{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":12,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":12,"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":"fdcd042a2fa0","filters":{"venue":"Wiley Encyclopedia of Composites"}},"results":[{"id":"W1486659958","doi":"10.1002/9781118097298.weoc264","title":"Wood Plastic Composite: Present and Future","year":2012,"lang":"en","type":"other","venue":"Wiley Encyclopedia of Composites","topic":"Polymer Foaming and Composites","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Compounding; Wood-plastic composite; Molding (decorative); Materials science; Composite material; Compression molding; Composite number; Extrusion; Wood flour; Process engineering; Pulp and paper industry; Engineering","authors":[{"name":"Omar Faruk","is_ca":true},{"name":"Andrzej K. Błędzki","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005178233757827157,"gpt":0.2129319884794606,"spread":0.2077537547216335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004962045,0.0004691896,0.0002620631,0.0012549,0.0003848444,0.001648337,0.0004541168,0.001297457,0.01922948],"category_scores_gemma":[0.0003162511,0.0001536649,0.000260212,0.0011942,0.0003309282,0.002279031,0.0006649934,0.0007450063,0.00576111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006613236,"about_ca_system_score_gemma":0.0007976309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006540599,"about_ca_topic_score_gemma":0.001626515,"domain_scores_codex":[0.9998335,0.00001375561,0.000009297379,0.00003214445,0.00008130223,0.00002997118],"domain_scores_gemma":[0.999759,0.00004567523,0.0000292254,0.00001432161,0.0000999145,0.00005196365],"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":[0.0000907059,0.000197267,0.0003123621,0.001904377,0.00000815239,0.000201925,0.00005419547,0.0008511301,0.006890737,0.02431177,0.02486447,0.9403129],"study_design_scores_gemma":[0.000004776892,0.0001494377,0.0008240265,0.001010604,0.0000103619,0.0005826182,0.0001551707,0.0006342371,0.00370036,0.008541291,0.984367,0.00002021503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007548017,0.7440926,0.004067073,0.006462103,0.002091136,0.00002881028,0.0002444905,0.0002191088,0.2352467],"genre_scores_gemma":[0.05289842,0.7987823,0.009248846,0.002378353,0.002033619,0.00005280715,0.0004493415,0.00006767245,0.1340886],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01922948,"threshold_uncertainty_score":0.06432897,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1576495008","doi":"10.1002/9781118097298.weoc177","title":"Polymer–Clay Nanocomposites","year":2012,"lang":"en","type":"other","venue":"Wiley Encyclopedia of Composites","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Nanocomposite; Materials science; Thermosetting polymer; Composite material; Polymer; Nanoparticle; Exfoliation joint; Intercalation (chemistry); Thermoplastic; Polymer clay; Montmorillonite; Polymer nanocomposite; Rheology; Nanotechnology; Graphene","authors":[{"name":"Musa R. Kamal","is_ca":true},{"name":"Jorge Uribe-Calderón","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00812500431532228,"gpt":0.2198246204803131,"spread":0.2116996161649908,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001026529,0.0004029722,0.0001211454,0.000450143,0.0001742474,0.0003142171,0.0001918088,0.0002279576,0.00276362],"category_scores_gemma":[0.0001387462,0.0001520227,0.000154802,0.0001999177,0.0001064965,0.0002286564,0.0002332982,0.0003647195,0.0007668648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002340215,"about_ca_system_score_gemma":0.0001079659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003148777,"about_ca_topic_score_gemma":0.0007751453,"domain_scores_codex":[0.9998879,0.000009961752,0.000008326039,0.00003190559,0.00004234547,0.00001954114],"domain_scores_gemma":[0.9999402,0.00001641496,0.00001468217,0.000003817704,0.00001445071,0.00001055472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004483505,0.00003851053,0.00009216461,0.0002015976,0.000007349071,0.0001406989,0.00002650165,0.0003056047,0.9885464,0.0004118487,0.0002508583,0.009933754],"study_design_scores_gemma":[0.000007000258,0.0001275674,0.0004383133,0.00001331144,0.00001196478,0.0002554468,0.00001349847,0.00109102,0.9829023,0.00008539976,0.01504925,0.000004989023],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8593643,0.01546328,0.04009248,0.0003025201,0.0003760069,0.0003174695,0.0007341812,0.001791902,0.0815579],"genre_scores_gemma":[0.9632562,0.002722511,0.01107403,0.00008698044,0.00002775302,0.00008077032,0.0003196905,0.00009414843,0.02233799],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00276362,"threshold_uncertainty_score":0.009245276,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1772081093","doi":"10.1002/9781118097298.weoc153","title":"Molding: