084,0.00003541139,0.000008190772,0.0002096497,0.009985581,0.9330469,0.00152881,0.02749644,0.0002518219],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937745,0.00006052165,0.001494202,0.0001070957,0.0001121244,0.0001189182,0.00002431579,0.00002860476,0.004279717],"genre_scores_gemma":[0.872328,0.000003499171,0.1275552,0.00001968807,0.0000345961,0.000006670983,0.000002998828,0.00001134608,0.00003801035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1824252,"threshold_uncertainty_score":0.3108231,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2361551570","doi":"","title":"Comparison of domestic and foreign technical regulation of flammability for home textiles","year":2006,"lang":"en","type":"article","venue":"Dyeing & Finishing","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Flammability; Flammable liquid; China; European union; Fire retardant; Hazardous waste; Forensic engineering; International trade; Business; Waste management; Engineering; Law; Political science; Materials science; Composite material","authors":[{"name":"Zhao Xia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03275606032653638,"gpt":0.3319190435483568,"spread":0.2991629832218204,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009402237,0.00008523265,0.0003026779,0.00004782058,0.000104946,0.00005625279,0.0001097472,0.00007195034,0.00006990804],"category_scores_gemma":[0.0003620716,0.00007938018,0.00004420033,0.0000744655,0.0001365468,0.0001677111,0.00005396154,0.00003320871,0.000001657771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002132086,"about_ca_system_score_gemma":0.00002904789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009373642,"about_ca_topic_score_gemma":0.00003661984,"domain_scores_codex":[0.9988716,0.00005381535,0.0005493099,0.0001975286,0.0001795766,0.0001481839],"domain_scores_gemma":[0.9989707,0.0004349383,0.0002807268,0.0001886132,0.0001033398,0.0000216808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002903024,0.0000537406,0.006633892,0.0001753658,0.000001605988,8.401631e-8,0.0001690791,0.002026101,0.9782413,0.01143907,0.00008372319,0.001146955],"study_design_scores_gemma":[0.0006482411,0.0002062722,0.4925674,0.0001885172,0.00006721419,0.000003711579,0.0001850772,0.01410487,0.4197316,0.07195975,0.0001313374,0.0002060639],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890414,0.00007949149,0.009964368,0.00005283523,0.0001133898,0.0002693794,0.00005048733,0.00004385128,0.0003847452],"genre_scores_gemma":[0.9887443,8.259281e-7,0.01111422,0.000002971887,0.00006534733,0.00002600205,0.00002525285,0.000009894507,0.00001125328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5585098,"threshold_uncertainty_score":0.323703,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2356776608","doi":"","title":"Application of modern analytical testing techniques to dyeing and finishing industry(II)——LC-MS Spectrometry Technology","year":2007,"lang":"en","type":"article","venue":"Dyeing & Finishing","topic":"Dye analysis and toxicity","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Dyeing; Mass spectrometry; Textile; Chromatography; Chemistry; Liquid chromatography–mass spectrometry; Engineering; Materials science; Organic chemistry","authors":[{"name":"SU Hong-wei","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01766278718081866,"gpt":0.2822595467189439,"spread":0.2645967595381253,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001317933,0.0003022428,0.0005511777,0.0005881889,0.0003719342,0.0001418724,0.0004778023,0.0006821727,0.00004789076],"category_scores_gemma":[0.001681633,0.0003290914,0.000104065,0.001558477,0.0001215195,0.0002957337,0.0005133482,0.001196936,0.000003477582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113869,"about_ca_system_score_gemma":0.00004358093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002261299,"about_ca_topic_score_gemma":0.00005305891,"domain_scores_codex":[0.9974021,0.00001658461,0.000812881,0.0007064202,0.000421808,0.000640235],"domain_scores_gemma":[0.9982353,0.0004318215,0.0003767779,0.000594332,0.0001654008,0.0001963473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002122394,0.0001197688,0.1297479,0.00012758,0.00009750831,0.00002975015,0.0005066683,0.0001471986,0.5897655,0.002755327,0.00002916193,0.2766524],"study_design_scores_gemma":[0.0004534,0.0001974981,0.01158102,0.0008476455,0.0002570759,0.00008447241,0.0009938208,0.05557329,0.9182996,0.008442193,0.002203789,0.00106625],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9084674,0.0001202021,0.06949141,0.0004637922,0.0000191397,0.0001037372,0.000008825478,0.0003831632,0.02094236],"genre_scores_gemma":[0.9626852,0.000004711802,0.03676676,0.0001418511,0.0002287019,0.00001377324,0.00001108727,0.00004782204,0.0001001342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.328534,"threshold_uncertainty_score":0.9999161,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2375022374","doi":"","title":"Application