{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"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"},"query_hash":"07dd1f87c8d4","filters":{"venue":"Iranian Polymer Journal"}},"results":[{"id":"W2213693892","doi":"10.1007/s13726-015-0348-x","title":"Thermal, electrical and rheological behavior of high-density polyethylene/graphite composites","year":2015,"lang":"en","type":"article","venue":"Iranian Polymer Journal","topic":"Thermal properties of materials","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Sichuan University; National Natural Science Foundation of China","keywords":"High-density polyethylene; Materials science; Composite material; Graphite; Exfoliation joint; Percolation threshold; Rheology; Electrical conductor; Percolation (cognitive psychology); Polyethylene; Electrical resistivity and conductivity; Composite number; Thermal conductivity; Graphene","retraction":null,"screen_n_in":null,"score":{"opus":0.02432254448166125,"gpt":0.2382112745733424,"spread":0.2138887300916812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007859577,0.0002114943,0.0004493945,0.0001064753,0.0001640699,0.0001380377,0.0003883255,0.0001369775,0.0008906988],"category_scores_gemma":[0.00006714569,0.0001507183,0.00008072302,0.00008144811,0.0004148329,0.0002749458,0.0001563145,0.0002315898,0.00009694721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003043929,"about_ca_system_score_gemma":0.00006983923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003030282,"about_ca_topic_score_gemma":0.000003287956,"domain_scores_codex":[0.9979934,0.0003942148,0.0005139346,0.0002408045,0.0004379793,0.000419669],"domain_scores_gemma":[0.9989291,0.000059207,0.0002792668,0.0002214295,0.0001327335,0.0003782584],"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":[0.0004414972,0.0001357867,0.005954807,0.000005584096,0.00001425466,0.00007705978,0.0002731301,0.000003249309,0.9911715,0.0002935224,0.0001272686,0.00150229],"study_design_scores_gemma":[0.0009674779,0.0004464298,0.04763786,0.00002283945,0.00006258331,0.0007302484,0.00004301226,0.000005642987,0.9497018,0.0001325811,0.00004673322,0.000202828],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958366,0.00286694,0.00005318282,0.0004125457,0.0005229985,0.0001151638,0.00001885761,0.00005040369,0.0001232725],"genre_scores_gemma":[0.9984463,0.0000297121,0.0008952531,0.0002314373,0.0002627856,0.000003427893,0.00000105914,0.00002340739,0.0001066133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04168305,"threshold_uncertainty_score":0.9752527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1981572218","doi":"10.1007/s13726-014-0290-3","title":"Effect of sonication treatment on electrospinnability of high-viscosity PAN solution and mechanical performance of microfiber mat","year":2014,"lang":"en","type":"article","venue":"Iranian Polymer Journal","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Microfiber; Composite material; Sonication; Ultimate tensile strength; Electrospinning; Rheometry; Scanning electron microscope; Fiber; Polyacrylonitrile; Spinning; Viscosity; Rheology; Polymer; Chemical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.004464356920011394,"gpt":0.2391927538951172,"spread":0.2347283969751058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001059096,0.0001448915,0.0003925886,0.00007957724,0.0001148497,0.00001166122,0.0001981717,0.0001009726,0.00004290359],"category_scores_gemma":[0.00002997316,0.0001052032,0.00008656662,0.0001533086,0.000278727,0.00008338621,0.00003242481,0.0001136181,0.000006016433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001133956,"about_ca_system_score_gemma":0.00005902067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000749582,"about_ca_topic_score_gemma":0.000004636471,"domain_scores_codex":[0.998423,0.0002862896,0.000525116,0.0002175491,0.0003069035,0.0002410762],"domain_scores_gemma":[0.9988914,0.0001551509,0.0004660019,0.0003117255,0.00007925163,0.00009654129],"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":[0.0003357407,0.0001770708,0.001155056,0.00007264705,0.00001635691,9.068581e-8,0.00006038968,6.044739e-7,0.976649,0.0008773064,0.00001935693,0.02063638],"study_design_scores_gemma":[0.0009136298,0.004483749,0.01124,0.00006188053,0.00006989502,0.00003213551,0.000001200445,0.0001899842,0.9825433,0.00036141,0.00002339111,0.00007942166],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994637,0.0002205124,0.004360773,0.0004338564,0.00007854265,0.0002064159,0.00001469912,0.00001158778,0.0000365948],"genre_scores_gemma":[0.9978903,0.000086484,0.001894708,0.0000209838,0.0000589593,0.00001103039,0.00000312312,0.00001014997,0.00002427014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02055696,"threshold_uncertainty_score":0.4290064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966113369","doi":"10.1007/s13726-012-0091-5","title":"Kinetic