{"meta":{"query_hash":"6605f31d81d6","filters":{"venue":"FEUP eBooks"},"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/6605f31d81d6","api":"https://metacan.xera.ac/api/v1/cohort?venue=FEUP+eBooks"},"results":[{"id":"W4402417898","doi":"10.24840/978-972-752-354-2","title":"Proceedings of the 11th International Conference on Mechanics and Materials in Design (M2D2026)","year":2017,"lang":"en","type":"book","venue":"FEUP eBooks","topic":"Material Properties and Applications","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Lembaga Pengelola Dana Pendidikan","keywords":"Engineering ethics; Engineering","score_opus":0.06633218430672252,"score_gpt":0.260761929341122,"score_spread":0.1944297450343995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402417898","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009565355,0.13108033,0.2327038,0.015542992,0.14604335,0.0009767252,0.005683656,0.008310517,0.45009327],"genre_scores_gemma":[0.039194275,0.061264727,0.09930846,0.0044590146,0.014195081,0.0010582305,0.017303484,0.004038143,0.7591786],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99563795,0.0009195569,0.00023545368,0.00053672865,0.0023179085,0.00035246686],"domain_scores_gemma":[0.997065,0.00055904826,0.00012272061,0.0005525155,0.0010781925,0.00062256795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039437246,0.0019160059,0.0016647412,0.0021427425,0.0009868813,0.0056378576,0.002308099,0.0024392677,0.18647924],"category_scores_gemma":[0.0048465226,0.00058115926,0.0013160099,0.0013372971,0.0010412391,0.002854663,0.0031115278,0.0031877598,0.07712261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017771953,0.00014149671,0.00044981376,0.00077345,0.00005164323,0.0001253086,0.00016572802,0.0013608309,0.005078343,0.00957529,0.65294135,0.329159],"study_design_scores_gemma":[0.000010039468,0.00005881416,0.0004382499,0.00018784308,0.000010950622,0.00016785509,0.00004724102,0.0014175504,0.00075641955,0.002755965,0.9941361,0.000012850378],"about_ca_topic_score_codex":0.00119348,"about_ca_topic_score_gemma":0.0020422302,"teacher_disagreement_score":0.18647924,"about_ca_system_score_codex":0.0012009197,"about_ca_system_score_gemma":0.002038591,"threshold_uncertainty_score":0.6238352},"labels":[],"label_agreement":null},{"id":"W4410373008","doi":"10.24840/978-972-752-132-6","title":"12th International Conference on Durability of Building Materials and Components (XII DBMC): Atas","year":2011,"lang":"en","type":"book","venue":"FEUP eBooks","topic":"Structural Analysis of Composite Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Durability; Architectural engineering; Environmental science; Materials science; Engineering; Composite material","score_opus":0.03464273803883287,"score_gpt":0.23479909990302858,"score_spread":0.20015636186419572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410373008","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0151142515,0.15357338,0.1278684,0.016147604,0.10222295,0.0006277802,0.004121477,0.0072104065,0.5731138],"genre_scores_gemma":[0.061722547,0.06347518,0.055509847,0.0031227637,0.010276749,0.00043876862,0.009930778,0.002767687,0.7927557],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997917,0.00034351205,0.00015558227,0.00036861934,0.00096896046,0.0002463234],"domain_scores_gemma":[0.9979538,0.00026727616,0.00007160021,0.0003545741,0.0010204504,0.00033228658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031352828,0.0011809664,0.0012412138,0.0020783383,0.0010629391,0.004971028,0.0021393886,0.0025039609,0.10693238],"category_scores_gemma":[0.0024945864,0.00041803144,0.0012361865,0.0017544565,0.0010377147,0.003255761,0.0032483481,0.002771133,0.06913755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000285513,0.00020283907,0.00072450837,0.0011984169,0.000056785015,0.0003445766,0.00037994754,0.001997257,0.012004457,0.029617745,0.5199966,0.43319145],"study_design_scores_gemma":[0.0000073365077,0.000051404564,0.00057624246,0.00026310544,0.000016907754,0.0003172081,0.0001238651,0.0012038908,0.0017883192,0.0035019054,0.9921342,0.000015662308],"about_ca_topic_score_codex":0.0021165593,"about_ca_topic_score_gemma":0.0020371801,"teacher_disagreement_score":0.10693238,"about_ca_system_score_codex":0.0014592375,"about_ca_system_score_gemma":0.0023432872,"threshold_uncertainty_score":0.35772443},"labels":[],"label_agreement":null},{"id":"W4411134448","doi":"10.24840/978-972-752-323-8","title":"Proceedings of the 8th International Conference on Integrity-Reliability-Failure (IRF2025)","year":2025,"lang":"en","type":"book","venue":"FEUP eBooks","topic":"Software Reliability and Analysis Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Reliability engineering; Reliability (semiconductor); Forensic engineering; Psychology; Computer science; Engineering; Physics","score_opus":0.02489195301957386,"score_gpt":0.2794001358274377,"score_spread":0.25450818280786386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411134448","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0076574665,0.11122382,0.101425335,0.041166067,0.2927451,0.0014528047,0.004748011,0.006112204,0.4334692],"genre_scores_gemma":[0.038011506,0.058367584,0.049905967,0.010170123,0.05488043,0.0013339344,0.019069044,0.002747767,0.7655136],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99600023,0.0007681192,0.00024575045,0.0005694204,0.0019173437,0.00049911253],"domain_scores_gemma":[0.9945874,0.00064339663,0.00022932199,0.0004738107,0.0026823296,0.0013837523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00526604,0.0018520288,0.0013772164,0.0018203866,0.0014509257,0.006398265,0.0023482966,0.0032830844,0.12090859],"category_scores_gemma":[0.006353833,0.0004253555,0.0010454436,0.0012270807,0.0010133957,0.003973398,0.0029860865,0.0042305305,0.07682258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013814509,0.00007738499,0.00022646041,0.0003160285,0.000019752704,0.000115523,0.000083970495,0.0003628138,0.0017673846,0.0050687925,0.86316043,0.12866332],"study_design_scores_gemma":[0.000009255722,0.0000502896,0.0003455973,0.00014571122,0.000010654875,0.00013638943,0.000046908244,0.00057158584,0.00048802196,0.001878078,0.9963033,0.000014081965],"about_ca_topic_score_codex":0.0015220911,"about_ca_topic_score_gemma":0.002326952,"teacher_disagreement_score":0.12090859,"about_ca_system_score_codex":0.001474193,"about_ca_system_score_gemma":0.0028562814,"threshold_uncertainty_score":0.4044795},"labels":[],"label_agreement":null}]}