{"meta":{"query_hash":"56732a0775a0","filters":{"venue":"Procedia Materials Science"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/56732a0775a0","api":"https://metacan.xera.ac/api/v1/cohort?venue=Procedia+Materials+Science"},"results":[{"id":"W1965246743","doi":"10.1016/j.mspro.2014.07.079","title":"Thermal Analysis and Nanoindentaion Studies on Nanocrystalline AlCrNiFeZn High Entropy Alloy","year":2014,"lang":"en","type":"article","venue":"Procedia Materials Science","topic":"High Entropy Alloys Studies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Materials science; Nanocrystalline material; Alloy; Crystallite; Metallurgy; Composite material; Nanotechnology","score_opus":0.009116503902841707,"score_gpt":0.23490730345115216,"score_spread":0.22579079954831044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965246743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964653,0.00044779244,0.0014964385,0.000027103097,0.0000057339266,0.000007918941,0.00029467297,0.000027183398,0.0012278832],"genre_scores_gemma":[0.9968104,0.00016889499,0.001453795,0.000007748191,0.000002585657,0.000008549891,0.00017930524,0.000010587644,0.0013580726],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999124,0.00000413322,0.000006612316,0.000020209174,0.000045492725,0.000011164782],"domain_scores_gemma":[0.9998964,0.000019741092,0.000024319686,0.00000889122,0.00004228682,0.000008374942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008372303,0.000096616604,0.0001509259,0.0002472496,0.00015709002,0.00011363059,0.00014199168,0.00012243594,0.0012326655],"category_scores_gemma":[0.00012838811,0.00010408919,0.00011582322,0.0002042709,0.00013402237,0.00015057689,0.000066588,0.00012690162,0.00018788644],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030578376,0.0000043504983,0.00040962474,0.000027614435,0.0000018806562,0.000041954907,0.000040332525,0.00027758456,0.9983026,0.0000444805,0.000022279599,0.0007966588],"study_design_scores_gemma":[0.0000044144717,0.00015189212,0.024059594,0.000006481166,0.000010440054,0.00015471314,0.00012002165,0.0037063193,0.9701408,0.000059373848,0.0015766268,0.00000929597],"about_ca_topic_score_codex":0.0012841191,"about_ca_topic_score_gemma":0.0031921917,"teacher_disagreement_score":0.0012841191,"about_ca_system_score_codex":0.00022324687,"about_ca_system_score_gemma":0.00006736516,"threshold_uncertainty_score":0.004123628},"labels":[],"label_agreement":null},{"id":"W1999737866","doi":"10.1016/j.mspro.2014.06.012","title":"Quasi-static and Dynamic Fracture of High-strength Aluminium Alloy","year":2014,"lang":"en","type":"article","venue":"Procedia Materials Science","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Materials science; Intermetallic; Intergranular fracture; Aluminium; Alloy; Intergranular corrosion; Void (composites); Transgranular fracture; Microstructure; Aluminium alloy; Metallurgy; Grain boundary; Composite material","score_opus":0.008119857040258515,"score_gpt":0.2615692435913372,"score_spread":0.2534493865510787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999737866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998293,0.00017220402,0.0007873796,0.0000065828285,0.0000039300703,0.000005323382,0.00011714357,0.000022581402,0.00059184723],"genre_scores_gemma":[0.9986583,0.000059329912,0.0003178821,0.0000073756714,0.0000019422757,0.000003254626,0.00009745849,0.0000041329326,0.0008504228],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997161,0.000015265983,0.000010178981,0.000046807058,0.00015536146,0.000056246517],"domain_scores_gemma":[0.9997826,0.000041018,0.0000317644,0.000031164698,0.00007988845,0.00003350602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021523592,0.00020689834,0.00023318453,0.0005882448,0.0002537506,0.00024357309,0.00047257802,0.00048603181,0.0020793343],"category_scores_gemma":[0.0002288226,0.00020740792,0.0001987974,0.00025221173,0.0003067913,0.00025085028,0.00026576998,0.00022781924,0.00025601377],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024552023,0.000047148733,0.0032379262,0.000059031212,0.000014101426,0.00031605765,0.00006998547,0.0023822635,0.988241,0.00010399669,0.0000698729,0.0052130674],"study_design_scores_gemma":[0.0000387796,0.001824288,0.20400728,0.000019394985,0.000027485032,0.0010632442,0.00030240155,0.025387507,0.76520747,0.00022660517,0.0018451998,0.00005046986],"about_ca_topic_score_codex":0.002103403,"about_ca_topic_score_gemma":0.0043926868,"teacher_disagreement_score":0.002103403,"about_ca_system_score_codex":0.000403677,"about_ca_system_score_gemma":0.00014548558,"threshold_uncertainty_score":0.0069561005},"labels":[],"label_agreement":null},{"id":"W2012315025","doi":"10.1016/j.mspro.2014.07.392","title":"Characterization