study of photodegradation of water soluble polymers","year":2012,"lang":"en","type":"article","venue":"Iranian Polymer Journal","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aqueous solution; Photodegradation; Polymer; Materials science; Ethylene glycol; Molar mass distribution; Photochemistry; Thermodynamics; Chemical engineering; Organic chemistry; Chemistry; Composite material; Physics; Photocatalysis","retraction":null,"screen_n_in":null,"score":{"opus":0.02097115237157968,"gpt":0.251309066500342,"spread":0.2303379141287623,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004441335,0.00009935846,0.0001896202,0.00007866947,0.00009432697,0.00001489215,0.0001779916,0.00003178157,0.001938343],"category_scores_gemma":[0.000004836085,0.0000681389,0.00008939754,0.0001340934,0.00006934007,0.0002459033,0.00005934426,0.0001147356,0.00005429723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003304814,"about_ca_system_score_gemma":0.000003440394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001732459,"about_ca_topic_score_gemma":0.000006490837,"domain_scores_codex":[0.9986593,0.0001316965,0.0003947941,0.00009601634,0.0004259641,0.0002922624],"domain_scores_gemma":[0.9995188,0.0000123703,0.0001544661,0.0001705788,0.000008818971,0.000134929],"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":[0.00002922391,0.0008431036,0.3278629,0.000007383918,0.0000923732,0.000002260474,0.01298727,0.00006292324,0.6546519,0.000003085059,0.0001229281,0.00333471],"study_design_scores_gemma":[0.0006431398,0.0001941602,0.05354332,0.00001301543,0.000127097,0.00002477385,0.002257515,0.0000253333,0.9428083,0.00001595389,0.0002206086,0.0001268128],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987615,0.0001503449,0.00006349379,0.00007100832,0.0002838517,0.00004775127,0.000001140953,0.00000582713,0.0006150193],"genre_scores_gemma":[0.9986446,0.000004072807,0.00006329442,0.00001181411,0.0001254773,0.000001172909,9.700861e-7,0.00001027906,0.001138345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2881564,"threshold_uncertainty_score":0.998974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3007911897","doi":"10.1007/s13726-020-00787-8","title":"Cross-linked poly(N-alkyl-4-vinylpyridinium) iodides as new eco-friendly inhibitors for corrosion study of St-37 steel in 1 M H2SO4","year":2020,"lang":"en","type":"article","venue":"Iranian Polymer Journal","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Iodide; Alkyl; Tafel equation; Dielectric spectroscopy; Corrosion; Adsorption; Materials science; Pyridine; Electrochemistry; Fourier transform infrared spectroscopy; Nuclear chemistry; Inorganic chemistry; Chemistry; Organic chemistry; Chemical engineering; Metallurgy; Physical chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.03296580764855985,"gpt":0.3041572449083764,"spread":0.2711914372598166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006434165,0.0003595564,0.0005963058,0.0002326662,0.0003680367,0.0003604381,0.0005107388,0.000178538,0.002276159],"category_scores_gemma":[0.0002706644,0.0003248046,0.0002450357,0.0004361802,0.0001172067,0.0007669394,0.000151722,0.0004482104,0.0000952341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001075846,"about_ca_system_score_gemma":0.0004291653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000209819,"about_ca_topic_score_gemma":0.0001041543,"domain_scores_codex":[0.9965398,0.0001886204,0.00134412,0.0005594567,0.000766261,0.0006017526],"domain_scores_gemma":[0.9980568,0.000115516,0.0006233883,0.0003042705,0.0001928067,0.0007072444],"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":[0.00103534,0.0005777073,0.01290281,0.00002744805,0.000002435477,0.00004611485,0.004366647,0.00002924546,0.9746299,0.00003391114,0.003439163,0.002909233],"study_design_scores_gemma":[0.008073137,0.004267443,0.007470454,0.0001943828,0.00008439831,0.0001239254,0.003733407,0.000133904,0.9739427,0.00008809808,0.001386124,0.0005020204],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950069,0.0007070153,0.000719812,0.0009884977,0.00157034,0.0007104407,0.0001340114,0.00006284749,0.0001001257],"genre_scores_gemma":[0.9979903,0.00002320078,0.0002343445,0.0005134965,0.0007700747,0.00001929096,0.00001042801,0.00005662372,0.0003823176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007037797,"threshold_uncertainty_score":0.9999204,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4306725835","doi":"10.1007/s13726-022-01104-1","title":"Agro-byproduct-based