{"meta":{"query_hash":"5acbd3ed7acd","filters":{"venue":"Wiley-VCH eBooks"},"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/5acbd3ed7acd","api":"https://metacan.xera.ac/api/v1/cohort?venue=Wiley-VCH+eBooks"},"results":[{"id":"W181830609","doi":"","title":"Biological aspects and structure formation","year":2007,"lang":"en","type":"book","venue":"Wiley-VCH eBooks","topic":"Calcium Carbonate Crystallization and Inhibition","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biomineralization; Sponge spicule; Biology; Danio; Mineralized tissues; Biophysics; Chemistry; Anatomy; Biochemistry; Materials science; Zebrafish; Paleontology","score_opus":0.021694364379291203,"score_gpt":0.23641279931348763,"score_spread":0.21471843493419643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W181830609","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031603344,0.0004937664,0.0013782408,0.000037474823,0.0006976402,0.0006254123,0.00030153684,0.00030354236,0.964559],"genre_scores_gemma":[0.5785584,0.00022050255,0.0010218712,0.002436654,0.0021276237,0.00003434509,0.0022255888,0.0001469936,0.413228],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985476,0.000045888024,0.000386429,0.00040383238,0.00032891397,0.00028730443],"domain_scores_gemma":[0.99923277,0.000049610044,0.00024277206,0.00023215533,0.000114359136,0.00012832467],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021454974,0.0002994346,0.0003121509,0.00016840213,0.00013388562,0.00014360824,0.0001313331,0.0005900716,0.00097652926],"category_scores_gemma":[0.000030806972,0.0002529526,0.0000706859,0.000026520273,0.0002404299,0.000113725946,0.00010843824,0.0002614686,0.000069660986],"study_design_candidate":"bench_or_experimental","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":[0.000097647324,0.000017026381,0.000004268804,0.00029388518,0.000014176149,0.00006023949,0.0007096874,0.000005340697,0.82724416,0.12715249,0.036982022,0.007419053],"study_design_scores_gemma":[0.0010800087,0.00033454958,0.0000684926,0.0006809033,0.00006854066,0.00030926082,0.000072994306,0.0001628161,0.14560345,0.11467202,0.7357525,0.001194459],"about_ca_topic_score_codex":0.0000038838702,"about_ca_topic_score_gemma":0.000029302693,"teacher_disagreement_score":0.69877046,"about_ca_system_score_codex":0.00017711277,"about_ca_system_score_gemma":0.00011033892,"threshold_uncertainty_score":0.99999225},"labels":[],"label_agreement":null},{"id":"W407244147","doi":"","title":"Organometallic and coordination clusters and polymers : syntheses and applications : London, Ontario, Canada, May 29-June 1, 2004","year":2004,"lang":"en","type":"book","venue":"Wiley-VCH eBooks","topic":"Organometallic Compounds Synthesis and Characterization","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Organometallic chemistry; Library science; Chemistry; Nanotechnology; History; Art history; Computer science; Materials science; Organic chemistry; Catalysis","score_opus":0.0069186646739052265,"score_gpt":0.1795965139237305,"score_spread":0.17267784924982527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W407244147","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":[0.07395215,0.016352039,0.00069655734,0.0023633414,0.00057899655,0.0024715406,0.001466698,0.00045343224,0.9016653],"genre_scores_gemma":[0.20868212,0.00026232394,0.000047869216,0.0001826976,0.00026442026,0.0001342913,0.0004172465,0.000130257,0.7898788],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99777406,0.000022451797,0.00055312034,0.0008530561,0.0003845305,0.00041276528],"domain_scores_gemma":[0.9984779,0.0002014742,0.00042368195,0.0004991389,0.00008942177,0.0003084343],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010560357,0.0006235162,0.00068535726,0.00018833422,0.00035118466,0.00022074208,0.00021996962,0.00040651223,0.0016713461],"category_scores_gemma":[0.000026843918,0.0006660649,0.00007023025,0.000053331925,0.0003452869,0.00011031437,0.00019404573,0.0004214613,0.000003724483],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003899921,0.0005339615,0.0054364903,0.009406907,0.004111792,0.0002061415,0.008114476,0.000014028167,0.08589704,0.018569209,0.016208261,0.8511117],"study_design_scores_gemma":[0.0005707362,0.000025159827,0.00047314982,0.00072335114,0.00047507058,0.00011910459,0.00017861993,0.000012447906,0.0029357893,0.00075652014,0.99275744,0.000972598],"about_ca_topic_score_codex":0.12923034,"about_ca_topic_score_gemma":0.64237535,"teacher_disagreement_score":0.9765492,"about_ca_system_score_codex":0.0014987193,"about_ca_system_score_gemma":0.0028355888,"threshold_uncertainty_score":0.9995791},"labels":[],"label_agreement":null},{"id":"W571997348","doi":"","title":"Polymer