of modern analytical testing techniques to dyeing and finishing industry(XIV)——Relationship between fabric structure and properties of dyed and printed material(I)","year":2007,"lang":"en","type":"article","venue":"Dyeing & Finishing","topic":"Dyeing and Modifying Textile Fibers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Dyeing; Rubbing; Slippage; Shrinkage; Texture (cosmology); Fabric structure; Textile; Materials science; Composite material; Computer science; Artificial intelligence","authors":[{"name":"Wei Qian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04029385255652186,"gpt":0.2589300048439818,"spread":0.2186361522874599,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007136908,0.0002348241,0.0003865641,0.0002850745,0.0001443923,0.0001375583,0.0001389621,0.0003232557,9.181214e-7],"category_scores_gemma":[0.0007571526,0.0002423993,0.00002374643,0.0003420206,0.0001208156,0.0002960679,0.0001517617,0.0004875234,1.788182e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004590898,"about_ca_system_score_gemma":0.00001782013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001008303,"about_ca_topic_score_gemma":0.00001236253,"domain_scores_codex":[0.998535,0.00003459717,0.0005733554,0.0003282487,0.0002057865,0.0003229854],"domain_scores_gemma":[0.9990209,0.0003916689,0.0001451601,0.0002185191,0.00008376976,0.0001399666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004132557,0.00001575789,0.5194561,0.001556857,0.00009242744,0.000004389791,0.00675646,0.003601275,0.3056796,0.000878367,0.00001380054,0.1619036],"study_design_scores_gemma":[0.0005495689,0.0001639318,0.6001469,0.00268791,0.0002180899,0.00004437361,0.0007179389,0.1425118,0.2491643,0.002697409,0.0001294023,0.0009682886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566924,0.0001224649,0.04232807,0.00005632097,0.00003937177,0.0002820894,0.00002128376,0.00028232,0.0001756576],"genre_scores_gemma":[0.9808046,0.000002973454,0.01901748,0.00001607134,0.00008103912,0.000008404988,0.00001098776,0.00005040153,0.000008075944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1609353,"threshold_uncertainty_score":0.9884756,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2356390122","doi":"","title":"Application of modern analytical techniques to dyeing and finishing industry(IV)——Basic principle of electronic color management system and its application to textile industry","year":2007,"lang":"en","type":"article","venue":"Dyeing & Finishing","topic":"Color Science and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Dyeing; ICC profile; Textile; Textile industry; Computer science; Color measurement; Color analysis; Artificial intelligence; Color space; Mathematics; Engineering; Engineering drawing; Color model; Materials science","authors":[{"name":"Huang Xiao-hua","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0108509585887743,"gpt":0.2907822612686031,"spread":0.2799313026798287,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000875514,0.0001635293,0.0002593043,0.0001902269,0.0001931534,0.00007408591,0.0002813277,0.0001649636,0.000003600144],"category_scores_gemma":[0.00001697084,0.0001791974,0.00003754697,0.0006716524,0.00003691847,0.0002183382,0.0002136123,0.0004156132,0.000003244914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000942826,"about_ca_system_score_gemma":0.00004403746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009762138,"about_ca_topic_score_gemma":0.00001651927,"domain_scores_codex":[0.9983962,0.00001946906,0.0004825096,0.0004710816,0.0002499927,0.0003807457],"domain_scores_gemma":[0.9990859,0.0001039632,0.0002334208,0.0003175191,0.00009543869,0.0001637504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004251446,0.000162971,0.03911452,0.000241518,0.00006982408,9.277076e-7,0.001562504,0.001949622,0.04827727,0.446402,0.0000300552,0.4621462],"study_design_scores_gemma":[0.00157445,0.0008538188,0.1530041,0.001767481,0.0005165747,0.00001529541,0.01248916,0.5388517,0.2516564,0.008534735,0.02855014,0.002186233],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.811649,0.00001932459,0.1847856,0.000218931,0.000009776543,0.0009036966,0.00001353331,0.0000522381,0.002347944],"genre_scores_gemma":[0.9969677,8.898883e-7,0.002545153,0.00005882635,0.00007817648,0.000264708,0.00001136154,0.00001785815,0.00005533164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5369021,"threshold_uncertainty_score":0.7307457,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2356424496","doi":"","title":"Standardization