{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":36,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":36,"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":"0694e07a5f68","filters":{"venue":"Composites Part C Open Access"}},"results":[{"id":"W4402909828","doi":"10.1016/j.jcomc.2024.100513","title":"A review of AI for optimization of 3D printing of sustainable polymers and composites","year":2024,"lang":"en","type":"review","venue":"Composites Part C Open Access","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":60,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"3D printing; Composite material; Materials science; Polymer; Computer science","authors":[{"name":"Malik Hassan","is_ca":false},{"name":"Manjusri Misra","is_ca":false},{"name":"Graham W. Taylor","is_ca":false},{"name":"Amar K. Mohanty","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05444509631264886,"gpt":0.3787993728760595,"spread":0.3243542765634106,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006924949,0.001256716,0.001323864,0.003292202,0.0003905167,0.001193556,0.0007973462,0.001049093,0.006648805],"category_scores_gemma":[0.001179049,0.0005993919,0.001297251,0.003880709,0.0003460225,0.001353359,0.0006113686,0.001254332,0.002117668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005460771,"about_ca_system_score_gemma":0.00162356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001662484,"about_ca_topic_score_gemma":0.002568695,"domain_scores_codex":[0.9995721,0.00006270343,0.00007267957,0.00008317731,0.0001778568,0.00003143601],"domain_scores_gemma":[0.9994203,0.0003293151,0.00008552317,0.00002305918,0.0001193353,0.00002246928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006209666,0.0001152481,0.000196423,0.09428354,0.0002390995,0.000246058,0.0001221924,0.002013083,0.006064322,0.009636298,0.02151637,0.8655054],"study_design_scores_gemma":[0.000009561297,0.000159284,0.0007032982,0.009282496,0.0003028407,0.0006902327,0.00005783515,0.0004145488,0.002343002,0.002076492,0.9839237,0.00003672031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002876382,0.9959501,0.0008492541,0.000162344,0.0001841241,0.00001611924,0.00005785241,0.00001883948,0.002473666],"genre_scores_gemma":[0.001459947,0.9965174,0.0009193336,0.0001117811,0.00008463964,0.00001538468,0.00005323539,0.000004799467,0.0008334742],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006648805,"threshold_uncertainty_score":0.02224249,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4286435971","doi":"10.1016/j.jcomc.2022.100297","title":"A review of the recent developments in flame-retardant nylon composites","year":2022,"lang":"en","type":"review","venue":"Composites Part C Open Access","topic":"Flame retardant materials and properties","field":"Materials Science","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"National Natural Science Foundation of China-Zhejiang Joint Fund for the Integration of Industrialization and Informatization; Wenzhou Municipal Science and Technology Bureau; Natural Science Foundation of Zhejiang Province; National Natural Science Foundation of China","keywords":"Fire retardant; Materials science; Composite material; Nylon 6; Polymer","authors":[{"name":"Junchang Gao","is_ca":false},{"name":"Yadong Wu","is_ca":false},{"name":"Jun Li","is_ca":false},{"name":"Xuqiang Peng","is_ca":false},{"name":"Dewu Yin","is_ca":false},{"name":"Huile Jin","is_ca":false},{"name":"Shun Wang","is_ca":false},{"name":"Jichang Wang","is_ca":true},{"name":"Xiaohua Wang","is_ca":false},{"name":"Meijin Jin","is_ca":false},{"name":"Zengwen Yao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2039228630202413,"gpt":0.4161305468861289,"spread":0.2122076838658876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003162128,0.0008758474,0.0008216235,0.002766029,0.0003879533,0.0007056445,0.0005054513,0.0006477081,0.00609858],"category_scores_gemma":[0.0003942959,0.0003781861,0.0005643452,0.002598658,0.0001830078,0.001219456,0.0004353146,0.0009004303,0.002240306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003218622,"about_ca_system_score_gemma":0.0007604097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007739732,"about_ca_topic_score_gemma":0.001402191,"domain_scores_codex":[0.9998296,0.00001743821,0.00002448305,0.00004042243,0.00006945572,0.00001857233],"domain_scores_gemma":[0.9998143,0.00007012267,0.00003625188,0.000007050297,0.00005456437,0.00001766127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000807219,0.0001512836,0.0003610518,0.0431571,0.0001037507,0.000382118,0.000144321,0.0008783364,0.02040078,0.004209779,0.02333281,0.906798],"study_design_scores_gemma":[0.000004244396,0.0001386613,0.0008315333,0.002055563,0.0001288359,0.001131772,0.00007168145,0.0001626192,0.004252429,0.0008851452,0.9903086,0.00002895157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008535558,0.9943504,0.0006835851,0.0001375278,0.0003027585,0.000008694785,0.00005074558,0.00003199418,0.003580885],"genre_scores_gemma":[0.002472456,0.9939037,0.000936357,0.0001248562,0.0002055033,0.00001024335,0.00007552672,0.000005658543,0.00226563],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00609858,"threshold_uncertainty_score":0.02040172,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3100444376","doi":"10.1016/j.jcomc.2020.100070","title":"Novel soft computing hybrid model for predicting shear strength and failure mode of SFRC beams with superior accuracy","year":2020,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Shear (geology); Computer science; Retrofitting; Support vector machine; Extreme learning machine; Failure mode and effects analysis; Shear strength (soil); Artificial neural network; Structural engineering; Mode (computer interface); Machine learning; Artificial intelligence; Engineering; Materials science; Geology; Composite material","authors":[{"name":"Wassim Ben Chaabene","is_ca":true},{"name":"Moncef L. Nehdi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04286845675072942,"gpt":0.3122015899230003,"spread":0.2693331331722709,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003403335,0.0006661583,0.000682434,0.0004336493,0.0003950988,0.0007311092,0.0007569578,0.0009104508,0.001417449],"category_scores_gemma":[0.0006161362,0.0003120631,0.0006274619,0.0003221833,0.0003449912,0.0005150435,0.0003560788,0.0005491064,0.0001974535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005722187,"about_ca_system_score_gemma":0.0009839146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01657377,"about_ca_topic_score_gemma":0.01147453,"domain_scores_codex":[0.999869,0.00002561672,0.00000894727,0.00003816037,0.00003659585,0.00002163308],"domain_scores_gemma":[0.9998023,0.00008716122,0.00002812857,0.00001039393,0.00006047104,0.00001167617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002412521,0.00002326388,0.0005989984,0.00001631027,0.00001426698,0.00002419184,0.00001017726,0.9904287,0.0007797544,0.0006625072,0.0001441208,0.007273581],"study_design_scores_gemma":[5.848974e-7,0.00000347064,0.0000301009,6.262711e-7,0.000001077655,0.000001122863,7.913933e-7,0.9998114,0.00006544883,0.00005789179,0.00002698639,5.830695e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2173499,0.0007267017,0.7698358,0.0004838424,0.0001333393,0.0001043631,0.0002225875,0.0006924056,0.010451],"genre_scores_gemma":[0.9596859,0.0002186839,0.03514516,0.0000790026,0.00002488764,0.0001444037,0.0001478636,0.00002322054,0.004530829],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01657377,"threshold_uncertainty_score":0.03295457,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283742391","doi":"10.1016/j.jcomc.2022.100290","title":"Intimate contact development for automated fiber placement of thermoplastic composites","year":2022,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Compaction; Thermoplastic composites; Peek; Thermoplastic; Pressing; Contact angle; Contact area; Mechanical engineering; Polymer; Engineering","authors":[{"name":"Arash Khodaei","is_ca":true},{"name":"Farjad Shadmehri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04181545680068958,"gpt":0.3363636547576364,"spread":0.2945481979569468,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003633238,0.0002491779,0.0002400949,0.0005419251,0.0002315795,0.0002817083,0.0003197976,0.0002603994,0.0005483222],"category_scores_gemma":[0.000734041,0.0001930154,0.0001882982,0.000441181,0.000354439,0.0004468856,0.0003155301,0.0003086934,0.00009416987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004281027,"about_ca_system_score_gemma":0.0001602713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006866045,"about_ca_topic_score_gemma":0.001725527,"domain_scores_codex":[0.9993587,0.00006193712,0.0000227253,0.00008339313,0.0004217202,0.00005152593],"domain_scores_gemma":[0.9992919,0.0002027855,0.0002463558,0.000107658,0.0001246617,0.00002668845],"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":[0.00005306614,0.00004129123,0.0008625018,0.00007977864,0.000005445686,0.00006899711,0.0001204385,0.002819535,0.9791199,0.0005710449,0.00003912258,0.01621871],"study_design_scores_gemma":[0.000004295657,0.0002494693,0.005848895,0.000005431204,0.000007711158,0.0001038888,0.00004875248,0.02790966,0.9647867,0.0001343539,0.0008867842,0.00001411716],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968303,0.000693208,0.02976947,0.00001236827,0.00001377279,0.00002181999,0.00002870005,0.0001334824,0.001024179],"genre_scores_gemma":[0.993037,0.0001757012,0.006482553,0.000003060271,0.000002395562,0.000008754035,0.00001839314,0.000007768822,0.0002643359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006866045,"threshold_uncertainty_score":0.003106058,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200306549","doi":"10.1016/j.jcomc.2021.100222","title":"Hybrid composites with engineered polysaccharides for automotive lightweight","year":2021,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Composite material; Polypropylene; Materials science; Glass fiber; Fiber; Filler (materials); Thermoplastic; Automotive industry","authors":[{"name":"Dinesha Ganesarajan","is_ca":true},{"name":"Leonardo C. Simon","is_ca":true},{"name":"Sandeep Tamrakar","is_ca":false},{"name":"Alper Kızıltaş","is_ca":false},{"name":"Deborah F. Mielewski","is_ca":false},{"name":"Natnael Behabtu","is_ca":false},{"name":"Christian