{"meta":{"query_hash":"c2f47e5e452a","filters":{"venue":"Composite Interfaces"},"cohort_total":10,"direct_labels_cover":0,"predictions_cover":10,"exported":10,"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/c2f47e5e452a","api":"https://metacan.xera.ac/api/v1/cohort?venue=Composite+Interfaces"},"results":[{"id":"W1972046318","doi":"10.1163/156855407782106483","title":"Influence of fibre extraction method, alkali and silane treatment on the interface of Agave americana waste HDPE composites as possible roof ceilings in Lesotho","year":2007,"lang":"en","type":"article","venue":"Composite Interfaces","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Materials science; Composite material; Agave; Ultimate tensile strength; High-density polyethylene; Silane; Composite number; Extraction (chemistry); Polyethylene; Organic chemistry","score_opus":0.014253318849854226,"score_gpt":0.32762440156893324,"score_spread":0.31337108271907904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972046318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99900156,0.000193977,0.00015007232,0.000006325641,0.0000024491749,0.000006286029,0.000036721285,0.000004804114,0.000597675],"genre_scores_gemma":[0.998283,0.00016783844,0.00044539187,0.000013384315,9.730163e-7,0.0000070419696,0.00008711281,0.00000784259,0.0009873651],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998579,0.000023239261,0.000009447752,0.000027460555,0.00004949829,0.00003245109],"domain_scores_gemma":[0.9998684,0.000033097855,0.000032388823,0.0000043726077,0.000037682574,0.000024035198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018559364,0.0002733852,0.00023715543,0.0002620786,0.00037896345,0.00058231835,0.00014032602,0.0001839071,0.0011042078],"category_scores_gemma":[0.00018164536,0.00015247727,0.00018356531,0.0002201737,0.00016804133,0.0002609148,0.00015558588,0.00029124675,0.0001981859],"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":[0.00024520792,0.000021968906,0.0016779838,0.000055511227,0.00000731602,0.00011041337,0.00007454424,0.00014844429,0.9963952,0.000017513337,0.0000138779915,0.0012320409],"study_design_scores_gemma":[0.0000081849375,0.0004313945,0.035242762,0.000010014164,0.000036911355,0.00009120875,0.0003915779,0.00083098566,0.9620969,0.000017646482,0.000831629,0.000010738918],"about_ca_topic_score_codex":0.008011956,"about_ca_topic_score_gemma":0.024196984,"teacher_disagreement_score":0.008011956,"about_ca_system_score_codex":0.0002678858,"about_ca_system_score_gemma":0.00019186457,"threshold_uncertainty_score":0.015930653},"labels":[],"label_agreement":null},{"id":"W2012919150","doi":"10.1163/092764409x12477485554773","title":"Injection Molding of Wood–Fiber/Plastic Composite Foams","year":2009,"lang":"en","type":"article","venue":"Composite Interfaces","topic":"Polymer Foaming and Composites","field":"Materials Science","cited_by":22,"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 Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"High-density polyethylene; Materials science; Composite material; Composite number; Fiber; Molding (decorative); Polyethylene; Blowing agent; Wood-plastic composite; Polyurethane","score_opus":0.011670897773992168,"score_gpt":0.24839341976592608,"score_spread":0.23672252199193392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012919150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97228336,0.00049861026,0.025422443,0.000018495184,0.00002826075,0.000044026903,0.000041118834,0.00016599124,0.0014977772],"genre_scores_gemma":[0.98747337,0.0002453936,0.011235196,0.00000899708,0.000004406671,0.000009348222,0.000035505902,0.000021272976,0.0009665902],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999105,0.00001055046,0.0000044520434,0.000014981191,0.000037647125,0.000021850099],"domain_scores_gemma":[0.9998784,0.000047423586,0.00003269889,0.000013773503,0.000014404817,0.000013291555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000141286,0.00020