of technical specifications for commercial drycleaning in perchloroethylene","year":2011,"lang":"en","type":"article","venue":"Dyeing & Finishing","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Standardization; Dry cleaning; Technical standard; Engineering; Waste management; Manufacturing engineering; Computer science","authors":[{"name":"Xin Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4826354025437536,"gpt":0.4147206556336566,"spread":0.06791474691009702,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003717932,0.0000873529,0.0003043537,0.0003245621,0.0001829177,0.00007859728,0.0005328832,0.00008815251,0.0001370153],"category_scores_gemma":[0.004332698,0.00007776744,0.0001571654,0.0008721931,0.00008012352,0.0003624644,0.00007991555,0.0001489529,0.00001195577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005089119,"about_ca_system_score_gemma":0.00005201876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001314148,"about_ca_topic_score_gemma":0.0007005966,"domain_scores_codex":[0.9980149,0.0001221468,0.0008091744,0.0003089105,0.0005555613,0.0001893601],"domain_scores_gemma":[0.9977514,0.001278362,0.0002618336,0.0004037409,0.000258074,0.00004666391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005765917,0.0005051596,0.2013829,0.00003164405,0.00006669583,0.0000116877,0.04086215,0.01122215,0.01690545,0.1082063,0.002886579,0.6173427],"study_design_scores_gemma":[0.001509634,0.0002685864,0.7190922,0.0001895652,0.0001029583,0.000005255703,0.01000771,0.01461299,0.01252978,0.2175604,0.02350807,0.0006128242],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.168327,0.00007573354,0.8157828,0.001069155,0.0001623507,0.0002153845,0.00003979393,0.00004108396,0.0142866],"genre_scores_gemma":[0.9604573,0.00003854859,0.03931558,0.00003807534,0.00005411992,0.00001124749,0.000009336813,0.00001021681,0.00006552639],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7921303,"threshold_uncertainty_score":0.5186958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2977816337","doi":"","title":"Application of modern analytical testing techniques to dyeing and finishing industry(V)——Gas chromatography-mass spectrometry technology","year":2007,"lang":"en","type":"article","venue":"Dyeing & Finishing","topic":"Dye analysis and toxicity","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Gas chromatography; Mass spectrometry; Chemistry; Gas chromatography–mass spectrometry; Detection limit; Chromatography; Phthalate; Environmental chemistry; Organic chemistry","authors":[{"name":"Ru Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.014479946647973,"gpt":0.272302829159745,"spread":0.257822882511772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001230931,0.0003233838,0.0005857961,0.0008047698,0.0002764341,0.0001760986,0.0004866026,0.0006854812,0.00003491075],"category_scores_gemma":[0.001144846,0.0003541191,0.0001363933,0.002114349,0.0001461207,0.0002990213,0.0002805652,0.001116694,0.000003210292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000102489,"about_ca_system_score_gemma":0.000039468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001680365,"about_ca_topic_score_gemma":0.00003216031,"domain_scores_codex":[0.9973132,0.0000194995,0.0008341028,0.0007254299,0.0004414773,0.0006662993],"domain_scores_gemma":[0.9981411,0.0004659183,0.0004043742,0.0006107558,0.0001660781,0.0002118184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001447496,0.00007233751,0.1801444,0.0001294258,0.0001022177,0.00002735979,0.0002260852,0.00009483757,0.6620199,0.001859305,0.00001642419,0.1552933],"study_design_scores_gemma":[0.0003971369,0.0001314008,0.009590995,0.0008219959,0.0002417634,0.00006524449,0.000959184,0.04556288,0.9301689,0.01033037,0.0007941882,0.000935954],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8615268,0.0001563947,0.1232404,0.0003177652,0.00001786307,0.0001082155,0.00000951975,0.0004238351,0.01419911],"genre_scores_gemma":[0.9398782,0.000007637739,0.05973275,0.0001017909,0.0001763331,0.00001592573,0.00001086097,0.00004991312,0.00002664523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.268149,"threshold_uncertainty_score":0.9998911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2375733377","doi":"","title":"Application