Liquid Composite Molding ( <scp>LCM</scp> )","year":2012,"lang":"en","type":"other","venue":"Wiley Encyclopedia of Composites","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Transfer molding; Thermosetting polymer; Molding (decorative); Composite number; Mold; Composite material; Compression molding; Materials science; Thermoplastic; Fiber-reinforced composite; Fabrication; Thermoplastic composites; Thermoforming; Engineering drawing; Engineering","authors":[{"name":"Paolo Ermanni","is_ca":false},{"name":"Claudio Di Fratta","is_ca":false},{"name":"F. Trochu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007718455513365993,"gpt":0.2151758358922361,"spread":0.2074573803788701,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001663787,0.0005436087,0.0002944413,0.0006577593,0.0002529482,0.0005804548,0.000480045,0.0003017445,0.0177765],"category_scores_gemma":[0.000214606,0.0001961795,0.0001797854,0.0006322963,0.0003336622,0.0004171324,0.0004921239,0.0005647665,0.007693798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002485012,"about_ca_system_score_gemma":0.0001984966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003557072,"about_ca_topic_score_gemma":0.0009838598,"domain_scores_codex":[0.9996914,0.00002339303,0.00001980349,0.00005405008,0.000190567,0.00002087213],"domain_scores_gemma":[0.999907,0.0000214077,0.00002173391,0.0000250963,0.00001913854,0.000005633637],"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":[0.0001023566,0.0000874147,0.0002943753,0.001166826,0.00001033182,0.0006830167,0.0001044279,0.004477257,0.3828404,0.03635369,0.02135371,0.5525262],"study_design_scores_gemma":[0.00002560392,0.0001397694,0.001079534,0.0001230184,0.00001317608,0.001543654,0.00001926706,0.02428937,0.5006938,0.003569568,0.4684765,0.00002676633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.03059622,0.005242886,0.7279478,0.0002529161,0.0007102079,0.0004538086,0.001380034,0.01409418,0.219322],"genre_scores_gemma":[0.3319226,0.004595713,0.472488,0.0003022725,0.0002690292,0.0004650041,0.002036676,0.002856496,0.1850642],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0177765,"threshold_uncertainty_score":0.05946827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1501102349","doi":"10.1002/9781118097298.weoc203","title":"Processing of Biofiber‐Reinforced Composites","year":2012,"lang":"en","type":"other","venue":"Wiley Encyclopedia of Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Compression molding; Thermoforming; Materials science; Thermosetting polymer; Molding (decorative); Transfer molding; Composite material; Pultrusion; Biocomposite; Thermoplastic composites; Thermoplastic; Extrusion moulding; Sheet moulding compound; Extrusion; Composite number; Mold","authors":[{"name":"Omar Faruk","is_ca":true},{"name":"Andrzej K. Błędzki","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008081916458412403,"gpt":0.2349357841229961,"spread":0.2268538676645837,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001362941,0.0004567986,0.0001754912,0.0004490587,0.0001669669,0.0002279796,0.000145713,0.0002148144,0.001427677],"category_scores_gemma":[0.0001478829,0.0001116784,0.0002537329,0.0003539436,0.00008347224,0.0003188338,0.0001821556,0.0003693925,0.0003937561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001783252,"about_ca_system_score_gemma":0.0001886019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003302938,"about_ca_topic_score_gemma":0.0008668619,"domain_scores_codex":[0.9998888,0.000008170054,0.00001019909,0.00002560556,0.00004851256,0.0000186768],"domain_scores_gemma":[0.9999316,0.00001006068,0.00002350345,0.000008193484,0.00001976217,0.000006945401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000224575,0.00001563908,0.0000783654,0.00008785939,0.00000283793,0.00007663706,0.00001944224,0.0003272957,0.9933014,0.0001506309,0.00004420208,0.00587327],"study_design_scores_gemma":[0.000001480207,0.0000480492,0.0007531708,0.000008207035,0.000004916199,0.00007481435,0.000007731177,0.0004511102,0.9955942,0.00006271119,0.002990515,0.000003190924],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9469513,0.00620217,0.02791628,0.00005935823,0.0001604186,0.00009670602,0.0004471202,0.0002374988,0.01792917],"genre_scores_gemma":[0.9626716,0.003199626,0.02508627,0.00005483463,0.00002209051,0.00004940544,0.0005200635,0.0001033506,0.008292719],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.001427677,"threshold_uncertainty_score":0.004776061,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1650749404","doi":"10.1002/9781118097298.weoc201","title":"Processing