976264,0.00013253014,0.0002063479,0.00009483546,0.00010939096,0.00013867368,0.00011376242,0.0008007189],"category_scores_gemma":[0.00019833165,0.0001024707,0.00020681944,0.000083674655,0.0001571077,0.00017433825,0.00011426971,0.00019383058,0.00011972295],"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":[0.000053771524,0.000025437563,0.00023283958,0.00005185394,0.0000037640395,0.00006401678,0.000034803066,0.00057124207,0.9912714,0.00013705919,0.000014047099,0.007539727],"study_design_scores_gemma":[0.0000027745245,0.00011537472,0.00037748486,0.0000021995797,0.000002875989,0.00003537161,0.000004078625,0.0011138385,0.9977875,0.000015551632,0.00054156454,0.0000014942121],"about_ca_topic_score_codex":0.00029037643,"about_ca_topic_score_gemma":0.0006135318,"teacher_disagreement_score":0.0008007189,"about_ca_system_score_codex":0.00009451145,"about_ca_system_score_gemma":0.000084633706,"threshold_uncertainty_score":0.0026786923},"labels":[],"label_agreement":null},{"id":"W2045338778","doi":"10.1163/156855403765826874","title":"Plasma-based introduction of monosort functional groups of different type and density onto polymer surfaces. Part 2: Pulsed plasma polymerization","year":2003,"lang":"en","type":"article","venue":"Composite Interfaces","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":49,"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 Saskatchewan","keywords":"Monomer; Polymer; Polymerization; Copolymer; Materials science; Polymer chemistry; Functional polymers; Acrylic acid; Ethylene; Surface modification; Plasma polymerization; Organic chemistry; Chemistry; Physical chemistry; Catalysis; Composite material","score_opus":0.01853041322737666,"score_gpt":0.21843066260726215,"score_spread":0.1999002493798855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045338778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95372885,0.0034895646,0.039041586,0.000100494326,0.00006401908,0.00010087812,0.0002697734,0.0003149306,0.002889851],"genre_scores_gemma":[0.9655902,0.0018908327,0.028509652,0.000083026665,0.00002886996,0.00012554096,0.0003968306,0.00006736046,0.0033077025],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999089,0.000013150454,0.0000051129573,0.000024836274,0.000031472406,0.00001648372],"domain_scores_gemma":[0.9998971,0.000038908463,0.000026578042,0.00001635996,0.000009004926,0.000011927247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001345616,0.0004649905,0.00018251552,0.00020638763,0.00011142304,0.00020370277,0.00030595477,0.00034287773,0.0010401688],"category_scores_gemma":[0.00020377272,0.00025505238,0.0002434535,0.00015727646,0.00024479325,0.00026420358,0.00027391617,0.0003564077,0.0003830485],"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":[0.000015243788,0.0000037402783,0.000024483408,0.000026806729,0.000002237998,0.000010228966,0.000005435133,0.000024467607,0.9983342,0.000033557502,0.000016721206,0.0015028389],"study_design_scores_gemma":[0.000004166678,0.00006105041,0.0005062731,9.947447e-7,0.0000056073595,0.00009895473,0.0000019548877,0.00021656204,0.9981536,0.000024409976,0.0009242245,0.0000020969683],"about_ca_topic_score_codex":0.00013357785,"about_ca_topic_score_gemma":0.00014757917,"teacher_disagreement_score":0.0010401688,"about_ca_system_score_codex":0.00018769054,"about_ca_system_score_gemma":0.00010252476,"threshold_uncertainty_score":0.0034796596},"labels":[],"label_agreement":null},{"id":"W2053423970","doi":"10.1163/15685540052543656","title":"Isotropic and anisotropic interphases in polymer systems","year":2000,"lang":"en","type":"article","venue":"Composite Interfaces","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"McGill University","keywords":"Materials science; Polymer; Copolymer; Interphase; Composite material; Adsorption; Natural rubber; Adhesive; Isotropy; Polar; Polymer chemistry; Chemical engineering; Layer (electronics); Organic