P. Lenges","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03257944549463654,"gpt":0.3215025891395458,"spread":0.2889231436449092,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001268841,0.0002864321,0.000107501,0.000248356,0.0001093674,0.0002538295,0.000122875,0.000228479,0.0006666792],"category_scores_gemma":[0.00008017581,0.0001014535,0.0002228879,0.0001756099,0.00009622033,0.0002857731,0.0002112542,0.0002755538,0.0002300193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001708879,"about_ca_system_score_gemma":0.0001496311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002558566,"about_ca_topic_score_gemma":0.001266373,"domain_scores_codex":[0.9999361,0.00000942006,0.000003487627,0.00001093173,0.00002677732,0.00001320431],"domain_scores_gemma":[0.9999487,0.00000780509,0.00001699923,0.000004073637,0.00001281717,0.000009505767],"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":[0.00001506876,0.00001882179,0.0001348861,0.00005789755,0.000006488848,0.00004546282,0.00001051949,0.0004767951,0.9960269,0.0002615134,0.00002000777,0.002925646],"study_design_scores_gemma":[0.000003756681,0.0003025414,0.001372764,0.00001078082,0.0000192163,0.0001921661,0.0000287457,0.002208339,0.9895023,0.0001262384,0.006223841,0.000009177281],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638134,0.004034912,0.02786394,0.00009107107,0.00008400887,0.00005260962,0.0001214636,0.0001274947,0.003811096],"genre_scores_gemma":[0.9726952,0.001411759,0.02287399,0.00005533091,0.00001403798,0.00002740631,0.00013027,0.00002367507,0.002768263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006666792,"threshold_uncertainty_score":0.002230287,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285499994","doi":"10.1016/j.jcomc.2022.100296","title":"Influence of UV irradiation on mechanical properties and drop-weight impact performance of polypropylene biocomposites reinforced with short flax and pine fibers","year":2022,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Polypropylene; Flexural strength; Biocomposite; Cellulose; Fourier transform infrared spectroscopy; Flexural modulus; Lignin; Irradiation; Surface roughness; Izod impact strength test; Composite number; Ultimate tensile strength; Chemical engineering; Chemistry","authors":[{"name":"Khaled Nasri","is_ca":true},{"name":"Lotfi Toubal","is_ca":true},{"name":"Éric Loranger","is_ca":true},{"name":"Demagna Koffi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02778000722728035,"gpt":0.2920057231178529,"spread":0.2642257158905726,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000209132,0.0003801793,0.0001284497,0.0002337446,0.0001201251,0.0001447641,0.00008611144,0.0002192887,0.0006200239],"category_scores_gemma":[0.000338967,0.0001321955,0.000166347,0.0001659082,0.0001355965,0.0001937408,0.0001000463,0.0002543178,0.00008033567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000107744,"about_ca_system_score_gemma":0.00007090152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005351453,"about_ca_topic_score_gemma":0.0009933104,"domain_scores_codex":[0.9998596,0.00002208965,0.000013671,0.00002824052,0.00004357253,0.00003279249],"domain_scores_gemma":[0.9996403,0.0001322798,0.0001072173,0.00002165621,0.00005717122,0.00004124814],"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":[0.0001138702,0.00001591325,0.0004408213,0.00002802384,0.000006154994,0.00003707359,0.00002145409,0.0001730898,0.9980512,0.00000731688,0.00000524268,0.001099935],"study_design_scores_gemma":[0.000002377764,0.0003914056,0.009785519,0.000004307394,0.00001419749,0.00004120786,0.00002999011,0.0004068073,0.9891564,0.000005789183,0.0001577336,0.000004319768],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992203,0.0003238597,0.0002523382,0.000003394898,0.000003128433,0.000002989516,0.00002682622,0.00000456741,0.0001626338],"genre_scores_gemma":[0.9992336,0.0001533094,0.0002900976,0.000006675194,0.000001336867,0.00000437764,0.00003732207,0.000003713859,0.0002695513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006200239,"threshold_uncertainty_score":0.002074242,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386102955","doi":"10.1016/j.jcomc.2023.100390","title":"Heat sealable regenerated cellulose films enabled by zein coating for sustainable food packaging","year":2023,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Canada Foundation for Innovation","keywords":"Cellulose; Materials science; Food packaging; Thermoplastic; Coating; Composite material; Composite number; Regenerated cellulose; Adhesive; Chemical engineering; Layer (electronics); Chemistry; Food science","authors":[{"name":"Yaqi Chu","is_ca":true},{"name":"Cassandra Popovich","is_ca":true},{"name":"Yixiang Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06786287840394455,"gpt":0.3803769574380774,"spread":0.3125140790341329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001678546,0.0003210549,0.0001671638,0.0002362531,0.00009956202,0.0002385349,0.0001450703,0.0002867231,0.0006709791],"category_scores_gemma":[0.0001444315,0.0001660565,0.000201933,0.0001728013,0.0001190054,0.0004221397,0.0001874951,0.0003808498,0.0002036183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001400971,"about_ca_system_score_gemma":0.00009401564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002432707,"about_ca_topic_score_gemma":0.0006987785,"domain_scores_codex":[0.9999251,0.000009589017,0.000005647197,0.00001495661,0.00002520123,0.00001957111],"domain_scores_gemma":[0.999916,0.00001661714,0.00003338491,0.000007678645,0.00001318567,0.00001311476],"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":[0.00001709817,0.000006077461,0.00004583771,0.0000419632,0.000002430239,0.00004193372,0.00001227454,0.00006027466,0.9984428,0.00005708068,0.00001806058,0.001254162],"study_design_scores_gemma":[0.000002158436,0.00004567792,0.0006335597,0.000003422409,0.000004873923,0.00005952543,0.000009380857,0.0003703435,0.9979222,0.00001313715,0.0009321962,0.000003436226],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818023,0.003974298,0.01167969,0.00006689322,0.00005402902,0.0000264832,0.0001252941,0.0001189968,0.002152025],"genre_scores_gemma":[0.990492,0.001570184,0.006372899,0.00002807175,0.000008614315,0.00001232907,0.00006877838,0.00002445694,0.001422699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006709791,"threshold_uncertainty_score":0.002244592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4327922989","doi":"10.1016/j.jcomc.2023.100358","title":"Injection moulded composites from high biomass filled biodegradable plastic: Properties and performance evaluation for single-use applications","year":2023,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Biocomposite; Materials science; Flexural strength; Composite material; Polybutylene succinate; Heat deflection temperature; Ultimate tensile strength; Biodegradable polymer; Injection moulding; Biodegradation; Polymer; Izod impact strength test; Composite number","authors":[{"name":"Kaitlyn P. Root","is_ca":true},{"name":"Akhilesh Kumar Pal","is_ca":true},{"name":"Ehsan Pesaranhajiabbas","is_ca":true},{"name":"Amar K. Mohanty","is_ca":true},{"name":"Manjusri Misra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1676565313443661,"gpt":0.3245048867913223,"spread":0.1568483554469562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002209246,0.0004174514,0.00016645,0.0003843851,0.0001062099,0.0002175421,0.0001400474,0.0002541632,0.0007659445],"category_scores_gemma":[0.0001954148,0.000146671,0.0002369635,0.0003442841,0.000131051,0.0002076272,0.0001240343,0.0002651977,0.0002400697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001631915,"about_ca_system_score_gemma":0.00008913675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003039107,"about_ca_topic_score_gemma":0.0007745443,"domain_scores_codex":[0.9998996,0.000009521641,0.000009426978,0.00002136581,0.00004293592,0.00001718665],"domain_scores_gemma":[0.9998475,0.00002723543,0.00005590713,0.00001200959,0.00003611361,0.0000211342],"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":[0.00003300574,0.0000172377,0.0001126708,0.00003483662,0.000002320157,0.00001875536,0.00001033408,0.0001150134,0.9981883,0.0000117909,0.000007454238,0.001448448],"study_design_scores_gemma":[0.000001337507,0.0001284608,0.001734081,0.000002669445,0.000006752791,0.00002869308,0.000007892041,0.0004661366,0.9973344,0.000003988142,0.000282009,0.000003660109],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944139,0.0008635797,0.003915843,0.00001113042,0.00001198116,0.00002116926,0.000138606,0.00006661836,0.0005572957],"genre_scores_gemma":[0.9945105,0.0005071521,0.00385019,0.000006271571,0.000002879218,0.00002239821,0.0000999527,0.00002139699,0.0009793071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007659445,"threshold_uncertainty_score":0.002562344,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410245480","doi":"10.1016/j.jcomc.2025.100602","title":"Current status and future outlook of 4D printing of polymers and composites-A prospective","year":2025,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"Ministry of Colleges and Universities; Ontario Agri-Food Innovation Alliance; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Beef Farmers of Ontario","keywords":"Current (fluid); Composite material; Materials science; Polymer; Engineering; Electrical engineering","authors":[{"name":"Malik Hassan","is_ca":true},{"name":"Amar K. Mohanty","is_ca":true},{"name":"Tao Wang","is_ca":true},{"name":"Hom Nath Dhakal","is_ca":false},{"name":"Manjusri Misra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01508763779755562,"gpt":0.3260881731191804,"spread":0.3110005353216248,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002034208,0.0007311406,0.0008646325,0.001428018,0.0005276604,0.00238408,0.0009831847,0.002450059,0.01056554],"category_scores_gemma":[0.001960516,0.0005366195,0.000734337,0.001794559,0.0008839732,0.00394747,0.001313905,0.002009628,0.003743722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006921702,"about_ca_system_score_gemma":0.001994803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007973091,"about_ca_topic_score_gemma":0.001489414,"domain_scores_codex":[0.9994222,0.0001043324,0.00005903522,0.00008978108,0.000240584,0.00008404363],"domain_scores_gemma":[0.9980838,0.0009987202,0.0001920782,0.0000663082,0.0004721315,0.0001870274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001448701,0.0001727945,0.0006548612,0.01330593,0.0000461612,0.0003538693,0.0001926302,0.001504144,0.008208056,0.02359183,0.04507975,0.9067452],"study_design_scores_gemma":[0.0000122315,0.0002252235,0.0004853792,0.002089095,0.00005092849,0.0006820984,0.0001796875,0.0007325263,0.003169263,0.007035634,0.9852883,0.00004962553],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008750554,0.988578,0.001264243,0.002342876,0.0007644395,0.0000112831,0.00007079176,0.00004739603,0.006045839],"genre_scores_gemma":[0.005324214,0.9865997,0.00242275,0.001670616,0.000843998,0.00003432958,0.0001578182,0.00001753106,0.002929059],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01056554,"threshold_uncertainty_score":0.03534526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4311987045","doi":"10.1016/j.jcomc.2022.100338","title":"Biobased