of modern analytical testing techniques to dyeing and finishing industry (VI)——new electronic fabrics strength tester","year":2007,"lang":"en","type":"article","venue":"Dyeing & Finishing","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Slipping; Yarn; Dyeing; Mechanical engineering; Engineering; Universal testing machine; Composite material; Manufacturing engineering; Materials science; Structural engineering; Ultimate tensile strength","authors":[{"name":"Xiaohong Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03439710028111548,"gpt":0.3114267142032979,"spread":0.2770296139221824,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002514302,0.0002325024,0.0003439245,0.00018977,0.000264377,0.0003999749,0.0003350434,0.0002714197,0.00004126852],"category_scores_gemma":[0.001515699,0.0002411452,0.00004243002,0.0004762546,0.00005978815,0.0005152089,0.0002521118,0.0004112112,0.00001411981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001308809,"about_ca_system_score_gemma":0.000167462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003080608,"about_ca_topic_score_gemma":0.00007037316,"domain_scores_codex":[0.9975842,0.00006577764,0.0007178118,0.000532189,0.0004313868,0.0006686739],"domain_scores_gemma":[0.9983321,0.0006477291,0.0002961445,0.0003680804,0.0001500599,0.00020587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002168527,0.00004198389,0.007412808,0.00005763859,0.000008622308,0.00000348616,0.001224688,0.0005731763,0.8435012,0.002107093,0.00007995079,0.1449677],"study_design_scores_gemma":[0.0006758293,0.0004870898,0.04084563,0.0008848963,0.0001790825,0.00006220231,0.0006908372,0.05307934,0.8851827,0.01415833,0.002539194,0.001214865],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8550513,0.00005842221,0.142958,0.0002943785,0.00008846049,0.0002868982,0.00001220537,0.000220578,0.00102977],"genre_scores_gemma":[0.9581051,0.000002720146,0.0412563,0.0002387701,0.0002841481,0.00001799767,0.000009750635,0.00003932161,0.00004592759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1437528,"threshold_uncertainty_score":0.9833615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2378745279","doi":"","title":"Application of modern analytical techniques to dyeing and finishing industry(III)——Basic principle of SEM and its application to identify special animal fibers","year":2007,"lang":"en","type":"article","venue":"Dyeing & Finishing","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Wool; Dyeing; Scanning electron microscope; Fiber; Materials science; Scale (ratio); Composite material; Polymer science; Physics","authors":[{"name":"Luyuan Yang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03013915659018882,"gpt":0.350339987469403,"spread":0.3202008308792142,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00224271,0.000176728,0.000347859,0.0002043202,0.0001890222,0.0001810412,0.0002514098,0.0002117662,0.00003383626],"category_scores_gemma":[0.0003705572,0.0001934027,0.0000353631,0.000342688,0.00005786469,0.0004158635,0.0002981794,0.0001716627,0.000009241009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006950101,"about_ca_system_score_gemma":0.00004464905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001328467,"about_ca_topic_score_gemma":0.00007272403,"domain_scores_codex":[0.9979842,0.00005528385,0.0007132384,0.000505345,0.0004099518,0.0003319376],"domain_scores_gemma":[0.9988886,0.0001831751,0.0003021636,0.0002842504,0.0001678776,0.0001739152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007509299,0.00003120078,0.001327024,0.00008511845,0.000006322403,0.000001056857,0.002251868,0.0002719116,0.9662452,0.003249962,0.00002741619,0.02642787],"study_design_scores_gemma":[0.0002987959,0.000179064,0.06428875,0.0002502954,0.0000641909,0.000009353831,0.0003785575,0.01126812,0.9207391,0.001176951,0.0009883884,0.0003584855],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623133,0.00002569168,0.036097,0.0002881707,0.00008719503,0.0006485726,0.00003436652,0.00007874446,0.0004269861],"genre_scores_gemma":[0.9924166,0.00000312672,0.007008948,0.0001020326,0.0003667778,0.00005002549,0.00001106727,0.00002489179,0.00001650231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06296172,"threshold_uncertainty_score":0.7886732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}