chemistry","score_opus":0.010289288934102797,"score_gpt":0.22783332043362042,"score_spread":0.21754403149951762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053423970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9664678,0.0032864457,0.019658577,0.000048635342,0.000015186372,0.00002740493,0.000048201753,0.00010297447,0.010344714],"genre_scores_gemma":[0.9956513,0.00061520986,0.0023673743,0.000010667438,0.000008231727,0.000018026118,0.00004299847,0.000015120218,0.0012712161],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99980134,0.000019941215,0.000010408345,0.00004904488,0.00007972881,0.00003954224],"domain_scores_gemma":[0.9997272,0.00008629798,0.00007161965,0.000029125862,0.000040070638,0.00004569695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011241619,0.00022962817,0.00015200433,0.00035691043,0.00025220404,0.00034358157,0.00020666824,0.0002292869,0.0021756813],"category_scores_gemma":[0.00031290864,0.00023839029,0.000085577136,0.00015588778,0.00027456382,0.0005992714,0.00036100365,0.00042652266,0.00044744273],"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":[0.00006283748,0.000033946642,0.0004876641,0.00011376,0.0000092704295,0.00017170711,0.00012114552,0.001438784,0.9813725,0.008356,0.000058905112,0.007773496],"study_design_scores_gemma":[0.000031857147,0.00037469136,0.006388555,0.000021876876,0.000033982236,0.0006783555,0.00018494518,0.019879656,0.95776534,0.0065208385,0.008087656,0.00003222228],"about_ca_topic_score_codex":0.00019008589,"about_ca_topic_score_gemma":0.00038781628,"teacher_disagreement_score":0.0021756813,"about_ca_system_score_codex":0.0001613166,"about_ca_system_score_gemma":0.00012487322,"threshold_uncertainty_score":0.007278383},"labels":[],"label_agreement":null},{"id":"W2078894321","doi":"10.1163/156855407782106591","title":"The effect of fibre and coupling agent content on the mechanical properties of hemp/polypropylene composites","year":2007,"lang":"en","type":"article","venue":"Composite Interfaces","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Polypropylene; Ultimate tensile strength; Compression molding; Wax; Scanning electron microscope; Maleic anhydride; Homogenization (climate); Pellets; Coupling (piping); Mold; Polymer; Copolymer","score_opus":0.0274537682068288,"score_gpt":0.24911416606868714,"score_spread":0.22166039786185834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078894321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984549,0.00056942104,0.00043007368,0.000013214936,0.0000062020918,0.000010055312,0.00006926695,0.000011611823,0.00043530745],"genre_scores_gemma":[0.99759185,0.0004519186,0.001152483,0.000014727926,0.0000056431077,0.000014546239,0.000091848735,0.000015022879,0.00066199433],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997199,0.00005240882,0.00003506439,0.00005771132,0.000091294845,0.000043644457],"domain_scores_gemma":[0.9989606,0.00051363924,0.00021474101,0.000053180218,0.00012450833,0.00013333953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033555177,0.0004974756,0.000305925,0.0002953767,0.00013161346,0.00021610741,0.0001594924,0.00027566624,0.0011488491],"category_scores_gemma":[0.0007347689,0.00030100925,0.00018498747,0.0002478517,0.00021844357,0.00033847857,0.0001338483,0.00037010264,0.00019162543],"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":[0.0002053372,0.000022422873,0.00021002007,0.000040748746,0.000006759337,0.000028052445,0.000012013894,0.00009340788,0.99869543,0.0000070065403,0.000004471349,0.00067419873],"study_design_scores_gemma":[0.000006300305,0.00048561938,0.0043990226,0.0000045371607,0.000029399695,0.00004640141,0.000012162212,0.00024475934,0.99454296,0.000005913618,0.0002183805,0.0000044986937],"about_ca_topic_score_codex":0.0005449223,"about_ca_topic_score_gemma":0.0013764311,"teacher_disagreement_score":0.0011488491,"about_ca_system_score_codex":0.00014979082,"about_ca_system_score_gemma":0.00017064466,"threshold_uncertainty_score":0.0038433075},"labels":[],"label_agreement":null},{"id":"W2124408307","doi":"10.1163/156855400300185333","title":"Effect