hydrophobic polyurethane films/coatings: synthesis, characterization and electrochemical impedance spectroscopic analysis","year":2022,"lang":"en","type":"article","venue":"Iranian Polymer Journal","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Ministry of Education, India; King Saud University","keywords":"Materials science; Polyurethane; Dielectric spectroscopy; Coating; Thermal stability; Contact angle; Chemical engineering; Amorphous solid; Toluene; Electrochemistry; Formaldehyde; Glass transition; Composite material; Polymer; Organic chemistry; Physical chemistry; Electrode","retraction":null,"screen_n_in":null,"score":{"opus":0.006073055100366606,"gpt":0.2170816812214839,"spread":0.2110086261211173,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000602902,0.0002862374,0.0004927021,0.0004006694,0.00098278,0.000300733,0.0004315253,0.00006155138,0.002264533],"category_scores_gemma":[0.00004311644,0.0002821071,0.0001970829,0.0008359561,0.00009066352,0.0002250732,0.0001112017,0.0005143637,0.00001520934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001330927,"about_ca_system_score_gemma":0.0001721175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006010791,"about_ca_topic_score_gemma":0.000002885809,"domain_scores_codex":[0.9972257,0.0003439043,0.000578179,0.0005398634,0.0006213067,0.0006910476],"domain_scores_gemma":[0.9987707,0.0001110788,0.0004559282,0.0003382278,0.00004440788,0.0002796387],"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":[0.0001227109,0.00008048228,0.001815002,0.00001547998,0.00006690628,0.00003260934,0.0002860408,0.00003076109,0.9970948,0.00002255499,0.00003528802,0.0003973964],"study_design_scores_gemma":[0.0004297128,0.0001478008,0.001954172,0.00002063579,0.0003871352,0.0003035814,0.00006509603,0.004902695,0.9912732,0.00001873312,0.0001732075,0.0003240822],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890037,0.003839955,0.004944955,0.001540937,0.0003677257,0.0001111343,0.00005527254,0.00007712928,0.00005926146],"genre_scores_gemma":[0.9975696,0.00005124838,0.0009183441,0.0008076046,0.0003628161,0.00002225627,0.00003543057,0.00003817562,0.0001945346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00856596,"threshold_uncertainty_score":0.9999631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4306846751","doi":"10.1007/s13726-022-01110-3","title":"Effect of non-functionalized and functionalized graphene oxide with a silane agent on the thermal and rheological properties of nylon 6,6","year":2022,"lang":"en","type":"article","venue":"Iranian Polymer Journal","topic":"Polymer Nanocomposite Synthesis and Irradiation","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Materials science; Graphene; Oxide; Dynamic mechanical analysis; Composite material; Differential scanning calorimetry; Fourier transform infrared spectroscopy; Crystallinity; Surface modification; Raman spectroscopy; Silane; Glass transition; X-ray photoelectron spectroscopy; Chemical engineering; Polymer; Nanotechnology","retraction":null,"screen_n_in":null,"score":{"opus":0.01078580907006039,"gpt":0.2050474821825895,"spread":0.1942616731125291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009350501,0.0001420645,0.0002770421,0.000096442,0.0003920525,0.00003692617,0.0001268476,0.00002832921,0.001433749],"category_scores_gemma":[0.00002256436,0.00007137795,0.00006827723,0.0001083551,0.0002350816,0.00008350148,0.00005568139,0.000156132,0.0000015389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001877016,"about_ca_system_score_gemma":0.00004045951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006895142,"about_ca_topic_score_gemma":0.000001259902,"domain_scores_codex":[0.998332,0.0006020295,0.0002890975,0.0001645864,0.0004485154,0.0001638334],"domain_scores_gemma":[0.9992864,0.000216439,0.0002849087,0.0001156839,0.00002940392,0.00006721333],"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":[0.003483825,0.00007622622,0.003180811,0.00002352464,0.00005503167,0.000005188228,0.0002639547,0.00004265786,0.9898136,0.0002831732,0.00002463854,0.002747379],"study_design_scores_gemma":[0.002092049,0.00223497,0.03712034,0.00006839497,0.0001033349,0.0003757942,0.0000958789,0.000169219,0.9574311,0.00002699378,0.0001529144,0.0001289605],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954322,0.003476872,0.00004013838,0.0004857007,0.0001230997,0.0001992484,0.00001605881,0.000008106756,0.0002185762],"genre_scores_gemma":[0.999548,0.00003347773,0.00003034396,0.0001612994,0.0000455094,0.00002884367,0.00000115435,0.00001094381,0.0001404873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03393953,"threshold_uncertainty_score":0.9994791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403209172","doi":"10.1007/s13726-024-01392-9","title":"Polyesters