hybrid composite design for optimum hardness and wear resistance","year":2022,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nova Scotia Community College","funders":"","keywords":"Materials science; Composite number; Rockwell scale; Box–Behnken design; Brinell scale; Composite material; Calibration; Response surface methodology; Computer science; Mathematics","authors":[{"name":"Christian Emeka Okafor","is_ca":false},{"name":"Sunday Iweriolor","is_ca":false},{"name":"Okwuchukwu Innocent Ani","is_ca":false},{"name":"Nürettin Akçakale","is_ca":false},{"name":"Godspower Onyekachukwu Ekwueme","is_ca":false},{"name":"Peter Chukwuemeka Ugwu","is_ca":true},{"name":"Emmanuel Chukwudi Nwanna","is_ca":false},{"name":"Anthony Chinweuba Onovo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06814370028414848,"gpt":0.3454229684452699,"spread":0.2772792681611214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005605237,0.0006481443,0.0005816613,0.0009285494,0.0001845792,0.0008246173,0.0005891863,0.0006856642,0.001347668],"category_scores_gemma":[0.000489438,0.0002800422,0.0005512339,0.0004676335,0.0002242303,0.0003253536,0.0004017636,0.0003221658,0.0003588521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000363279,"about_ca_system_score_gemma":0.0004274081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003756269,"about_ca_topic_score_gemma":0.001065608,"domain_scores_codex":[0.9996136,0.00004326537,0.00002163214,0.00008695814,0.0001888939,0.00004566306],"domain_scores_gemma":[0.999698,0.00007438503,0.00009738001,0.0000173356,0.0000929094,0.00001995947],"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":[0.0002727113,0.0003401726,0.00085593,0.001000292,0.00006142359,0.0001798007,0.00008586334,0.221801,0.717422,0.002198111,0.0003601877,0.05542245],"study_design_scores_gemma":[0.00005550515,0.003405704,0.003955107,0.00005634611,0.0001728455,0.0003153729,0.0001061728,0.6710849,0.3095962,0.00147411,0.00970925,0.00006854742],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3949304,0.001834336,0.5902546,0.00008851656,0.0001035902,0.0002843787,0.0002094531,0.0004760757,0.0118187],"genre_scores_gemma":[0.8103023,0.0004578279,0.1848931,0.00004089712,0.00001518237,0.0003753469,0.0001408669,0.00006406326,0.003710444],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001347668,"threshold_uncertainty_score":0.004508376,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3046098095","doi":"10.1016/j.jcomc.2020.100008","title":"Study of translaminar fracture toughness of unidirectional flax/epoxy composite","year":2020,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Université du Québec à Trois-Rivières; École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Composite material; Materials science; Thermography; Fracture toughness; Epoxy; Fracture (geology); Ultimate tensile strength; Composite number; Tension (geology); Tensile testing; Fiber; Compression (physics); Structural engineering; Infrared; Engineering","authors":[{"name":"Yousef Saadati","is_ca":true},{"name":"Gilbert Lebrun","is_ca":true},{"name":"Christophe Bouvet","is_ca":false},{"name":"Jean-François Châtelain","is_ca":true},{"name":"Yves Beauchamp","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06509280284497188,"gpt":0.3563126472691807,"spread":0.2912198444242088,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002042896,0.0002461141,0.0001405932,0.0006348738,0.0002088963,0.00009623768,0.0001604596,0.0002543401,0.001005329],"category_scores_gemma":[0.0002915132,0.000126136,0.0001369406,0.000293351,0.0002281042,0.0002259621,0.0001211464,0.0003022965,0.0001037772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001143245,"about_ca_system_score_gemma":0.00008772917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001133598,"about_ca_topic_score_gemma":0.00193424,"domain_scores_codex":[0.9998424,0.000009401784,0.000008798145,0.00003732249,0.00007909704,0.00002292732],"domain_scores_gemma":[0.9995881,0.0001199277,0.0001098544,0.000023039,0.0001269069,0.00003219779],"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":[0.00003933121,0.00001156002,0.001088703,0.00004598534,0.000003871163,0.0001133645,0.00009909104,0.0002748272,0.9962491,0.00004965325,0.00001807227,0.002006349],"study_design_scores_gemma":[0.00000395414,0.0004423598,0.05451702,0.00001412753,0.00001681023,0.0004054772,0.0002290898,0.004156363,0.9393727,0.00007128243,0.0007487031,0.00002226019],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973192,0.0003501672,0.001626901,0.000006817576,0.000005135822,0.000006831465,0.00006648748,0.00001226038,0.0006063375],"genre_scores_gemma":[0.998086,0.0001612648,0.001004657,0.000006981413,0.000003077031,0.000009056549,0.00004637566,0.000007287149,0.0006753077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001133598,"threshold_uncertainty_score":0.003363132,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210803387","doi":"10.1016/j.jcomc.2022.100231","title":"Effect of a Halloysite-polyurethane nanocomposite interlayer on the ballistic performance of laminate transparent armour","year":2022,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Nanocomposite; Composite material; Polyurethane; Halloysite; Armour; Toughness; Ductility (Earth science); Microstructure; Fracture toughness; Strain rate; Layer (electronics); Creep","authors":[{"name":"Rafaela Aguiar","is_ca":true},{"name":"Oren E. Petel","is_ca":true},{"name":"Ronald E. Miller","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0612619712203345,"gpt":0.3684387987037089,"spread":0.3071768274833744,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001428614,0.0003202912,0.0001628409,0.0001308385,0.0001297686,0.0002461202,0.0001706806,0.0002041736,0.0007667121],"category_scores_gemma":[0.000301668,0.0001554646,0.0001368778,0.0001082701,0.0001565493,0.0002137438,0.0001774493,0.0003106161,0.000114307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001441195,"about_ca_system_score_gemma":0.0001156177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009329257,"about_ca_topic_score_gemma":0.001859641,"domain_scores_codex":[0.9998993,0.00001257083,0.000008237651,0.00002312667,0.00002959007,0.00002720376],"domain_scores_gemma":[0.9998116,0.0000600318,0.00004730519,0.00001132167,0.00003215919,0.00003753822],"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":[0.00008403273,0.00001518369,0.0001077028,0.00002913211,0.000004518074,0.00002242798,0.00002151973,0.0001341086,0.9991334,0.00001577503,0.000006512681,0.0004255596],"study_design_scores_gemma":[0.000003661929,0.0001818618,0.001024277,0.000003312656,0.000008201288,0.0000141078,0.0000203837,0.001165496,0.9974346,0.000002896026,0.0001377765,0.000003370967],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994247,0.000106412,0.0002113402,0.000004835858,0.00000369953,0.000002991429,0.00001591783,0.00001549928,0.0002146591],"genre_scores_gemma":[0.9990326,0.00009395142,0.0005487818,0.000004826209,0.000001022025,0.000004294865,0.00002019592,0.000006507536,0.0002877566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009329257,"threshold_uncertainty_score":0.002564967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385651692","doi":"10.1016/j.jcomc.2023.100388","title":"High biomass filled biodegradable plastic in engineering sustainable composites","year":2023,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Materials science; Composite material; Ultimate tensile strength; Biocomposite; Polybutylene succinate; Biodegradable polymer; Composite number; Filler (materials); Polymer","authors":[{"name":"Dayna Colleen McNeill","is_ca":true},{"name":"Akhilesh Kumar Pal","is_ca":true},{"name":"Amar K. Mohanty","is_ca":true},{"name":"Manjusri Misra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02678745421815464,"gpt":0.3042350449920773,"spread":0.2774475907739227,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001195937,0.0003545115,0.0001150797,0.0004011359,0.0001447625,0.0003401496,0.0001252847,0.0002918945,0.0008135119],"category_scores_gemma":[0.00007125649,0.0001940495,0.0002013156,0.0002358431,0.0001089079,0.000348383,0.0002833453,0.0003569611,0.0004255402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002480576,"about_ca_system_score_gemma":0.0001674162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002407904,"about_ca_topic_score_gemma":0.0009737622,"domain_scores_codex":[0.9999282,0.000009274986,0.00000535624,0.0000119604,0.00002894672,0.00001623649],"domain_scores_gemma":[0.9999664,0.000004217549,0.00001163588,0.000002619833,0.000007054308,0.000008038721],"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":[0.000009003208,0.00001771479,0.00006536068,0.00008074831,0.000002898182,0.00006294277,0.00001163838,0.0002829845,0.9957138,0.0004232653,0.00003087502,0.003298738],"study_design_scores_gemma":[0.000002909924,0.0001107208,0.0005681008,0.0000136007,0.000007540632,0.0001267222,0.00001996954,0.001248231,0.9912095,0.0002487963,0.006438553,0.000005354028],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9413915,0.01351046,0.03313082,0.0002554212,0.0001786627,0.00006218741,0.0002188563,0.0002252348,0.01102689],"genre_scores_gemma":[0.9782966,0.004254449,0.01237887,0.00004203658,0.00001808141,0.00003689319,0.0001221496,0.00004146036,0.004809323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008135119,"threshold_uncertainty_score":0.002721488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200387138","doi":"10.1016/j.jcomc.2021.100214","title":"Models for heat transfer in thermoplastic composites made by automated fiber placement using hot gas torch","year":2021,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Torch; Composite number; Heat transfer; Thermal; Transient (computer programming); Deformation (meteorology); Convection; Composite laminates; Mechanics; Thermodynamics; Computer science","authors":[{"name":"Mehrshad Moghadamazad","is_ca":true},{"name":"Suong