of surface treatment on mode I interlaminar fracture behaviour of plain glass woven fabric composites: Part I. Report of the 2nd round-robin test results","year":2000,"lang":"en","type":"article","venue":"Composite Interfaces","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Materials science; Composite material; Fracture toughness; Fracture (geology); Round robin test; Silane; Composite number; Woven fabric; Coupling (piping); Plain weave; Vinyl ester; Fracture mechanics; Polymer; Copolymer; Mathematics","score_opus":0.009780040554668015,"score_gpt":0.2545411862787942,"score_spread":0.24476114572412616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124408307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984659,0.00022001856,0.00085914147,0.000011629805,0.0000070461615,0.000013881525,0.000051482457,0.00002728287,0.0003436053],"genre_scores_gemma":[0.99677986,0.00021280212,0.0016356221,0.000026875976,0.0000063358048,0.000022880782,0.00016722777,0.00003422622,0.0011142481],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99957734,0.000094333765,0.000035165373,0.00006604004,0.00012584451,0.00010124271],"domain_scores_gemma":[0.9990995,0.0003546032,0.0001510197,0.00012403163,0.0002007511,0.00007009365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037869692,0.00045024522,0.00034659193,0.00024724018,0.0002692768,0.00020160455,0.00021543055,0.00038384978,0.0017318653],"category_scores_gemma":[0.000925064,0.0002450492,0.00043357795,0.00016880302,0.0002996852,0.0002619312,0.00022130599,0.00039514722,0.00029089156],"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":[0.0001832788,0.000027545342,0.0005979031,0.000034033004,0.000008874188,0.000048115537,0.00007323615,0.00013835031,0.9969022,0.0000072221396,0.000021955115,0.001957345],"study_design_scores_gemma":[0.0000057011057,0.0010230102,0.0076241777,0.000002342683,0.000014320228,0.00007631336,0.0000696234,0.00036674662,0.9905263,0.0000075920234,0.0002757748,0.000008177024],"about_ca_topic_score_codex":0.0010991875,"about_ca_topic_score_gemma":0.0019536493,"teacher_disagreement_score":0.0017318653,"about_ca_system_score_codex":0.0001572198,"about_ca_system_score_gemma":0.00013640602,"threshold_uncertainty_score":0.0057936907},"labels":[],"label_agreement":null},{"id":"W3014468741","doi":"10.1080/09276440.2020.1747341","title":"Characterization of interlaminar shear properties of nanostructured unidirectional composites","year":2020,"lang":"en","type":"article","venue":"Composite Interfaces","topic":"Fiber-reinforced polymer composites","field":"Engineering","cited_by":5,"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":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Canadian Aeronautics and Space Institute","keywords":"Materials science; Composite material; Carbon nanotube; Ultimate tensile strength; Fracture toughness; Delamination (geology); Toughness; Chemical vapor deposition; Nanotechnology","score_opus":0.012569100080185138,"score_gpt":0.18172226495619503,"score_spread":0.1691531648760099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014468741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99677676,0.0002860917,0.0019709843,0.000009374039,0.0000067335345,0.000008628402,0.00019601066,0.000027401084,0.0007178892],"genre_scores_gemma":[0.99691665,0.0002055707,0.0017485553,0.00000939733,0.000002630616,0.000018318506,0.00023709948,0.000016518141,0.000845328],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989235,0.0000062761787,0.000008647912,0.000024599995,0.000051628234,0.000016427264],"domain_scores_gemma":[0.9996712,0.00005516013,0.00007822822,0.00002874383,0.00014042525,0.000026368118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016434946,0.00026492577,0.00009848933,0.00037886394,0.0001838149,0.00016020374,0.000096353564,0.00023213662,0.0009219324],"category_scores_gemma":[0.00022721812,0.00010859267,0.00013254026,0.00019414574,0.00012155522,0