derived from 4,4’-dixydroxybenzophenone: syntheses and properties","year":2024,"lang":"en","type":"article","venue":"Iranian Polymer Journal","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"State Administration of Foreign Experts Affairs","keywords":"Materials science; Polyester; Polymer science; Nanotechnology; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.03045663503761734,"gpt":0.2214929470177737,"spread":0.1910363119801564,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003372398,0.0003095457,0.0003352062,0.0001533174,0.000514835,0.001595141,0.0003375874,0.0001143941,0.001967424],"category_scores_gemma":[0.00004899219,0.0002026268,0.0001169504,0.0001129239,0.000318445,0.0007225456,0.00009752922,0.0003100952,0.0003188513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003744954,"about_ca_system_score_gemma":0.0001409678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007010342,"about_ca_topic_score_gemma":0.0000305896,"domain_scores_codex":[0.9980763,0.0002018904,0.0004324593,0.0004156308,0.0003752726,0.0004984266],"domain_scores_gemma":[0.9992049,0.0001652701,0.00008309366,0.0002414938,0.00003143688,0.0002737649],"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":[0.00008622337,0.00002333089,0.0001474684,0.00004691202,0.00006943827,0.00009785424,0.002753566,1.873993e-7,0.9044386,0.000135708,0.0003298152,0.09187094],"study_design_scores_gemma":[0.0001421432,0.00006784331,0.0002642735,0.0007195523,0.00009418423,0.000538006,0.0007696232,0.0002336205,0.9933043,0.0002009225,0.003310382,0.0003552191],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6660814,0.3288089,0.0002092048,0.002508079,0.001270729,0.0000599678,0.00005208447,0.0001432531,0.0008663974],"genre_scores_gemma":[0.9967896,0.0006649266,0.0004032987,0.0004545425,0.0006977728,0.0000094887,8.524542e-7,0.00005691229,0.0009225713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3307083,"threshold_uncertainty_score":0.9994413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3137169903","doi":"10.1007/s13726-021-00912-1","title":"A new empirical model for quiescent annealing of binary co-continuous polymer blends","year":2021,"lang":"en","type":"article","venue":"Iranian Polymer Journal","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Materials science; Polylactic acid; Annealing (glass); Polymer blend; Polycaprolactone; Polymer; Composite material; Thermal; Microstructure; Thermodynamics","retraction":null,"screen_n_in":null,"score":{"opus":0.04640097730533235,"gpt":0.3106183836862573,"spread":0.264217406380925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003243589,0.0002306224,0.0004242632,0.0001450397,0.0002896612,0.0001873496,0.0003228378,0.0001182282,0.001683822],"category_scores_gemma":[0.00004908858,0.0001981472,0.0002453837,0.0001933664,0.00009786215,0.0003078037,0.00006623217,0.0001829618,0.00002362527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004424385,"about_ca_system_score_gemma":0.001129553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003451444,"about_ca_topic_score_gemma":0.000009795059,"domain_scores_codex":[0.9978936,0.000133157,0.0007077383,0.0003003105,0.0004361971,0.0005289514],"domain_scores_gemma":[0.9988387,0.00005509451,0.0002942244,0.0002708468,0.0001691235,0.0003720461],"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":[0.0002905588,0.00008564142,0.0005980288,0.00004760976,0.00004140271,0.00003961911,0.003700857,0.0001773033,0.9834949,0.0003070798,0.006879982,0.00433698],"study_design_scores_gemma":[0.001392979,0.0001336369,0.00007565903,0.0001165846,0.00006643439,0.0003968166,0.0005434683,0.009130563,0.9856675,0.0001883051,0.002007004,0.0002810344],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8275568,0.04520339,0.1173453,0.005524321,0.001694723,0.0002517548,0.000269683,0.0001259874,0.00202799],"genre_scores_gemma":[0.9829693,0.0001212917,0.002500807,0.001424872,0.0005199504,0.000005238635,0.00001204102,0.00005241617,0.01239407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1554125,"threshold_uncertainty_score":0.9992288,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}