{"meta":{"query_hash":"213921054726","filters":{"venue":"Materials Futures"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/213921054726","api":"https://metacan.xera.ac/api/v1/cohort?venue=Materials+Futures"},"results":[{"id":"W4221073609","doi":"10.1088/2752-5724/ac5e0c","title":"Properties and processing technologies of high-entropy alloys","year":2022,"lang":"en","type":"article","venue":"Materials Futures","topic":"High Entropy Alloys Studies","field":"Engineering","cited_by":58,"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 Toronto","funders":"Basic and Applied Basic Research Foundation of Guangdong Province","keywords":"High entropy alloys; Salient; Materials science; Fabrication; Ductility (Earth science); Nanotechnology; Computer science; Metallurgy; Microstructure; Artificial intelligence","score_opus":0.010152954357737663,"score_gpt":0.18195127166880637,"score_spread":0.1717983173110687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221073609","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6790916,0.13428338,0.061983272,0.0021100221,0.0010075222,0.00016029188,0.00086350006,0.0004567094,0.120043635],"genre_scores_gemma":[0.9611871,0.013482331,0.016035665,0.00015078334,0.00016239942,0.000047133995,0.0003314506,0.00007201182,0.008531162],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998149,0.000016420323,0.0000124107955,0.000030886327,0.00010452568,0.000020866633],"domain_scores_gemma":[0.99990034,0.000014151863,0.000026807333,0.000009324268,0.00003902896,0.000010386251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031245075,0.00031191236,0.00018818156,0.00066773436,0.00027325313,0.00077300624,0.0003833367,0.00043660484,0.0014003515],"category_scores_gemma":[0.00024467355,0.00022443263,0.0002272773,0.0003498838,0.00025203984,0.0009673665,0.0003554032,0.00044228276,0.0006918375],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011935951,0.000059875376,0.0016030453,0.0012191336,0.000026357142,0.00028519,0.00018306286,0.0025705497,0.9272904,0.028122451,0.0017269173,0.03679375],"study_design_scores_gemma":[0.000020638112,0.00042012564,0.0037973963,0.00013563276,0.000041846277,0.0008474866,0.00013879426,0.012336815,0.8909202,0.0051606526,0.08615088,0.00002955568],"about_ca_topic_score_codex":0.0003485267,"about_ca_topic_score_gemma":0.00054973614,"teacher_disagreement_score":0.0014003515,"about_ca_system_score_codex":0.0005009099,"about_ca_system_score_gemma":0.0002970627,"threshold_uncertainty_score":0.004684627},"labels":[],"label_agreement":null},{"id":"W4291000777","doi":"10.1088/2752-5724/ac88e7","title":"Microstructure and long-term stability of Ni–YSZ anode supported fuel cells: a review","year":2022,"lang":"en","type":"review","venue":"Materials Futures","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Ministerio de Ciencia e Innovación; Agencia Estatal de Investigación; University of Alberta","keywords":"Yttria-stabilized zirconia; Materials science; Anode; Solid oxide fuel cell; Microstructure; Cermet; Cubic zirconia; Porosity; Ceramic; Oxide; Chemical engineering; Calcination; Metallurgy; Composite material; Electrode; Chemistry","score_opus":0.039560836144808265,"score_gpt":0.3271596921096121,"score_spread":0.28759885596480383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291000777","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021831445,0.9990639,0.000074652286,0.000060346913,0.00011335816,0.0000029573062,0.000014149968,0.0000038668218,0.00044849244],"genre_scores_gemma":[0.0012245695,0.9980027,0.00013310947,0.0000501653,0.000092990085,0.0000048494503,0.000026377284,0.0000011292533,0.00046408086],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99983895,0.000018160847,0.000028411905,0.000037399244,0.000060981452,0.000016128777],"domain_scores_gemma":[0.9997304,0.00009201272