.0001448161,0.00008430973,0.00025853683,0.00017997427],"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":[0.000011332708,0.0000042576844,0.00048706454,0.0000106994075,0.0000011575512,0.000016867225,0.000017122115,0.000036313948,0.99890196,0.000008190872,0.000005176931,0.00049977825],"study_design_scores_gemma":[0.0000011626917,0.00014375453,0.01463239,0.0000034415,0.0000082463885,0.000078541816,0.00005539673,0.00063172204,0.9839888,0.000011273155,0.0004414505,0.0000038736475],"about_ca_topic_score_codex":0.00061494973,"about_ca_topic_score_gemma":0.0016569415,"teacher_disagreement_score":0.0009219324,"about_ca_system_score_codex":0.00009383184,"about_ca_system_score_gemma":0.00007733474,"threshold_uncertainty_score":0.0030841827},"labels":[],"label_agreement":null},{"id":"W3135901736","doi":"10.1080/09276440.2021.1884470","title":"Poly(lactic acid)/flax composites: effect of surface modification and thermal treatment on interfacial adhesion, crystallization, microstructure, and mechanical properties","year":2021,"lang":"en","type":"article","venue":"Composite Interfaces","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":19,"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 Ottawa; Cegep de Thetford; Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Crystallization; Microstructure; Adhesion; Glass transition; Dynamic mechanical analysis; Coating; Polymer; Chemical engineering","score_opus":0.024719490908963575,"score_gpt":0.24473978282332057,"score_spread":0.22002029191435699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135901736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976673,0.0009311926,0.0009951841,0.000011669378,0.000009912082,0.00000921704,0.00003263551,0.000017015496,0.00032596648],"genre_scores_gemma":[0.99722606,0.00039994583,0.0016464948,0.000013713759,0.0000051217066,0.000013497233,0.00005503996,0.00001288351,0.0006271818],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998827,0.000014684381,0.000009933941,0.00003153389,0.00003146813,0.000029748879],"domain_scores_gemma":[0.99988306,0.000026962807,0.000042431562,0.000008666243,0.000020374346,0.000018527768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014610645,0.00037547314,0.0001877813,0.00012422004,0.0001363869,0.00019736972,0.00010808418,0.00021652652,0.00053175894],"category_scores_gemma":[0.0001506385,0.00013611575,0.00017899775,0.00012773725,0.00011366276,0.00019521681,0.000082422855,0.00026546355,0.00012321303],"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":[0.000035816603,0.000008523171,0.00007583743,0.000020349618,0.000002203408,0.000014051263,0.000005761113,0.00002151179,0.999446,0.0000030748097,0.0000021670992,0.0003647901],"study_design_scores_gemma":[0.000002903839,0.00015226693,0.003812159,0.0000018553968,0.000011108688,0.000044146644,0.0000096838485,0.00023614957,0.99548656,0.0000027364586,0.00023739059,0.0000030345839],"about_ca_topic_score_codex":0.0005173215,"about_ca_topic_score_gemma":0.0015509193,"teacher_disagreement_score":0.00053175894,"about_ca_system_score_codex":0.00011515717,"about_ca_system_score_gemma":0.000096306714,"threshold_uncertainty_score":0.0017789006},"labels":[],"label_agreement":null},{"id":"W4390011957","doi":"10.1080/09276440.2023.2294600","title":"Weathering of compatibilized poly(hydroxybutyrate)/agave fiber biocomposites produced by different mixing methods","year":2023,"lang":"en","type":"article","venue":"Composite Interfaces","topic":"Natural Fiber Reinforced Composites","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":"Université Laval","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Materials science; Extrusion; Ultimate tensile strength; Composite material; Flexural strength; Porosity; Agave; Polymer; Degradation (telecommunications); Compatibilization; Fiber; Polymer