V. Hoa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0751911019447871,"gpt":0.3489724780479998,"spread":0.2737813761032127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003253198,0.0007612587,0.0006924543,0.0005613805,0.0005485028,0.0006781627,0.001239272,0.001530929,0.002261236],"category_scores_gemma":[0.0006129786,0.0005548169,0.0009902979,0.0003723282,0.0006246251,0.0009531475,0.0004458196,0.0008337803,0.0005127464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009674163,"about_ca_system_score_gemma":0.0008908543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007541629,"about_ca_topic_score_gemma":0.00485138,"domain_scores_codex":[0.9998324,0.00004141161,0.000007008205,0.00003536786,0.00005955053,0.00002419308],"domain_scores_gemma":[0.9997684,0.0001373805,0.00002751432,0.00002019197,0.00003538634,0.00001111253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002256789,0.00002221483,0.000194826,0.00005711362,0.000007059195,0.00004628405,0.00005994676,0.9872379,0.005704096,0.003527582,0.000124696,0.002995676],"study_design_scores_gemma":[0.000002400401,0.000008810029,0.00005543398,0.000003290846,0.000001823939,0.00001026261,0.000006542264,0.9983763,0.0008529109,0.0003569152,0.0003216125,0.000003727033],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09142061,0.0009099515,0.8923495,0.0002510448,0.000112901,0.00013268,0.0002867541,0.000736644,0.01379992],"genre_scores_gemma":[0.9271573,0.0009818114,0.05217926,0.00006400176,0.00004443753,0.0004258684,0.0002972547,0.0002648848,0.01858517],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007541629,"threshold_uncertainty_score":0.01499546,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4315977458","doi":"10.1016/j.jcomc.2023.100349","title":"Aeroelastic flutter of triply periodic minimal surface (TPMS) beams","year":2023,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Department of Mechanical Engineering, University of Alberta; National Institute of Technology Karnataka, Surathkal","keywords":"Flutter; Aeroelasticity; Aerodynamics; Boundary value problem; Bernoulli's principle; Euler's formula; Mathematical analysis; Mathematics; Physics; Mechanics","authors":[{"name":"Mithilesh Kurup","is_ca":false},{"name":"Jeyaraj Pitchaimani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02857054864320779,"gpt":0.3111452268866706,"spread":0.2825746782434628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008004533,0.000160782,0.0001239502,0.0002007236,0.00009014585,0.0001671031,0.0001297011,0.0001589815,0.0005928526],"category_scores_gemma":[0.0001850898,0.00006379999,0.0001490764,0.0001012656,0.0002267751,0.0001193662,0.0001165303,0.00007236563,0.00005037834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001009003,"about_ca_system_score_gemma":0.00007825522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007408797,"about_ca_topic_score_gemma":0.0007467342,"domain_scores_codex":[0.9999667,0.00000661872,0.000001401816,0.000004797505,0.0000125209,0.000007927541],"domain_scores_gemma":[0.9999573,0.00001449542,0.0000114789,0.000004932416,0.000007824781,0.000003906487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002157748,0.00004357508,0.01267508,0.0001742478,0.00002762683,0.0006997813,0.0001521854,0.3726383,0.5628978,0.01037628,0.0002915239,0.0398079],"study_design_scores_gemma":[0.00001289285,0.0001918825,0.01373839,0.00001134096,0.000009010485,0.00026987,0.00008634567,0.9419349,0.04094262,0.002115074,0.0006732195,0.00001449758],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981556,0.00006911108,0.0158169,0.0000141103,0.000003875844,0.000005557229,0.0000247828,0.00001874065,0.00249096],"genre_scores_gemma":[0.9978601,0.00002998949,0.001720503,0.000002184848,9.646673e-7,0.000004517164,0.000013068,0.000002549106,0.0003661352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007408797,"threshold_uncertainty_score":0.001983285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3047220439","doi":"10.1016/j.jcomc.2020.100009","title":"Constructing pristine and modified cellulose nanocrystals based cured polychloroprene nanocomposite films for dipped goods application","year":2020,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Resources Canada","keywords":"Materials science; Ultimate tensile strength; Nanocomposite; Composite material; Chemical engineering","authors":[{"name":"Hormoz Eslami","is_ca":true},{"name":"Costas Tzoganakis","is_ca":true},{"name":"Tizazu H. Mekonnen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07430295836106303,"gpt":0.3745355130826328,"spread":0.3002325547215698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001151109,0.0003424986,0.0001705929,0.0001757251,0.00008347637,0.0002731086,0.0002376502,0.0003108205,0.000743299],"category_scores_gemma":[0.0001428218,0.0001620453,0.0002380743,0.0001268044,0.0001051685,0.0003192833,0.0001152918,0.0003557071,0.0002363816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002084116,"about_ca_system_score_gemma":0.0001395064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005188823,"about_ca_topic_score_gemma":0.002437084,"domain_scores_codex":[0.9998995,0.00000723383,0.000007148094,0.00002783683,0.00003930575,0.0000189444],"domain_scores_gemma":[0.9999009,0.00001797592,0.00003008024,0.000009969723,0.00002754685,0.00001354517],"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":[0.000008079112,0.000004659988,0.00002946021,0.00002597188,0.000001550429,0.00002512479,0.000003577652,0.00003727232,0.9992262,0.00001841203,0.000005764473,0.000613831],"study_design_scores_gemma":[0.000001203395,0.0000443163,0.0004263071,0.000001844137,0.000005049782,0.00003682762,0.00000584526,0.0005219643,0.9984331,0.000004336883,0.0005168166,0.000002434934],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809631,0.00145705,0.01471193,0.00005790735,0.00004727238,0.00005918364,0.0001973208,0.0001484537,0.002357699],"genre_scores_gemma":[0.9724563,0.001067605,0.02313293,0.00004790325,0.000009718196,0.00003794001,0.0001972408,0.00004976957,0.003000652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000743299,"threshold_uncertainty_score":0.002486587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213379556","doi":"10.1016/j.jcomc.2022.100245","title":"Enhancing the mechanical properties of fluororubber through the formation of crosslinked networks with aminated multi-walled carbon nanotubes and reduced graphene oxides","year":2022,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Polymer Nanocomposite Synthesis and Irradiation","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"Wenzhou Municipal Science and Technology Bureau; National Natural Science Foundation of China","keywords":"Graphene; Materials science; Carbon nanotube; Composite material; Oxide; Ultimate tensile strength; Composite number; Modulus; Young's modulus; Nanotechnology","authors":[{"name":"Yurou Chen","is_ca":false},{"name":"Yadong Wu","is_ca":false},{"name":"Jun Li","is_ca":false},{"name":"Xuqiang Peng","is_ca":false},{"name":"Shun Wang","is_ca":false},{"name":"Jichang Wang","is_ca":true},{"name":"Huile Jin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04673677184432152,"gpt":0.2958411866053227,"spread":0.2491044147610012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001258803,0.0003509526,0.0001312037,0.0002025761,0.0001181146,0.0001464552,0.0001592115,0.0002729388,0.0006227796],"category_scores_gemma":[0.0001611871,0.0001113465,0.0001153648,0.0001058692,0.0001330128,0.0003296435,0.0001121688,0.0001850813,0.0001100303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000172025,"about_ca_system_score_gemma":0.00008183758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002290874,"about_ca_topic_score_gemma":0.001106666,"domain_scores_codex":[0.9999187,0.00001009305,0.000004100784,0.0000244782,0.00002411316,0.00001855978],"domain_scores_gemma":[0.9999248,0.00001635466,0.00003281612,0.000005089133,0.00001055233,0.00001037318],"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":[0.00001560189,0.000006967926,0.00005469962,0.00002450192,0.000001687493,0.0000187986,0.000007239342,0.00009493506,0.9987603,0.00004633433,0.000007285663,0.0009617471],"study_design_scores_gemma":[0.000001409213,0.00009918524,0.001100369,0.000002098418,0.000004094516,0.00004235424,0.000006329095,0.0007483283,0.9974911,0.00001632148,0.000485214,0.000003202026],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930355,0.0009292055,0.004828838,0.00002663238,0.00001583678,0.000008797431,0.00003390776,0.00005949601,0.001061752],"genre_scores_gemma":[0.9949766,0.0002977434,0.00382903,0.00001400386,0.000004491445,0.000007361612,0.00003255339,0.00001025767,0.0008278923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006227796,"threshold_uncertainty_score":0.002083421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404917843","doi":"10.1016/j.jcomc.2024.100547","title":"Comparing flax fibre/biopolymer woven composites with carbon fibre-enhanced, partially green alternatives: Mechanical performance versus sustainability","year":2024,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia","keywords":"Biopolymer; Composite material; Materials science; Sustainability; Carbon fibers; Composite number; Polymer; Ecology","authors":[{"name":"Olivia H. Margoto","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04113387838593845,"gpt":0.3421815929973415,"spread":0.301047714611403,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002111619,0.0003888273,0.0001988289,0.0004730284,0.0001485899,0.0003092062,0.0001236496,0.0004044115,0.0007789061],"category_scores_gemma":[0.0001912233,0.0001503797,0.0002674828,0.0002724259,0.000152643,0.0003636155,0.0001361603,0.0003374155,0.0001903186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001367955,"about_ca_system_score_gemma":0.00009273311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003644743,"about_ca_topic_score_gemma":0.001662844,"domain_scores_codex":[0.9998662,0.00001224872,0.00001069926,0.00002911653,0.00005787228,0.00002369312],"domain_scores_gemma":[0.9998324,0.00003735473,0.00005428958,0.000008123707,0.00004295372,0.00002498515],"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":[0.00006939526,0.00001861283,0.0001571693,0.00006714292,0.000005912559,0.00002739355,0.00001115339,0.0001499706,0.9978825,0.00003320488,0.00001230893,0.001565226],"study_design_scores_gemma":[0.000004163254,0.0004654917,0.003500073,0.00001183097,0.00002852243,0.0000796773,0.00004187422,0.001101626,0.9935892,0.00002647023,0.001141515,0.000009647599],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951356,0.001804628,0.001646453,0.00001858359,0.00002509001,0.000011739,0.00008792456,0.0000254858,0.001244507],"genre_scores_gemma":[0.9946879,0.001000528,0.002985382,0.00002330207,0.000009177796,0.00001824836,0.00009626539,0.00001502863,0.001164165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007789061,"threshold_uncertainty_score":0.002605736,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3160038964","doi":"10.1016/j.jcomc.2021.100156","title":"A group multicriteria decision making with ANOVA to select optimum parameters of drilling flax fibre composites: A case study","year":2021,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Multiple-criteria decision analysis; Drill; Delamination (geology); Drilling; Ultimate tensile strength; Residual; Structural engineering; Computer