and Performance of Braided Composites","year":2011,"lang":"en","type":"other","venue":"Wiley Encyclopedia of Composites","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Focus (optics); Textile; Production (economics); Computer science; Mechanical engineering; Composite material; Engineering; Materials science; Physics","authors":[{"name":"Jason P. Carey","is_ca":true},{"name":"Cagri Ayranci","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00915965942718771,"gpt":0.2090651494977696,"spread":0.1999054900705819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004386553,0.000410578,0.000270267,0.000527626,0.0002755057,0.0006501504,0.000290904,0.000370226,0.002048502],"category_scores_gemma":[0.0005658773,0.0002095709,0.0002171211,0.0005879796,0.0002371703,0.0004195023,0.000208159,0.0003499315,0.000596245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002837743,"about_ca_system_score_gemma":0.0002255759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008013574,"about_ca_topic_score_gemma":0.001672595,"domain_scores_codex":[0.9994569,0.00004326131,0.0000272802,0.0000616098,0.0003611474,0.00004978596],"domain_scores_gemma":[0.9996691,0.0000561632,0.00006631269,0.00003287338,0.0001612332,0.00001441206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001920292,0.00006129164,0.0006110531,0.000250541,0.00001297785,0.00008320944,0.00009196491,0.008645551,0.971069,0.0004318449,0.0002370991,0.01831338],"study_design_scores_gemma":[0.000006571428,0.0005039133,0.004565395,0.00002759318,0.00001643413,0.00008654038,0.00006768899,0.01479388,0.9757867,0.000208037,0.00391461,0.00002271169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9780652,0.004010864,0.008286198,0.00004833303,0.00009281608,0.00002753077,0.0001977261,0.0001336517,0.009137738],"genre_scores_gemma":[0.9899883,0.001045167,0.004166762,0.00002612402,0.000009364874,0.00001735515,0.0001866378,0.0000520546,0.004508285],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.002048502,"threshold_uncertainty_score":0.006852865,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1539006126","doi":"10.1002/9781118097298.weoc159","title":"Natural Composites: Fiber Modification","year":2012,"lang":"en","type":"other","venue":"Wiley Encyclopedia of Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Composite material; Surface modification; Materials science; Natural fiber; Fiber; Adhesion; Polymer; Mechanical engineering; Engineering","authors":[{"name":"Alexis Baltazar‐y‐Jimenez","is_ca":true},{"name":"Abdul Awal","is_ca":true},{"name":"Mohini Sain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009873440469058359,"gpt":0.2449321522666439,"spread":0.2350587117975855,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000114575,0.0004021895,0.0001569901,0.0003038357,0.0002031002,0.0003451557,0.0002281912,0.0003069879,0.006148756],"category_scores_gemma":[0.00009139119,0.0001056777,0.0001687934,0.0002630532,0.000176328,0.0004368902,0.0003088303,0.000345697,0.002066829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00023333,"about_ca_system_score_gemma":0.0001433644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002794962,"about_ca_topic_score_gemma":0.0006694207,"domain_scores_codex":[0.9998927,0.00001209482,0.000004816669,0.00002672677,0.00005073151,0.00001294713],"domain_scores_gemma":[0.9999593,0.000006196179,0.00001206121,0.000005796652,0.00001101191,0.000005614483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006879915,0.0001020148,0.0003374916,0.001092436,0.00001860963,0.0003250965,0.00008468091,0.0009531715,0.8558912,0.008459374,0.004634943,0.1280322],"study_design_scores_gemma":[0.000007593928,0.0001800061,0.001340529,0.00009158965,0.00002100305,0.001170684,0.00003658535,0.001620919,0.7387944,0.001483557,0.2552351,0.00001804288],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3506185,0.1480645,0.1396422,0.001354466,0.002511083,0.0003871834,0.001099616,0.001865609,0.3544569],"genre_scores_gemma":[0.7499418,0.04860065,0.05786239,0.0007749936,0.0003381282,0.0001862869,0.0006575736,0.0002488267,0.1413893],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.006148756,"threshold_uncertainty_score":0.02056962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1899173369","doi":"10.1002/9781118097298.weoc052","title":"Compression