{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"6708fe100e8d","filters":{"venue":"Tomography of Materials and Structures"}},"results":[{"id":"W4392382224","doi":"10.1016/j.tmater.2024.100026","title":"Connectivity in binary mixtures of spherical particles","year":2024,"lang":"en","type":"article","venue":"Tomography of Materials and Structures","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Hamilton Health Sciences; Vancouver Biotech (Canada); University of British Columbia","funders":"","keywords":"SPHERES; Binary number; Coordination number; Range (aeronautics); Visualization; Statistical physics; Materials science; Computer science; Nanotechnology; Mathematics; Physics; Artificial intelligence; Composite material","authors":[{"name":"Aurélien Sibellas","is_ca":true},{"name":"James Drummond","is_ca":true},{"name":"D. Mark Martinez","is_ca":true},{"name":"A.B. Phillion","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01214612625930474,"gpt":0.2543722167321499,"spread":0.2422260904728451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002261509,0.00008209327,0.0002104679,0.00008333266,0.00002284013,0.00003639605,0.00006068665,0.00004564493,0.0002172727],"category_scores_gemma":[0.00003122749,0.00006105216,0.00003141847,0.0001872591,0.0001778954,0.0000887156,0.00003442156,0.00002481603,5.649482e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000283633,"about_ca_system_score_gemma":0.00001161691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000218558,"about_ca_topic_score_gemma":0.00001952848,"domain_scores_codex":[0.999276,0.00008208456,0.0002553783,0.0001638329,0.0001013634,0.0001213564],"domain_scores_gemma":[0.9997176,0.00008163766,0.00004798254,0.0001033931,0.00001986512,0.00002950871],"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":[0.00006494499,0.00002138333,0.003736995,0.0002346579,0.000005293609,0.000003532621,0.0003759573,0.00008255686,0.9903346,0.003965818,0.00002510779,0.001149188],"study_design_scores_gemma":[0.0001031897,0.00007684348,0.1423506,0.0000620897,0.000008198329,0.000003108491,0.00004715407,0.00008554931,0.8477603,0.009405652,0.00003571556,0.00006162186],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981542,0.001311389,0.00005757928,0.00003241451,0.0002382822,0.00008387106,0.00006194042,0.00002995443,0.00003039895],"genre_scores_gemma":[0.9989679,0.00004141807,0.000948829,0.000005134182,0.0000225882,0.000004631796,0.000002083196,0.000006026151,0.000001387786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1425743,"threshold_uncertainty_score":0.2489635,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406892935","doi":"10.1016/j.tmater.2025.100051","title":"Visualizing pulp fibers using X-ray tomography: Enhancing the contrast by labeling with iron oxide nanoparticles and the use of immersion oil","year":2025,"lang":"en","type":"article","venue":"Tomography of Materials and Structures","topic":"Digital Image Processing Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Iron oxide; Nanoparticle; Immersion (mathematics); Iron oxide nanoparticles; Pulp (tooth); Contrast (vision); Materials science; Contrast enhancement; Chemical engineering; Chemistry; Nanotechnology; Metallurgy; Computer science; Dentistry; Artificial intelligence; Magnetic resonance imaging; Radiology; Engineering; Medicine; Mathematics","authors":[{"name":"Anderson Thiago Vasconcelos Veiga","is_ca":true},{"name":"Elisa S. Ferreira","is_ca":true},{"name":"James Drummond","is_ca":true},{"name":"Lewis Mason","is_ca":true},{"name":"Samuel N. M. Brown","is_ca":true},{"name":"A.B. Phillion","is_ca":true},{"name":"D. Mark Martinez","is_ca":true},{"name":"Emily D. Cranston","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01133905612432964,"gpt":0.2404909614892312,"spread":0.2291519053649016,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004722355,0.0001635696,0.0002998695,0.0001351769,0.0002033577,0.00049792,0.0002968833,0.00004330124,9.134856e-7],"category_scores_gemma":[0.00003474664,0.00008722167,0.00004425554,0.0003461077,0.0006582279,0.0004692506,0.0001690668,0.00005155819,8.611308e-9],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003376525,"about_ca_system_score_gemma":0.00001871333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004611602,"about_ca_topic_score_gemma":0.000009526774,"domain_scores_codex":[0.9989178,0.0001380461,0.0003383773,0.0002420133,0.0001769379,0.0001868906],"domain_scores_gemma":[0.9991497,0.0002462305,0.0002451199,0.0002510642,0.00007986788,0.00002798707],"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":[0.0001416431,0.000009311399,0.0003218972,0.0001685783,0.00004847865,6.489822e-7,0.0004496878,0.00001817631,0.9858916,0.003185127,0.00002745279,0.009737385],"study_design_scores_gemma":[0.0004129732,0.00004493336,0.001262363,0.0003249135,0.00005368602,0.000005725013,0.0001877337,0.0003013799,0.9945241,0.002743586,0.00002558566,0.0001130397],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873512,0.002248264,0.01001217,0.0001379548,0.00005196824,0.0001187298,0.00001414684,0.00004894758,0.00001665776],"genre_scores_gemma":[0.9673327,0.0001103949,0.03241493,0.0001204048,0.000005079742,0.000005104131,0.000001031771,0.000007014026,0.000003370973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02240276,"threshold_uncertainty_score":0.4801454,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}