science; Mathematics; Engineering; Materials science; Mechanical engineering; Composite material; Mathematical optimization; Algorithm; Geology","authors":[{"name":"Reeghan Osmond","is_ca":true},{"name":"Zahra Mollahoseini","is_ca":true},{"name":"Jeevanjot Singh","is_ca":true},{"name":"Abhisar Gautam","is_ca":true},{"name":"Rudolf Seethaler","is_ca":true},{"name":"Kevin Golovin","is_ca":true},{"name":"Abbas S. Milani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05489159113227382,"gpt":0.3817526865583906,"spread":0.3268610954261168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004192505,0.00115475,0.001249253,0.001187935,0.0009271977,0.001369625,0.0009305776,0.001573344,0.002689212],"category_scores_gemma":[0.003709838,0.0003843716,0.002220329,0.001074561,0.0006548641,0.0005744948,0.0008408253,0.001025738,0.0001597455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082115,"about_ca_system_score_gemma":0.001376204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004995193,"about_ca_topic_score_gemma":0.005727774,"domain_scores_codex":[0.9982237,0.001073928,0.00006861992,0.0001860562,0.0002516983,0.000195923],"domain_scores_gemma":[0.9964916,0.002820701,0.0001813629,0.0001114134,0.0003043677,0.00009051362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0004566531,0.0005041556,0.003152735,0.0004989909,0.0001544032,0.001045502,0.0003942612,0.9345538,0.004095497,0.006141187,0.000566304,0.04843649],"study_design_scores_gemma":[0.00003439894,0.0004673048,0.0008065902,0.00002375551,0.00004832001,0.00006863723,0.0003054318,0.9924842,0.002407917,0.002605276,0.0007249779,0.0000232402],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5085222,0.0005693733,0.4821094,0.0003466165,0.00007286904,0.0005979014,0.0002845751,0.0001333921,0.007363662],"genre_scores_gemma":[0.8405827,0.0001741621,0.157292,0.00002419765,0.00001418963,0.0003003454,0.00008307633,0.00001338916,0.001515959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004995193,"threshold_uncertainty_score":0.02217233,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4289171403","doi":"10.1016/j.jcomc.2022.100301","title":"Sustainable Biocomposites from Biofuel Co-Product and Biodegradable Plastic: Effect of Pyrolysis and Compatibilizer on Performance","year":2022,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Ontario Ministry of Agriculture, Food and Rural Affairs; University of Guelph","keywords":"Ultimate tensile strength; Materials science; Flexural strength; Heat deflection temperature; Biocomposite; Maleic anhydride; Compatibilization; Composite material; Polybutylene succinate; Thermal stability; Distillers grains; Izod impact strength test; Pulp and paper industry; Food science; Polymer; Chemistry; Polymer blend; Composite number; Organic chemistry","authors":[{"name":"Jeffrey Lim","is_ca":true},{"name":"Ehsan Pesaranhajiabbas","is_ca":true},{"name":"Michael R. Snowdon","is_ca":true},{"name":"Amar K. Mohanty","is_ca":true},{"name":"Manjusri Misra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02176112215835166,"gpt":0.3113263823723064,"spread":0.2895652602139547,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000223249,0.0003384765,0.0002078984,0.000255873,0.0000992584,0.0002744596,0.0001274477,0.0002283779,0.0008423835],"category_scores_gemma":[0.0001962646,0.0001437869,0.000212576,0.0002837337,0.0001082193,0.0003219831,0.0001587579,0.0002702108,0.0002129809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001252873,"about_ca_system_score_gemma":0.0001142143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002590881,"about_ca_topic_score_gemma":0.0007995478,"domain_scores_codex":[0.9998599,0.00001859363,0.00001730144,0.0000303251,0.00004504804,0.00002873635],"domain_scores_gemma":[0.9998683,0.00002871804,0.00004414215,0.000009195869,0.00002822138,0.00002145248],"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":[0.00009816379,0.00002938946,0.0001866073,0.00003473366,0.000005225303,0.00002428728,0.000008480954,0.0001278065,0.998244,0.0000178385,0.000005972682,0.001217363],"study_design_scores_gemma":[0.000001410638,0.0001951802,0.001169799,0.000002407475,0.000009037407,0.00002757083,0.000008909454,0.0002413781,0.9980197,0.000005699158,0.0003161223,0.000002782962],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980738,0.0008559122,0.0004839101,0.00001166733,0.00000890958,0.000006710927,0.00007117628,0.00001188509,0.0004760424],"genre_scores_gemma":[0.9973346,0.0006580327,0.001028851,0.000009136205,0.000003526862,0.000008998139,0.00009997226,0.00001155327,0.0008452861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008423835,"threshold_uncertainty_score":0.002818108,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383215463","doi":"10.1016/j.jcomc.2023.100381","title":"Optimization of fiber orientation and layer thickness in thin carbon fiber-reinforced plastic curved structures","year":2023,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Japan Science and Technology Agency; Council for Science, Technology and Innovation; Swine Innovation Porc","keywords":"Materials science; Lamination; Composite material; Molding (decorative); Fiber; Displacement (psychology); Layer (electronics); Orientation (vector space); Geometry; Mathematics","authors":[{"name":"Haruya Tanaka","is_ca":false},{"name":"Yuto Mori","is_ca":false},{"name":"Naoya Kumekawa","is_ca":false},{"name":"Ryosuke Matsuzaki","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0370440103019361,"gpt":0.3079142528673419,"spread":0.2708702425654058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002068118,0.0008566346,0.0002447914,0.0003369547,0.0001859507,0.0004206542,0.0002659396,0.0004591925,0.000457493],"category_scores_gemma":[0.0003492087,0.0003254665,0.0002923546,0.0002316374,0.0002953764,0.0003138339,0.0002730791,0.0003284467,0.0001811809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004166041,"about_ca_system_score_gemma":0.0005614404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009567341,"about_ca_topic_score_gemma":0.002572944,"domain_scores_codex":[0.9999039,0.00001312345,0.000004333879,0.00002198261,0.00003433841,0.00002237731],"domain_scores_gemma":[0.999827,0.00003996899,0.00006027551,0.00001510316,0.00004147707,0.00001617854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008555379,0.0001169667,0.001261414,0.000132907,0.00002625984,0.0001316616,0.00005482842,0.585645,0.3834391,0.00132005,0.0001781641,0.02760817],"study_design_scores_gemma":[0.00003344057,0.0004136081,0.001839851,0.00001965094,0.00003500667,0.00008007017,0.00006591313,0.8000676,0.1951882,0.0008062744,0.001413024,0.00003727471],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7991442,0.0003434299,0.1967078,0.00005941827,0.00002186791,0.00005169305,0.00007071393,0.0002805151,0.003320294],"genre_scores_gemma":[0.901868,0.0001970206,0.09663412,0.00001482647,0.000002628095,0.00005148866,0.0000795278,0.00007971641,0.001072699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009567341,"threshold_uncertainty_score":0.00302273,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388750965","doi":"10.1016/j.jcomc.2023.100420","title":"Ballistic impact performance of hybrid composite armors made of aluminum foam containing the dispersion of shear thickening fluid made of various synthetic nano-fillers","year":2023,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Universidad de las Fuerzas Armadas ESPE","keywords":"Materials science; Composite material; Composite number; Kevlar; Aluminium; Metal foam; Scanning electron microscope; Aluminium foam sandwich; Ballistic impact","authors":[{"name":"Edison E. Haro","is_ca":false},{"name":"A.G. Odeshi","is_ca":true},{"name":"Santiago Castellanos","is_ca":false},{"name":"Xavier Sánchez-Sánchez","is_ca":false},{"name":"Lenin Abatta","is_ca":false},{"name":"Linker Criollo","is_ca":false},{"name":"Alejandra Alban","is_ca":false},{"name":"Jerzy A. Szpunar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04876235236868336,"gpt":0.3467931180684171,"spread":0.2980307656997337,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002196334,0.0004390001,0.0002167182,0.0004015539,0.0001347712,0.0001615786,0.0002340073,0.0003478172,0.001334539],"category_scores_gemma":[0.0002460456,0.0001960755,0.0002411128,0.0001777372,0.0001491071,0.0002243235,0.0002362707,0.0001852501,0.0002389384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001348244,"about_ca_system_score_gemma":0.0000662223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000648942,"about_ca_topic_score_gemma":0.001167423,"domain_scores_codex":[0.9998097,0.00001624104,0.00001313505,0.0000378613,0.00008414537,0.00003902665],"domain_scores_gemma":[0.9997588,0.00005933426,0.00006072974,0.00001835956,0.00007004732,0.00003262424],"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":[0.0001750397,0.00001117416,0.0005323069,0.00004337576,0.000007713104,0.00005782075,0.00004793097,0.0004403552,0.9965012,0.00001568393,0.00001945014,0.002147971],"study_design_scores_gemma":[0.000005170029,0.0008623715,0.008857399,0.000006346581,0.0000183155,0.0001071863,0.00006805321,0.002826646,0.9868558,0.00001151594,0.0003695714,0.00001154422],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982226,0.0001948616,0.001121443,0.000005997136,0.000004277621,0.000005904812,0.00005059966,0.00004197376,0.0003524022],"genre_scores_gemma":[0.9976103,0.0001409406,0.001213876,0.000006322521,0.000001739322,0.000007395231,0.00006692408,0.000006218555,0.0009461623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001334539,"threshold_uncertainty_score":0.004464507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402469364","doi":"10.1016/j.jcomc.2024.100514","title":"Fire Performance of FRCM-Confined RC Columns: Experimental Investigation and Parametric Analysis","year":2024,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"American University of Sharjah","keywords":"Structural engineering; Parametric statistics; Forensic engineering; Engineering; Mathematics; Statistics","authors":[{"name":"Reem Talo","is_ca":false},{"name":"Salem Khalaf","is_ca":false},{"name":"Farid