of Nanocrystalline AlCoCrCuNiFeZn High Entropy Alloy Produced by Mechanical Alloying","year":2014,"lang":"en","type":"article","venue":"Procedia Materials Science","topic":"High Entropy Alloys Studies","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Materials science; Nanocrystalline material; Alloy; High entropy alloys; Metallurgy; Characterization (materials science); Nanotechnology","score_opus":0.005365871839023507,"score_gpt":0.1936990411263772,"score_spread":0.1883331692873537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012315025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996825,0.00022552036,0.0014530213,0.000014654953,0.0000044752323,0.000010588899,0.00016391222,0.000034942852,0.001267907],"genre_scores_gemma":[0.9956474,0.00012469768,0.0024114766,0.000007093728,0.0000019973643,0.000008441091,0.00022704595,0.00001881562,0.001553012],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990726,0.0000036374126,0.000005998681,0.000018740668,0.000052839743,0.000011566731],"domain_scores_gemma":[0.9999201,0.00001097131,0.000020384432,0.000007679029,0.000030485366,0.000010260947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000073792464,0.00010852269,0.00017017557,0.00034395716,0.0001497657,0.00017599492,0.00015138352,0.00014750363,0.0007703336],"category_scores_gemma":[0.00013338502,0.000090235975,0.00009740329,0.0002305652,0.00013831066,0.00009303204,0.000082217186,0.00011502415,0.0001476646],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020355881,0.0000028413422,0.000307801,0.000013805527,0.0000012857156,0.000034974728,0.000011661396,0.00006337818,0.9988721,0.000026230437,0.0000100186135,0.000635538],"study_design_scores_gemma":[0.0000030744848,0.000057954207,0.007980241,0.0000018613385,0.0000059661693,0.00011303088,0.000026102934,0.00089883734,0.98987985,0.000013660658,0.0010170048,0.0000024523154],"about_ca_topic_score_codex":0.0019629952,"about_ca_topic_score_gemma":0.005746039,"teacher_disagreement_score":0.0019629952,"about_ca_system_score_codex":0.00025406628,"about_ca_system_score_gemma":0.00015112376,"threshold_uncertainty_score":0.0039032102},"labels":[],"label_agreement":null},{"id":"W779496055","doi":"10.1016/j.mspro.2015.04.128","title":"Naval Crossfire: A Comparative Analysis of Iron Projectiles from Mid-18th to Early 19th Centuries European Warships","year":2015,"lang":"en","type":"article","venue":"Procedia Materials Science","topic":"Metallurgy and Cultural Artifacts","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Aboriginal Peoples Health; China Aerospace Science and Technology Corporation","keywords":"Projectile; Characterization (materials science); Swift; Scanning electron microscope; Order (exchange); Materials science; Ancient history; History; Nanotechnology; Metallurgy; Physics; Composite material; Business; Astrophysics","score_opus":0.11624749305241326,"score_gpt":0.354392288787349,"score_spread":0.23814479573493574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W779496055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99763143,0.0002673805,0.000062043364,0.0000071417635,0.0000015127642,0.0000032802377,0.00004218025,6.871255e-7,0.0019842396],"genre_scores_gemma":[0.9975821,0.0006872974,0.00017993724,0.0000090956855,0.0000046357964,0.000008023677,0.00016973648,0.0000029245018,0.0013562896],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995659,0.000062216444,0.000034671168,0.00007324998,0.00012411451,0.00013977545],"domain_scores_gemma":[0.99943656,0.00011150368,0.00017858931,0.00002562553,0.00019756143,0.00005012821],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070475944,0.00022975521,0.00024549,0.0056550587,0.0010809911,0.0008165937,0.00028086468,0.000314794,0.0019521002],"category_scores_gemma":[0.00112106,0.0001319535,0.0001732743,0.0032490026,0.0009606969,0.0004739433,0.001240413,0.0001732928,0.0002653884],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048499118,0.00006911608,0.7872723,0.0002134011,0.00014991521,0.004135585,0.08537975,0.0002586733,0.012128042,0.0013278321,0.00033032344,0.10825012],"study_design_scores_gemma":[8.193157e-7,0.00006424594,0.97974867,0.000037164154,0.000015685051,0.00096140936,0.014995864,0.00004237889,0.00054502074,0.000037145655,0.0035460629,0.0000054884504],"about_ca_topic_score_codex":0.007987242,"about_ca_topic_score_gemma":0.025446426,"teacher_disagreement_score":0.007987242,"about_ca_system_score_codex":0.00047948802,"about_ca_system_score_gemma":0.00034821348,"threshold_uncertainty_score":0.015881479},"labels":[],"label_agreement":null}]}