blend; Copolymer","score_opus":0.022326123085703566,"score_gpt":0.3164610849401413,"score_spread":0.2941349618544377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390011957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99729913,0.00039300727,0.0019619176,0.0000069230755,0.000009318903,0.000010656803,0.000023856825,0.000016015705,0.0002792434],"genre_scores_gemma":[0.99601054,0.00036448563,0.003030035,0.000008084338,0.0000060616676,0.000012007254,0.00003993374,0.000017888247,0.0005109374],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998293,0.00002886172,0.000020810652,0.000044063545,0.000046712685,0.000030144363],"domain_scores_gemma":[0.9997142,0.000058897294,0.00014032352,0.000025234724,0.000037796643,0.000023655939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024207422,0.000370006,0.00017397126,0.00021654199,0.000106346895,0.00021338911,0.00009295959,0.00020312713,0.00052686536],"category_scores_gemma":[0.00032243805,0.00017214393,0.00023479217,0.00016651602,0.00015758314,0.00037300735,0.00014248116,0.00030978778,0.00011703613],"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":[0.00007802635,0.000009536754,0.00015738505,0.000017535423,0.0000033625813,0.000018034658,0.000013010284,0.00006299614,0.9987789,0.000014211023,0.0000017397824,0.00084528635],"study_design_scores_gemma":[0.0000016711184,0.000120304976,0.0008999636,0.0000014654321,0.0000064413134,0.000022790857,0.0000050903686,0.00019054963,0.9986046,0.00000453818,0.00014097306,0.0000015896849],"about_ca_topic_score_codex":0.0002807814,"about_ca_topic_score_gemma":0.000585677,"teacher_disagreement_score":0.00052686536,"about_ca_system_score_codex":0.00011437786,"about_ca_system_score_gemma":0.00008765616,"threshold_uncertainty_score":0.001762569},"labels":[],"label_agreement":null},{"id":"W4415186433","doi":"10.1080/09276440.2025.2575541","title":"Constructing hierarchical porous polyimide/reduced graphene oxide sponge as an oil-water separation material with a balanced performance in thermal stability, elasticity, and oil-adsorption","year":2025,"lang":"en","type":"article","venue":"Composite Interfaces","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"National Natural Science Foundation of China","keywords":"Graphene; Oxide; Thermal; Porosity; Porous medium; Thermal conductivity; Separation (statistics)","score_opus":0.01382043395127614,"score_gpt":0.260723233733871,"score_spread":0.24690279978259488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415186433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98290664,0.0005341904,0.013406664,0.000093209106,0.00003061312,0.00003297383,0.00014775929,0.00018001512,0.0026679938],"genre_scores_gemma":[0.9914656,0.00021629588,0.0073755737,0.00002449256,0.0000066349967,0.000014176503,0.00007746426,0.000010441909,0.0008092873],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999941,0.0000055584355,0.000004199061,0.000013588634,0.000019706984,0.00001597254],"domain_scores_gemma":[0.9999347,0.000010914364,0.000020848165,0.000006222483,0.000010130745,0.000017244784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009756625,0.00028496943,0.000114670205,0.00019208441,0.00009296375,0.00014426083,0.00020554516,0.00020465985,0.00054890936],"category_scores_gemma":[0.00011552794,0.00012838689,0.00020507531,0.00012366951,0.00015459816,0.00025463785,0.00015307075,0.0002244151,0.00019045525],"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":[0.000021483544,0.000013220943,0.00009420066,0.00003287934,0.000003725381,0.000056721452,0.0000069122425,0.00016797359,0.99826497,0.0001357768,0.000026511387,0.0011756681],"study_design_scores_gemma":[0.0000092350565,0.000081308615,0.0009100842,0.0000016862516,0.0000112749785,0.000102394915,0.0000089635405,0.0032477654,0.9947029,0.00003401367,0.00088363857,0.0000067049295],"about_ca_topic_score_codex":0.0003558073,"about_ca_topic_score_gemma":0.0010714792,"teacher_disagreement_score":0.00054890936,"about_ca_system_score_codex":0.00015450799,"about_ca_system_score_gemma":0.0001739585,"threshold_uncertainty_score":0.0018362403},"labels":[],"label_agreement":null}]}