Abed","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03015263745408954,"gpt":0.3139634519420596,"spread":0.2838108144879701,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004245676,0.0004984216,0.000484064,0.0003100185,0.0002926404,0.0002999891,0.0008075325,0.0005904574,0.001155362],"category_scores_gemma":[0.0006049962,0.0002573522,0.0003651767,0.0003131976,0.000401144,0.0002541382,0.000302775,0.000403325,0.0002057316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003227185,"about_ca_system_score_gemma":0.0002598347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001929321,"about_ca_topic_score_gemma":0.003427453,"domain_scores_codex":[0.9996575,0.00002046079,0.00001569075,0.00006146669,0.0001723945,0.000072373],"domain_scores_gemma":[0.9994679,0.000147328,0.000114942,0.00009701466,0.0001240928,0.00004859519],"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":[0.0006666865,0.0002372303,0.003513932,0.0002182548,0.00002603658,0.0003672838,0.0002162808,0.0462951,0.9376287,0.0001226912,0.0001156989,0.01059195],"study_design_scores_gemma":[0.00003261622,0.002156033,0.01697755,0.00002816224,0.00004752461,0.000173118,0.0002353825,0.06746577,0.9119521,0.0000403457,0.0008535904,0.00003781621],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967572,0.00009078545,0.002621662,0.000009780603,0.000007467198,0.00001811406,0.00008086492,0.00004832125,0.0003659092],"genre_scores_gemma":[0.9978456,0.00006374181,0.001598873,0.000004713463,0.000002000286,0.00001540103,0.00003742891,0.000007331269,0.0004247337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001929321,"threshold_uncertainty_score":0.003865123,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396621131","doi":"10.1016/j.jcomc.2024.100467","title":"A new method for rapidly capturing the strength and full nonlinear response of partially interacting steel–concrete composite beams","year":2024,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"State Administration of Foreign Experts Affairs","keywords":"Structural engineering; Materials science; Nonlinear system; Curvature; Composite number; Beam (structure); Deflection (physics); Stiffening; Cracking; Hardening (computing); Composite material; Mathematics; Engineering; Physics; Classical mechanics; Geometry","authors":[{"name":"Marco Lamberti","is_ca":false},{"name":"A. Ghani Razaqpur","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03151149631051058,"gpt":0.3611131859559079,"spread":0.3296016896453973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002661364,0.0008070986,0.0004923926,0.0005899525,0.000315757,0.0003342827,0.0009788414,0.0006763677,0.003135156],"category_scores_gemma":[0.0005168565,0.0003919549,0.0005311471,0.0003767486,0.0002782712,0.0005595376,0.0004293194,0.0006405889,0.001159892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002612645,"about_ca_system_score_gemma":0.0009399859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002246787,"about_ca_topic_score_gemma":0.003099396,"domain_scores_codex":[0.9998994,0.00001614838,0.000004410546,0.00001553781,0.00005568744,0.000008878097],"domain_scores_gemma":[0.9997506,0.00009838903,0.00003026178,0.00003585928,0.00006639955,0.00001857607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008873009,0.0001571292,0.001840341,0.0003814573,0.00008445507,0.0003001775,0.0002387991,0.3938794,0.3052258,0.01974637,0.001976608,0.2760807],"study_design_scores_gemma":[0.000003922249,0.00002496056,0.0002100755,0.000005912279,0.00000582446,0.00006731296,0.000008398996,0.9916492,0.005435475,0.0008249136,0.001752818,0.00001120834],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003029626,0.00002744043,0.9958747,0.000006550557,0.000009931122,0.00002434315,0.00002921055,0.0003978665,0.0006003452],"genre_scores_gemma":[0.1016795,0.0001508151,0.8934903,0.00002181139,0.00001783897,0.0002661619,0.0001284217,0.0001721331,0.004073007],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003135156,"threshold_uncertainty_score":0.01048809,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387102872","doi":"10.1016/j.jcomc.2023.100401","title":"Application of the effective crack length method to model delamination of unidirectional composite laminates under Mode II shear loadings","year":2023,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"Canadian Armed Forces; National Research Council Canada; Defence Research and Development Canada","keywords":"Materials science; Delamination (geology); Fracture toughness; Composite material; Composite laminates; Fiber pull-out; Composite number; Cohesive zone model; Structural engineering; Fracture (geology); Test method; Shear (geology); Reduction (mathematics); Toughness; Engineering; Mathematics","authors":[{"name":"Heng Liu","is_ca":true},{"name":"Gang Qi","is_ca":true},{"name":"Guillaume Renaud","is_ca":true},{"name":"Gang Li","is_ca":true},{"name":"Lucy Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03517720438891058,"gpt":0.3750639532508133,"spread":0.3398867488619027,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002965418,0.0005484727,0.0002420299,0.0005555448,0.0002373171,0.0004277623,0.0006885539,0.0009339863,0.0009492197],"category_scores_gemma":[0.0004105469,0.0003323954,0.0006139328,0.0002063609,0.0002759042,0.0003185354,0.0003302689,0.000498621,0.0001714782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000295368,"about_ca_system_score_gemma":0.0004241178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005776699,"about_ca_topic_score_gemma":0.005076763,"domain_scores_codex":[0.999917,0.00001802206,0.000006291172,0.00001724053,0.0000302346,0.00001115668],"domain_scores_gemma":[0.9998075,0.00008291705,0.000034035,0.00001847656,0.00004595893,0.00001101364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001360194,0.00002366897,0.001125391,0.00004833191,0.00000974032,0.0001071405,0.00005876664,0.9764472,0.01213259,0.002030297,0.0001066158,0.007896661],"study_design_scores_gemma":[0.000001044915,0.00001177672,0.0001659144,0.000003791911,0.000001556328,0.00001529022,0.000005262067,0.9985827,0.0007977423,0.0001598562,0.0002520853,0.000002951775],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2125282,0.0006216311,0.7770861,0.0001084394,0.00005137802,0.0001209757,0.0002211844,0.0005702569,0.00869181],"genre_scores_gemma":[0.8923261,0.0004461536,0.103619,0.00002253506,0.00001544566,0.0001578335,0.0001067129,0.00008243431,0.00322377],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005776699,"threshold_uncertainty_score":0.01148617,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403378399","doi":"10.1016/j.jcomc.2024.100528","title":"Assessment of chitosan-PVA hydrogels infused with marine collagen peptides for potential wound healing applications","year":2024,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Organization for Women in Science for the Developing World; International Development Research Centre; United Nations Educational, Scientific and Cultural Organization","keywords":"Chitosan; Self-healing hydrogels; Wound healing; Wound dressing; Chemistry; Materials science; Polymer chemistry; Medicine; Biochemistry; Surgery; Composite material","authors":[{"name":"Farhana Islam","is_ca":false},{"name":"Ehsanur Rahman","is_ca":false},{"name":"Tanjina Tarannum","is_ca":false},{"name":"Nafisa Islam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02758115441308878,"gpt":0.3855682409176042,"spread":0.3579870865045154,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002356514,0.0004531179,0.0001361538,0.0001860559,0.00008902972,0.000187666,0.0001182292,0.000269889,0.0005323749],"category_scores_gemma":[0.0002062812,0.0001113703,0.0001856936,0.0001975652,0.0001004418,0.0002442787,0.0001005305,0.0002330163,0.00009291102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001351243,"about_ca_system_score_gemma":0.0001093945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000344334,"about_ca_topic_score_gemma":0.0005424349,"domain_scores_codex":[0.9999052,0.00001431374,0.00001033962,0.00001761184,0.00003034056,0.00002206712],"domain_scores_gemma":[0.9997898,0.00006155713,0.00006563486,0.000008547254,0.00003896533,0.00003548754],"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":[0.0000356134,0.000008096302,0.00004586176,0.0000229549,0.000001612229,0.00001312066,0.000006172702,0.00003429735,0.9994479,0.000004869124,0.000002581177,0.0003769702],"study_design_scores_gemma":[0.000003628506,0.0001913416,0.0009272407,0.000003727485,0.00001048201,0.00002645595,0.000008994782,0.0004875023,0.998184,0.00000556523,0.0001488499,0.000002190364],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931086,0.001228932,0.004773508,0.00002264786,0.00001364017,0.00004228015,0.0001273775,0.00002516259,0.0006577164],"genre_scores_gemma":[0.9918973,0.0008460646,0.005983363,0.00002778839,0.000007707752,0.00006188338,0.0001792924,0.00001980543,0.0009768242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005323749,"threshold_uncertainty_score":0.001781046,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415713074","doi":"10.1016/j.jcomc.2025.100676","title":"Effects of resin types on the durability of single yarn polymer composites exposed to hygrothermal environment","year":2025,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"Australian Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Vinyl ester; Epoxy; Ultimate tensile strength; Durability; Thermal stability; Glass transition; Glass fiber; Polymer","authors":[{"name":"Abdullah Iftikhar","is_ca":false},{"name":"Allan Manalo","is_ca":false},{"name":"Žaneta Šenšelová","is_ca":false},{"name":"Mazhar Hussain Peerzada","is_ca":false},{"name":"Hannah Seligmann","is_ca":false},{"name":"Kate Nguyen","is_ca":false},{"name":"Brahim Benmokrane","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02854033079428435,"gpt":0.3056994706738956,"spread":0.2771591398796112,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002969271,0.0004105594,0.0002646804,0.0002117828,0.000188555,0.0002670578,0.0001290632,0.0003377158,0.001143877],"category_scores_gemma":[0.0003773572,0.000227763,0.0002814662,0.0001281554,0.0001968129,0.0003050818,0.0001502033,0.0003766418,0.000217241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001198869,"about_ca_system_score_gemma":0.0000975548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004059838,"about_ca_topic_score_gemma":0.001072363,"domain_scores_codex":[0.9996825,0.00005185858,0.00002649526,0.00008084749,0.0001012005,0.00005711772],"domain_scores_gemma":[0.9995401,0.000132255,0.0001294961,0.0000415235,0.0001094409,0.00004728986],"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":[0.00007505418,0.00001018424,0.000477224,0.00004711148,0.000008818501,0.00005151044,0.00003400845,0.00005920232,0.9981847,0.0000063143,0.000005065705,0.001040683],"study_design_scores_gemma":[0.000001800135,0.0005940561,0.009125915,0.000008434366,0.00002753976,0.0001343959,0.00007483634,0.0001876533,0.9894315,0.00001015575,0.0003968858,0.000006903836],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971442,0.001296882,0.0009783275,0.00001466644,0.00001950256,0.00001089308,0.00007748461,0.0000178649,0.0004401561],"genre_scores_gemma":[0.9970193,0.0007058054,0.001184547,0.00001840347,0.000007415066,0.00001278406,0.0001134168,0.00001930698,0.0009191275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001143877,"threshold_uncertainty_score":0.003826618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381951267","doi":"10.1016/j.jcomc.2023.100376","title":"A