{"meta":{"query_hash":"9598d11683c5","filters":{"venue":"Frontiers of nanoscience"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/9598d11683c5","api":"https://metacan.xera.ac/api/v1/cohort?venue=Frontiers+of+nanoscience"},"results":[{"id":"W1005462503","doi":"10.1016/b978-0-08-044965-4.50010-9","title":"Materials with Structural Hierarchy and their Optical Applications","year":2009,"lang":"en","type":"book-chapter","venue":"Frontiers of nanoscience","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Hierarchy; Computer science; Materials science; Political science","score_opus":0.01060251525924472,"score_gpt":0.19637540399257716,"score_spread":0.18577288873333245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1005462503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4988748,0.055227034,0.023583367,0.0032536378,0.003700472,0.006805348,0.0030727398,0.0007069872,0.40477562],"genre_scores_gemma":[0.8150156,0.001417459,0.053595033,0.0003118552,0.00037349833,0.000081118225,0.000025516007,0.00010855584,0.12907137],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99846977,0.000021916594,0.000347424,0.00053916505,0.00033352,0.00028821419],"domain_scores_gemma":[0.9991165,0.00004095144,0.00027274046,0.00035618,0.00009698799,0.00011663951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002716246,0.00030992107,0.00056021183,0.00012397763,0.00020202645,0.0001299675,0.0005399143,0.00015815755,0.00015407462],"category_scores_gemma":[0.000018217565,0.00018867222,0.000046030735,0.000041806066,0.0015061238,0.0002130341,0.00010018639,0.00010166968,0.0000141312175],"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":[0.00014527273,0.00001563408,0.000021806663,0.00008383147,0.000017896004,0.0000052417886,0.00028397611,0.000004057719,0.8995986,0.071758,0.002022985,0.026042677],"study_design_scores_gemma":[0.00026345366,0.0006520653,0.00042305965,0.00028157758,0.00007360292,0.000082182916,0.00011018467,0.000045577992,0.8304723,0.034739465,0.13199581,0.0008607508],"about_ca_topic_score_codex":0.000011153539,"about_ca_topic_score_gemma":0.0000030719336,"teacher_disagreement_score":0.3161408,"about_ca_system_score_codex":0.000029514547,"about_ca_system_score_gemma":0.00012127628,"threshold_uncertainty_score":0.76938295},"labels":[],"label_agreement":null},{"id":"W47548588","doi":"10.1016/b978-0-08-096355-6.00004-0","title":"Imprinting Atomic and Molecular Patterns","year":2011,"lang":"en","type":"book-chapter","venue":"Frontiers of nanoscience","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Imprinting (psychology); Nanotechnology; Materials science; Biology; Genetics","score_opus":0.01809151757705116,"score_gpt":0.2328183772005578,"score_spread":0.21472685962350666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W47548588","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006726806,0.0019389428,0.0764366,0.000076655015,0.00038599217,0.00009511779,0.00004862842,0.0000679094,0.9142234],"genre_scores_gemma":[0.10019348,0.000928072,0.104306735,0.00012224082,0.00011701765,0.000009004578,0.000016322225,0.00012349138,0.7941837],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99830246,0.0000051188786,0.0004194849,0.0006201075,0.00037013047,0.00028270358],"domain_scores_gemma":[0.9989656,0.00003327023,0.00037976325,0.0003770477,0.00008160135,0.00016270723],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022133415,0.00031244403,0.00048595603,0.00007642564,0.000052626056,0.000014409875,0.0005620368,0.00030970422,0.0005570469],"category_scores_gemma":[0.000121831144,0.0003066779,0.00010497404,0.000027548018,0.00064731156,0.000052341347,0.00034814345,0.00029124456,0.00000559827],"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":[0.00005790349,0.000053880645,0.011210862,0.0018778194,0.00039671425,0.00022255948,0.000814252,6.123438e-7,0.90535355,0.048143074,0.005328377,0.026540384],"study_design_scores_gemma":[0.0004416091,0.00003678004,0.00032279053,0.0010081978,0.00024864363,0.00004409352,0.000112642614,0.00016140509,0.85033846,0.060327765,0.085532166,0.0014254558],"about_ca_topic_score_codex":0.000015980226,"about_ca_topic_score_gemma":4.3395295e-7,"teacher_disagreement_score":0.12003971,"about_ca_system_score_codex":0.00008999629,"about_ca_system_score_gemma":0.00009662724,"threshold_uncertainty_score":0.99993855},"labels":[],"label_agreement":null}]}