Properties of Fibers and Polymer Composites","year":2011,"lang":"en","type":"other","venue":"Wiley Encyclopedia of Composites","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Compressive strength; Composite material; Materials science; Aramid; Compression (physics); Modulus; Stiffness; Fiber","authors":[{"name":"M. R. Piggott","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01148239385849692,"gpt":0.1992909848167325,"spread":0.1878085909582355,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001496398,0.0004034223,0.0002769626,0.0007731922,0.0001484528,0.0004097942,0.0001747638,0.0002572604,0.006020688],"category_scores_gemma":[0.0002985522,0.000116161,0.0001236601,0.0006123949,0.0001305697,0.0003832695,0.000169623,0.0003142863,0.001761806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002163394,"about_ca_system_score_gemma":0.0001775972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005469431,"about_ca_topic_score_gemma":0.0007843457,"domain_scores_codex":[0.9997907,0.00001226123,0.000008623678,0.00002786937,0.0001480489,0.00001254824],"domain_scores_gemma":[0.999854,0.00004598706,0.00002119271,0.000004772615,0.00006571286,0.000008308687],"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":[0.0001358461,0.00007957251,0.0009141919,0.00535509,0.00003832077,0.0003755266,0.00009984265,0.003732182,0.5665399,0.007409477,0.004828163,0.4104919],"study_design_scores_gemma":[0.000009845504,0.0009021802,0.009521074,0.0008272793,0.00008967841,0.001927747,0.0001109613,0.003097946,0.5803885,0.004339749,0.3987275,0.00005766631],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.1145836,0.7293996,0.01253723,0.0002898725,0.0006726827,0.00007279526,0.0006149958,0.000242089,0.1415871],"genre_scores_gemma":[0.4881987,0.416555,0.009989453,0.0003447344,0.0008847485,0.00008145265,0.001118833,0.00009969019,0.08272742],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006020688,"threshold_uncertainty_score":0.02014124,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1524406666","doi":"10.1002/9781118097298.weoc009","title":"Angle Ply Laminates","year":2011,"lang":"en","type":"other","venue":"Wiley Encyclopedia of Composites","topic":"Structural Analysis of Composite Materials","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 Toronto","funders":"","keywords":"Transverse plane; Materials science; Composite material; Composite laminates; Fiber; Protocol (science); Structural engineering; Engineering; Composite number","authors":[{"name":"M. R. Piggott","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005387107344449064,"gpt":0.1896308946577965,"spread":0.1842437873133475,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001552388,0.0005388547,0.0002127086,0.0006841958,0.0003271165,0.0007958224,0.0002975457,0.0003410922,0.02680708],"category_scores_gemma":[0.0003471204,0.0002746073,0.0001730552,0.0004516097,0.0002544224,0.0009035118,0.0006231718,0.0004429464,0.006644895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002119133,"about_ca_system_score_gemma":0.0001590101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002270356,"about_ca_topic_score_gemma":0.0004061011,"domain_scores_codex":[0.9997481,0.00001307731,0.00001389621,0.00004565887,0.0001369493,0.00004232092],"domain_scores_gemma":[0.9998178,0.00001661371,0.0000366565,0.00003553598,0.00007063408,0.00002270924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004628599,0.00009464082,0.001543048,0.0007556773,0.00002335852,0.0004979686,0.0002157369,0.003721446,0.6918402,0.05370022,0.01326324,0.2338816],"study_design_scores_gemma":[0.0000555293,0.0005843713,0.003237923,0.0001198708,0.00003232808,0.001215159,0.0001322569,0.005786921,0.6559947,0.005120475,0.3276825,0.00003800242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.350962,0.003436054,0.1387974,0.0002946344,0.0009333214,0.0002600767,0.001152282,0.003214646,0.5009496],"genre_scores_gemma":[0.7777029,0.002852731,0.04717683,0.0002176463,0.0001516562,0.0001715124,0.001109262,0.0008705439,0.169747],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02680708,"threshold_uncertainty_score":0.08967859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1536015005","doi":"10.1002/9781118097298.weoc215","title":"Reinforcements: Fibers, Whiskers, and Platelets","year":2011,"lang":"en","type":"other","venue":"Wiley Encyclopedia of Composites","topic":"Fiber-reinforced polymer composites","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 Toronto","funders":"","keywords":"Whiskers; Ultimate tensile strength; Materials science; Composite material; Transverse plane; Whisker; Compressive strength; Reinforcement; Thermal conductivity; Polymer; Structural engineering; Engineering","authors":[{"name":"M. R. Piggott","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004658575886244989,"gpt":0.1793036447836918,"spread":0.1746450688974468,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007367363,0.0003507698,0.0001831153,0.0005322663,0.0002191213,0.0007256216,0.0002665389,0.0004523911,0.007705142],"category_scores_gemma":[0.0001154845,0.0001438376,0.0001098257,0.0004562663,0.0002830539,0.0005778755,0.0003388223,0.0003546104,0.00222911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002213588,"about_ca_system_score_gemma":0.0001138519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003360689,"about_ca_topic_score_gemma":0.0007677879,"domain_scores_codex":[0.9999204,0.000006207115,0.000004198783,0.00001952516,0.00004001888,0.000009690112],"domain_scores_gemma":[0.9999638,0.000007598406,0.00001151111,0.000004816258,0.000006398012,0.000005789263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001213409,0.0001135105,0.0005214391,0.001471578,0.00001637555,0.001021124,0.0001731637,0.003582375,0.5821395,0.06162121,0.006089904,0.3431285],"study_design_scores_gemma":[0.00001989762,0.0004110062,0.001851144,0.0003439546,0.00002758164,0.003220537,0.0001457714,0.004506766,0.4632746,0.01796614,0.5081932,0.00003952335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2882338,0.2621489,0.0760688,0.001552012,0.002224566,0.0002495554,0.0006385752,0.001995837,0.3668878],"genre_scores_gemma":[0.6567059,0.07762029,0.04072755,0.0004095074,0.0004251204,0.00008555938,0.0003728408,0.0001930317,0.2234603],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007705142,"threshold_uncertainty_score":0.02577633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1561060012","doi":"10.1002/9781118097298.weoc118","title":"Joining: Thermoplastic Composites Fusion Bonding/Welding","year":2012,"lang":"en","type":"other","venue":"Wiley Encyclopedia of Composites","topic":"Mechanical Behavior of Composites","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":"National Research Council Canada","funders":"","keywords":"Materials science; Composite material; Welding; Adhesive bonding; Adhesive; Thermoplastic; Composite number; Fusion welding; Thermoplastic composites; Polymer; Layer (electronics)","authors":[{"name":"Ali Yousefpour","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01032681631902944,"gpt":0.2218953990664406,"spread":0.2115685827474112,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002780742,0.0006647976,0.0004047392,0.001344625,0.0004515001,0.0007469765,0.0006444971,0.0007639236,0.02452519],"category_scores_gemma":[0.0001715208,0.0003224442,0.0002747191,0.001354743,0.0002894016,0.0008803776,0.0006715786,0.0005550092,0.01083407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003206316,"about_ca_system_score_gemma":0.0002094733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004889418,"about_ca_topic_score_gemma":0.0009524141,"domain_scores_codex":[0.9995466,0.00002482386,0.00001751589,0.00006219123,0.0003180908,0.00003072532],"domain_scores_gemma":[0.9999,0.00001749674,0.00002228845,0.00001493638,0.00003686756,0.000008437986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001194601,0.0002111876,0.0004211974,0.002332103,0.00002825157,0.0005561596,0.0001471617,0.003041428,0.4904487,0.02003894,0.01266847,0.4699869],"study_design_scores_gemma":[0.00001623274,0.0002322927,0.00212681,0.0002232051,0.00005013998,0.002824521,0.00014316,0.01171161,0.6106004,0.005155833,0.3668645,0.00005129085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1306222,0.1281154,0.2071313,0.001051823,0.002862235,0.0004617762,0.0004980795,0.00499788,0.5242594],"genre_scores_gemma":[0.5179163,0.04123754,0.08241618,0.0004327424,0.0006707082,0.0001774937,0.0005821798,0.0006073245,0.3559596],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02452519,"threshold_uncertainty_score":0.08204496,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4251667030","doi":"10.1002/9781118097298.weoc134","title":"Mechanical