sustainable approach for developing biocarbon from lignin and its utilization in recycled ocean nylon based biocomposites","year":2023,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"Ontario Agri-Food Innovation Alliance; Ontario Ministry of Economic Development, Job Creation and Trade; Ministero dello Sviluppo Economico; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Materials science; Lignin; Flexural strength; Pyrolysis; Composite material; Flexural modulus; Cellulose; Filler (materials); Nylon 6; Pulp and paper industry; Polymer; Chemistry; Organic chemistry","authors":[{"name":"Zohrah B. Varsally","is_ca":true},{"name":"Neelima Tripathi","is_ca":true},{"name":"Haftom Weldekidan","is_ca":true},{"name":"Arturo Rodriguez‐Uribe","is_ca":true},{"name":"Oisik Das","is_ca":false},{"name":"Amar K. Mohanty","is_ca":true},{"name":"Manjusri Misra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07934752232858504,"gpt":0.3358688423855226,"spread":0.2565213200569376,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009666794,0.000302181,0.0001239207,0.0002750695,0.0001359255,0.0002525949,0.0001458453,0.0002974436,0.000524139],"category_scores_gemma":[0.00006029984,0.0001152815,0.0002775966,0.0002597747,0.0001336129,0.000317626,0.0001836837,0.0004102838,0.0001936473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001855988,"about_ca_system_score_gemma":0.0001858462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002322679,"about_ca_topic_score_gemma":0.0006854871,"domain_scores_codex":[0.9999245,0.000008945924,0.000006627334,0.00001619694,0.00002712223,0.00001646569],"domain_scores_gemma":[0.999966,0.000002690844,0.00001090934,0.000004122486,0.000008794602,0.000007321933],"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":[0.00001091582,0.00002090012,0.0001726345,0.00007236283,0.000004187374,0.0000674396,0.00001221745,0.0001542391,0.9958729,0.000364413,0.00001990762,0.003227876],"study_design_scores_gemma":[0.00000267614,0.0001038679,0.0008963771,0.0000106823,0.000008752761,0.0001160983,0.00002300497,0.0006782096,0.9951421,0.0001232826,0.002889986,0.000004923367],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610553,0.005799885,0.0269131,0.000208564,0.00006809834,0.00004640379,0.0001362487,0.000103257,0.005669185],"genre_scores_gemma":[0.9812974,0.002595628,0.01365519,0.00005767417,0.000008070819,0.00002943538,0.0001099814,0.00001403117,0.002232634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000524139,"threshold_uncertainty_score":0.00175339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410258546","doi":"10.1016/j.jcomc.2025.100606","title":"Sustainable composites from microcrystalline cellulose and cellulose acetate: 3D printing and performance optimization","year":2025,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"Ministry of Colleges and Universities; Ontario Agri-Food Innovation Alliance; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Microcrystalline cellulose; Cellulose; Cellulose acetate; Composite material; Materials science; 3D printing; Polymer science; Pulp and paper industry; Chemistry; Organic chemistry; Engineering","authors":[{"name":"Laura Daniela Hernandez-Ruiz","is_ca":true},{"name":"Malik Hassan","is_ca":true},{"name":"Tao Wang","is_ca":true},{"name":"Amar K. Mohanty","is_ca":true},{"name":"Manjusri Misra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01521150987025106,"gpt":0.2642665343840168,"spread":0.2490550245137658,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005633171,0.0009564862,0.0005800112,0.0007836281,0.000254232,0.0008173579,0.0004079721,0.0006817426,0.0006770735],"category_scores_gemma":[0.0003916794,0.0003398452,0.0009508541,0.0008530834,0.0002299441,0.000336729,0.0003583167,0.0004863117,0.0004551961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007553865,"about_ca_system_score_gemma":0.0004388309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008245431,"about_ca_topic_score_gemma":0.002404278,"domain_scores_codex":[0.9994848,0.00005737433,0.0000448825,0.00008484312,0.0002730476,0.00005499973],"domain_scores_gemma":[0.9997804,0.0000627287,0.00006175064,0.00003087972,0.00004542286,0.00001894695],"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":[0.00004023127,0.0000551909,0.0001911959,0.0001692526,0.00001587459,0.0001099807,0.00002612536,0.003222253,0.9834284,0.0001848617,0.00006416425,0.01249256],"study_design_scores_gemma":[0.000003794812,0.0001125286,0.0006750954,0.000006709458,0.0000150951,0.00009672983,0.000007895811,0.003533063,0.9941794,0.00006172498,0.001294246,0.00001389555],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8384425,0.007993274,0.1404363,0.000185361,0.00007850736,0.0003001202,0.0008572427,0.000917729,0.01078901],"genre_scores_gemma":[0.8530416,0.004538075,0.1379816,0.00006833534,0.00002113019,0.000238463,0.0005424115,0.0001508287,0.003417493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009564862,"threshold_uncertainty_score":0.005480707,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413202824","doi":"10.1016/j.jcomc.2025.100637","title":"Recent progress in flame retardancy of graphene and bio-based sustainable flame retardants for polymer composite applications","year":2025,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Flame retardant materials and properties","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Ontario Ministry of Agriculture, Food and Rural Affairs; Beef Farmers of Ontario; Ministry of Colleges and Universities; University of Guelph","keywords":"Fire retardant; Materials science; Composite number; Graphene; Composite material; Polymer; Polymer science; Nanotechnology","authors":[{"name":"Suman Kumar Ghosh","is_ca":true},{"name":"Manjusri Misra","is_ca":true},{"name":"Alper Kızıltaş","is_ca":false},{"name":"Shawn Prevoir","is_ca":false},{"name":"Amar K. Mohanty","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03287038372494466,"gpt":0.3438617310980973,"spread":0.3109913473731526,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004785232,0.0006306076,0.0003840643,0.0008232222,0.0001867617,0.0005065058,0.000309121,0.0005331003,0.001022564],"category_scores_gemma":[0.0003373831,0.0002981386,0.0004585688,0.0009485043,0.0002257308,0.0007660832,0.0003745854,0.0006829626,0.0003345515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003510056,"about_ca_system_score_gemma":0.0003520517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006727822,"about_ca_topic_score_gemma":0.0008375834,"domain_scores_codex":[0.9998492,0.00002338606,0.0000139925,0.00003418117,0.00005750719,0.00002183518],"domain_scores_gemma":[0.9998292,0.00007415572,0.00004171422,0.000007704936,0.00003497447,0.00001232266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002232787,0.0001792022,0.0009463591,0.03445598,0.0001925679,0.0008903236,0.0005655802,0.003760583,0.3643895,0.01620536,0.007001816,0.5711894],"study_design_scores_gemma":[0.00001990843,0.001099485,0.003219275,0.001668868,0.0003184638,0.001796645,0.0002855399,0.003180702,0.2668271,0.004230672,0.7172393,0.0001139882],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02794592,0.9580427,0.004057513,0.0003902649,0.0001879391,0.00001749827,0.00005982187,0.00004170194,0.009256675],"genre_scores_gemma":[0.09036015,0.9017174,0.004563945,0.0003260027,0.0001872322,0.00003096728,0.00009869249,0.00001420985,0.002701302],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001022564,"threshold_uncertainty_score":0.003420889,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404205119","doi":"10.1016/j.jcomc.2024.100531","title":"An integrated approach for prognosis of Remaining Useful Life for composite structures under in-plane compressive fatigue loading","year":2024,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"H2020 Marie Skłodowska-Curie Actions","keywords":"Composite number; Structural engineering; Materials science; Compressive strength; Composite material; Plane (geometry); Engineering; Mathematics; Geometry","authors":[{"name":"Ferda Cansu Gül","is_ca":true},{"name":"Morteza Moradi","is_ca":true},{"name":"Dimitrios Zarouchas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08065602621892258,"gpt":0.3571826332432962,"spread":0.2765266070243736,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005877569,0.0006704927,0.0003300523,0.0007630559,0.0001509753,0.0004073987,0.0006085795,0.0006387021,0.0005059735],"category_scores_gemma":[0.001024629,0.0001522766,0.0003217109,0.0002780657,0.0002188151,0.0005403311,0.0004158863,0.0005353331,0.0001554956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005217146,"about_ca_system_score_gemma":0.0004443056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004444186,"about_ca_topic_score_gemma":0.00766255,"domain_scores_codex":[0.9998884,0.00001630623,0.000008911226,0.00003834921,0.00002945163,0.00001857208],"domain_scores_gemma":[0.9996874,0.00008248344,0.00006225672,0.00003237645,0.0001109807,0.00002456481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002713625,0.0001800781,0.01905,0.0000840277,0.00007237916,0.0001746241,0.00007834043,0.8294135,0.01802276,0.0006794926,0.0006092542,0.1313641],"study_design_scores_gemma":[0.000001209823,0.00005349072,0.00185397,0.000003974431,0.000008175093,0.000015562,0.000008878111,0.9958317,0.001860303,0.0002781818,0.00008018919,0.000004465889],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5910296,0.0007987068,0.4047767,0.0002951956,0.00007069502,0.00005959042,0.0006018356,0.0007282351,0.001639443],"genre_scores_gemma":[0.9805161,0.0001558526,0.01810779,0.00003137739,0.00001522853,0.00002697126,0.0003323356,0.00001288455,0.0008015134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004444186,"threshold_uncertainty_score":0.008836627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407320189","doi":"10.1016/j.jcomc.2025.100569","title":"Effect of fiber orientation on the strength of thermoplastic composite tubes subject to four-point bending","year":2025,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Composite material; Materials science; Bending; Thermoplastic composites; Composite number; Orientation (vector space); Thermoplastic; Fiber; Geometry; Mathematics","authors":[{"name":"Mohammadali Rastak","is_ca":true},{"name":"Suong