,0.000051295596,0.00000927961,0.00009658478,0.000020521065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004393363,0.001051063,0.0013420417,0.0022079432,0.00023916936,0.00085834635,0.00076744484,0.0009192996,0.0024084959],"category_scores_gemma":[0.00049286237,0.00036190334,0.00046826465,0.002869215,0.00026626175,0.0011635742,0.00051454443,0.00079654664,0.0015806435],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010394039,0.00013030633,0.0003209651,0.043902613,0.00014376736,0.00030187386,0.0000722227,0.00069757365,0.0063160025,0.0024934302,0.018304488,0.9272129],"study_design_scores_gemma":[0.000016655942,0.000250164,0.0018609768,0.0060814703,0.000271071,0.0015879403,0.00008275489,0.00023769545,0.0029335648,0.0009934419,0.9856485,0.000035843717],"about_ca_topic_score_codex":0.0012366051,"about_ca_topic_score_gemma":0.0014477617,"teacher_disagreement_score":0.0024084959,"about_ca_system_score_codex":0.00046873424,"about_ca_system_score_gemma":0.00086503674,"threshold_uncertainty_score":0.008057237},"labels":[],"label_agreement":null},{"id":"W4405311787","doi":"10.1088/2752-5724/ad9e09","title":"Functionalized bio-spinning silk fiber scaffolds containing Mg<sup>2+</sup> with osteoimmunomodulatory and osteogenesis abilities for critical-sized bone defect regeneration","year":2024,"lang":"en","type":"article","venue":"Materials Futures","topic":"Silk-based biomaterials and applications","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Agriculture","funders":"Joint Fund of the National Natural Science Foundation of China and the Karst Science Research Center of Guizhou Province; Venture and Innovation Support Program for Chongqing Overseas Returnees; National Natural Science Foundation of China","keywords":"Fibroin; Biocompatibility; Scaffold; Biomedical engineering; Bone healing; Materials science; Regeneration (biology); Surface modification; In vivo; SILK; Angiogenesis; Chemistry; Biophysics; Nanotechnology; Cell biology; Composite material; Anatomy; Cancer research; Medicine","score_opus":0.014143843895342074,"score_gpt":0.25758363573843296,"score_spread":0.2434397918430909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405311787","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":[0.995252,0.00082122296,0.0028517134,0.000026192138,0.000019393638,0.000020262893,0.000108119726,0.00007322964,0.0008279051],"genre_scores_gemma":[0.9958039,0.00035804432,0.003025419,0.000018998739,0.000007718533,0.000017581322,0.00010890624,0.000010052849,0.00064948556],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999336,0.0000061914116,0.000007510608,0.000015681484,0.000021117123,0.000015905038],"domain_scores_gemma":[0.99991584,0.0000097286065,0.000039525392,0.0000059406,0.000010912785,0.000017999108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000098110526,0.00043992972,0.00011921191,0.00018943814,0.00010446396,0.00017365455,0.00010257052,0.00027120297,0.00069505064],"category_scores_gemma":[0.00008282342,0.00011793955,0.00017102357,0.0001320202,0.0001413744,0.00017867991,0.0001370847,0.00012624444,0.00016222314],"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":[0.000023066586,0.0000041111525,0.00006992662,0.000016813321,0.0000020322723,0.000017258786,0.0000035410415,0.000054555854,0.9991351,0.000020994077,0.000010590699,0.0006420246],"study_design_scores_gemma":[0.000006263456,0.00012824738,0.0019677712,0.0000024208787,0.000013523595,0.000075655924,0.000008706287,0.000898933,0.9959943,0.000016004244,0.00088374096,0.0000043549517],"about_ca_topic_score_codex":0.00043086993,"about_ca_topic_score_gemma":0.0010319105,"teacher_disagreement_score":0.00069505064,"about_ca_system_score_codex":0.00014151711,"about_ca_system_score_gemma":0.00012361186,"threshold_uncertainty_score":0.0023251772},"labels":[],"label_agreement":null}]}