Aging","year":2011,"lang":"en","type":"other","venue":"Wiley Encyclopedia of Composites","topic":"Mechanical Behavior of Composites","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 Toronto","funders":"","keywords":"Materials science; Creep; Composite material; Polymer; Stress relaxation; Glass fiber; Stress (linguistics); Fibre-reinforced plastic; Yield (engineering)","authors":[{"name":"M. R. Piggott","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01046907991582019,"gpt":0.2185335358317998,"spread":0.2080644559159796,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006445254,0.001052441,0.0007650294,0.001174438,0.0008311226,0.0006270559,0.0007075891,0.0005369108,0.03549673],"category_scores_gemma":[0.0009837216,0.0002440505,0.0005247466,0.0006700174,0.0002876371,0.0009507861,0.0008203482,0.0007778399,0.01884218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004021094,"about_ca_system_score_gemma":0.0004439997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005746087,"about_ca_topic_score_gemma":0.0009438093,"domain_scores_codex":[0.9991067,0.00004545342,0.00007629473,0.0001964336,0.0004754186,0.00009961172],"domain_scores_gemma":[0.9990717,0.000049347,0.00007585083,0.000155645,0.00060038,0.00004707799],"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":[0.0007295725,0.0003953519,0.008320715,0.001587061,0.00009559417,0.000594689,0.0007467854,0.001169271,0.3979836,0.0043914,0.04576832,0.5382176],"study_design_scores_gemma":[0.00005156321,0.002640841,0.03136521,0.0003364868,0.0001832267,0.001600106,0.0003916765,0.001877668,0.2743345,0.00188506,0.6852345,0.00009905806],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5101972,0.05705743,0.04098158,0.001662493,0.01050815,0.002157313,0.01536803,0.006254828,0.355813],"genre_scores_gemma":[0.5983498,0.01386704,0.01075499,0.001622778,0.0005800071,0.001059291,0.01179162,0.0005365529,0.3614379],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03549673,"threshold_uncertainty_score":0.1187484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1954297891","doi":"10.1002/9781118097298.weoc221","title":"Shear Properties of Polymers and Composites","year":2012,"lang":"en","type":"other","venue":"Wiley Encyclopedia of Composites","topic":"Mechanical Behavior of Composites","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 Toronto","funders":"","keywords":"Materials science; Composite material; Shear (geology); Polymer; Ultimate tensile strength; Shear stress; Delamination (geology); Fracture mechanics; Geology","authors":[{"name":"M. R. Piggott","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009761824387661476,"gpt":0.2022383284837642,"spread":0.1924765040961027,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003456564,0.0006348971,0.0002243509,0.001505249,0.0002407163,0.0006029466,0.0001628193,0.0002665948,0.0182338],"category_scores_gemma":[0.0005536075,0.000159745,0.0002099872,0.0009296786,0.0002266186,0.000430934,0.0003665908,0.0003478563,0.003157023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001521139,"about_ca_system_score_gemma":0.00009006749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001806365,"about_ca_topic_score_gemma":0.000155158,"domain_scores_codex":[0.9997907,0.00001892032,0.00001283746,0.00003474723,0.0001213659,0.00002144296],"domain_scores_gemma":[0.9997386,0.00008543268,0.00006239293,0.00002061676,0.00006393763,0.00002892688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005612965,0.00008478484,0.006773238,0.001262334,0.00005614319,0.0005900594,0.0002520998,0.01002691,0.7687593,0.0138513,0.004831197,0.1929514],"study_design_scores_gemma":[0.00002684671,0.0009595667,0.03252314,0.0003464242,0.00009358713,0.002215305,0.0003451022,0.01468212,0.7745466,0.01588106,0.1582764,0.0001038877],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.680614,0.09755979,0.02821388,0.00058717,0.0006732072,0.00008370209,0.002140505,0.0006206946,0.1895071],"genre_scores_gemma":[0.9541133,0.01368565,0.004386541,0.0001351423,0.0002583124,0.00004083107,0.0009592063,0.0001336588,0.02628742],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0182338,"threshold_uncertainty_score":0.06099814,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}