V. Hoa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02860022040604827,"gpt":0.339662860727879,"spread":0.3110626403218307,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003471234,0.0003991596,0.0002736403,0.0002385099,0.0001999511,0.0002372178,0.00016595,0.0002859658,0.001463975],"category_scores_gemma":[0.0009142712,0.0002664464,0.0002090184,0.0001756481,0.0003309427,0.000229845,0.0001799949,0.0002346105,0.0002039064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001611349,"about_ca_system_score_gemma":0.0001582789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005358778,"about_ca_topic_score_gemma":0.001406364,"domain_scores_codex":[0.9997521,0.00004938843,0.00001660447,0.00003905821,0.00009248089,0.00005042279],"domain_scores_gemma":[0.9989184,0.0004848903,0.0002383594,0.00009465688,0.0001650768,0.00009864147],"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":[0.0004935102,0.00004557149,0.002392364,0.00004343422,0.0000142771,0.00009380441,0.00004355235,0.002387838,0.9910462,0.00002602813,0.00001385461,0.0033995],"study_design_scores_gemma":[0.00000988452,0.001457231,0.0248876,0.000008406085,0.00004496123,0.00009614,0.00007423224,0.003183686,0.9698521,0.00002362318,0.0003471034,0.00001508053],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987887,0.0001937682,0.0005795702,0.000006459209,0.000005421705,0.00000477086,0.00002391927,0.000009387471,0.000387911],"genre_scores_gemma":[0.999164,0.000108956,0.0004361543,0.000006248264,0.000002568203,0.000002439558,0.00002714775,0.000008607086,0.0002438004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001463975,"threshold_uncertainty_score":0.004897475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404459784","doi":"10.1016/j.jcomc.2024.100540","title":"Synthesis and characterization of UHMWPE composite fabrics treated with bis-diazirine crosslinker and silica/PEG shear thickening fluid","year":2024,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Fiber-reinforced polymer composites","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria; University of British Columbia","funders":"","keywords":"Dilatant; Diazirine; Composite number; Thickening; PEG ratio; Composite material; Materials science; Shear (geology); Chemical engineering; Polymer chemistry; Polymer science; Chemistry; Engineering","authors":[{"name":"Mahshid Mahbod","is_ca":true},{"name":"Stefania F. Musolino","is_ca":true},{"name":"Amir Nazemi","is_ca":true},{"name":"Jeremy E. Wulff","is_ca":true},{"name":"Reza Vaziri","is_ca":true},{"name":"Abbas S. Milani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02052000499150962,"gpt":0.2786081843769152,"spread":0.2580881793854056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000199201,0.0003909242,0.000177854,0.0003029093,0.0001545152,0.0001476524,0.0000961707,0.0002071125,0.0004900591],"category_scores_gemma":[0.0001711089,0.0001170115,0.0002151639,0.0001998916,0.0001682536,0.0001934416,0.00008657853,0.000269188,0.0001512884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001237173,"about_ca_system_score_gemma":0.00009536789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002595222,"about_ca_topic_score_gemma":0.0006339675,"domain_scores_codex":[0.9999058,0.000008068579,0.000008511372,0.0000295967,0.00003051949,0.00001757697],"domain_scores_gemma":[0.9998212,0.00003012995,0.00007267973,0.00001621325,0.00003620563,0.00002348773],"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":[0.00001276367,0.000005035352,0.00008343186,0.00001547259,0.000001207754,0.00001297477,0.000008117248,0.00003411875,0.9994405,0.000006533149,0.000001636971,0.0003782088],"study_design_scores_gemma":[0.00000147858,0.00009897941,0.003735533,0.000002246054,0.000005736112,0.00004906967,0.00001066543,0.0002130685,0.99557,0.000006671301,0.00030423,0.000002365663],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937027,0.0004499827,0.005062515,0.00001201788,0.00001202788,0.00002247541,0.0002276934,0.00003919089,0.0004712881],"genre_scores_gemma":[0.9838147,0.0005756696,0.01362062,0.00002212889,0.000008708897,0.00005363761,0.000343702,0.0000400613,0.001520902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004900591,"threshold_uncertainty_score":0.001639426,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403165958","doi":"10.1016/j.jcomc.2024.100522","title":"Analysis of the deformation of conical shells made by 4D Printing of composites","year":2024,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Composite material; Conical surface; Deformation (meteorology); Materials science","authors":[{"name":"Mohammad Hamidpour","is_ca":true},{"name":"Suong V. Hoa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01664679362595436,"gpt":0.3210554102371526,"spread":0.3044086166111982,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003008483,0.0003192231,0.0002261416,0.0007288751,0.0001912087,0.0002848333,0.0002823804,0.0005116574,0.0007339327],"category_scores_gemma":[0.0006297406,0.0002293289,0.0004814665,0.0004256484,0.00049996,0.0001983271,0.0001982732,0.0002684135,0.0001345984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003327514,"about_ca_system_score_gemma":0.0002644662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001295374,"about_ca_topic_score_gemma":0.001361383,"domain_scores_codex":[0.999788,0.00001909825,0.00001436214,0.00003168463,0.0001209464,0.00002580811],"domain_scores_gemma":[0.9995649,0.0002210507,0.00005895975,0.00008050093,0.00005709019,0.00001740473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002234818,0.00007233347,0.008343089,0.0001381822,0.00002677127,0.000353788,0.0002397733,0.4753852,0.485524,0.00205515,0.0001839577,0.02745415],"study_design_scores_gemma":[0.000004556577,0.0001072457,0.01450326,0.00001147158,0.000009702507,0.0001551905,0.00006945588,0.8556528,0.128539,0.0003246804,0.0005957441,0.00002688592],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9437782,0.00007775412,0.05325555,0.00002538279,0.000009818807,0.00002346253,0.0001710295,0.0001957981,0.002463039],"genre_scores_gemma":[0.9873738,0.00003730681,0.01188831,0.000004185947,8.203893e-7,0.00001144154,0.00009200069,0.00001970702,0.0005725029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001295374,"threshold_uncertainty_score":0.002575696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406564036","doi":"10.1016/j.jcomc.2025.100560","title":"Safe optimization with grey-box information: Application to composites autoclave processing improvement on the fly","year":2025,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Manufacturing Process and Optimization","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":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Autoclave; Composite material; Materials science; Computer science","authors":[{"name":"Mohammad Roohi","is_ca":true},{"name":"Milad Ramezankhani","is_ca":true},{"name":"Maryam Kamgarpour","is_ca":false},{"name":"Abbas S. Milani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01257632629547778,"gpt":0.2782108568130958,"spread":0.265634530517618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007954051,0.0007164249,0.0005786229,0.0004147186,0.0002443863,0.0004648801,0.0006230602,0.000821355,0.00158609],"category_scores_gemma":[0.001468763,0.0002747822,0.0004294166,0.0002655106,0.0005738345,0.0003411493,0.0005916466,0.000643527,0.000153649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003840465,"about_ca_system_score_gemma":0.0009111394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003591303,"about_ca_topic_score_gemma":0.00337907,"domain_scores_codex":[0.9998119,0.00006693388,0.000008503093,0.00003117655,0.00005541224,0.00002613406],"domain_scores_gemma":[0.9994197,0.0003882876,0.00005943633,0.00003591198,0.00007672812,0.00001998539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004127958,0.00003518943,0.0002548696,0.00003618818,0.00001357379,0.00004106915,0.00002891483,0.9839247,0.002689254,0.001767744,0.0001130037,0.01105418],"study_design_scores_gemma":[0.000006821246,0.00004250754,0.0000708825,0.000004519731,0.000004083023,0.000005569059,0.000005652332,0.9977836,0.001131116,0.0007212406,0.0002211187,0.000002896318],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1663351,0.0004692517,0.8275815,0.0002202401,0.00003720133,0.000104865,0.00008882809,0.00065132,0.004511784],"genre_scores_gemma":[0.8551274,0.0001295689,0.1428133,0.00007633701,0.000007210427,0.0001319616,0.00009929114,0.00006889998,0.001545976],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003591303,"threshold_uncertainty_score":0.007140815,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415614243","doi":"10.1016/j.jcomc.2025.100673","title":"Effect of carboxylated cellulose nanocrystal acetylation on PLA nanocomposite crystallization behavior","year":2025,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University; Queen's University; Montreal Biodome; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; BASF","keywords":"Crystallization; Differential scanning calorimetry; Polylactic acid; Thermogravimetric analysis; Nanocomposite; Nucleation; Nanocrystal; Crystallite","authors":[{"name":"Parisa Bayat","is_ca":true},{"name":"Andrew Anstey","is_ca":true},{"name":"Marc A. Dubé","is_ca":true},{"name":"Timothy Morse","is_ca":true},{"name":"Michael F. Cunningham","is_ca":true},{"name":"Kelly M. Meek","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02855152515624907,"gpt":0.3934661015055551,"spread":0.364914576349306,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002326724,0.0004069888,0.0002482022,0.0001658543,0.0001373249,0.0002290909,0.0001841447,0.0001908088,0.001101224],"category_scores_gemma":[0.0003949105,0.0002107084,0.0002780551,0.0002245375,0.0001623934,0.0002387055,0.0001258004,0.0003897143,0.0002311269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003908523,"about_ca_system_score_gemma":0.0003312957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003069475,"about_ca_topic_score_gemma":0.006459672,"domain_scores_codex":[0.9998214,0.00001568388,0.00002637475,0.00004930361,0.00004765313,0.00003960746],"domain_scores_gemma":[0.9996839,0.0000864867,0.00009329111,0.00002288053,0.00006483945,0.00004864812],"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":[0.00009225742,0.00001388801,0.0001125523,0.00002487291,0.000004559955,0.0000199209,0.00001252695,0.00009759959,0.9990593,0.00001359632,0.00001296058,0.000535991],"study_design_scores_gemma":[0.000003642949,0.00005763653,0.000854628,0.0000019032,0.000005824381,0.00001069772,0.000004017391,0.0005341945,0.9983549,0.000001993881,0.0001667964,0.000003751512],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973477,0.0004518631,0.00083205,0.00002164474,0.00001623266,0.00002108731,0.0001823103,0.00004764234,0.00107937],"genre_scores_gemma":[0.9963444,0.0004424783,0.002120463,0.00002008491,0.000004560215,0.00003007885,0.0001486277,0.00003205584,0.0008573123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003069475,"threshold_uncertainty_score":0.006103218,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}