reaction engineering VI : selected contributions from the conference in Halifax, Canada, May 21-26, 2006","year":2006,"lang":"en","type":"book","venue":"Wiley-VCH eBooks","topic":"Organometallic Complex Synthesis and Catalysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Polymer; Polymer science; Operations research; Engineering; Materials science; Chemistry; Organic chemistry","score_opus":0.007103912941749407,"score_gpt":0.18272382667201537,"score_spread":0.17561991373026595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W571997348","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":[0.014288476,0.004498335,0.00021828891,0.00078490144,0.0005095312,0.0005220418,0.011915417,0.0005123264,0.9667507],"genre_scores_gemma":[0.2012465,0.000024355162,0.00001468054,0.00008935042,0.00083865866,0.00011688564,0.003020488,0.00014108082,0.794508],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974909,0.000040878356,0.000689836,0.00064891105,0.00054318324,0.0005862961],"domain_scores_gemma":[0.9979953,0.0004508491,0.00033455508,0.00089399976,0.00018880851,0.00013648317],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012212656,0.0005872835,0.0007345704,0.00010807568,0.00017684569,0.00011068783,0.00057970325,0.0004811722,0.004292082],"category_scores_gemma":[0.000093727904,0.0005324319,0.00019986104,0.000120914374,0.00008424843,0.000041134088,0.00011190642,0.0009219717,0.00004303228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011661651,0.0002408138,0.00064271543,0.00030325193,0.0028370135,0.000283837,0.0004687072,0.000063921754,0.46933568,0.008836712,0.48189285,0.034977887],"study_design_scores_gemma":[0.00041815804,0.000005553058,0.00088915566,0.0004554661,0.0004118804,0.0000122892525,0.000032849686,0.0002423396,0.03292936,0.00017557669,0.9636294,0.0007979655],"about_ca_topic_score_codex":0.52903295,"about_ca_topic_score_gemma":0.6284615,"teacher_disagreement_score":0.48173654,"about_ca_system_score_codex":0.0012533447,"about_ca_system_score_gemma":0.0021188443,"threshold_uncertainty_score":0.9997127},"labels":[],"label_agreement":null},{"id":"W572449225","doi":"","title":"Invited lectures from Metal and metalloid containing macromolecules : the 39th IUPAC congress and 86th conference of The Canadian Society for Chemistry : Ottawa, Canada, August 10 - 15, 2003","year":2003,"lang":"en","type":"book","venue":"Wiley-VCH eBooks","topic":"History and advancements in chemistry","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chemical nomenclature; Metalloid; Library science; Chemistry; Environmental chemistry; Metal; Organic chemistry; Computer science","score_opus":0.013098327533659304,"score_gpt":0.21659590115644392,"score_spread":0.20349757362278462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W572449225","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":[0.056027584,0.01865908,0.000029449788,0.0004774499,0.00090163894,0.0013678494,0.028906627,0.00008197552,0.89354837],"genre_scores_gemma":[0.08100681,0.00007330976,0.00030605224,0.0020786095,0.0002897729,0.00018464148,0.0010635441,0.00015720807,0.91484004],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99757195,0.000037278296,0.00057069527,0.0007592603,0.00046673004,0.00059410837],"domain_scores_gemma":[0.99764115,0.00028992363,0.00062986475,0.0007830509,0.00032766053,0.00032832852],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018625075,0.00070094806,0.00077326805,0.000017620787,0.00079249125,0.000107902735,0.0007096192,0.0006431751,0.0010941597],"category_scores_gemma":[0.00022507449,0.000537017,0.00023988173,0.000041804273,0.0012151981,0.00004005097,0.00014871238,0.0009510424,2.0780685e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014782781,0.000041865645,0.00024456845,0.002635118,0.004084887,0.000067097004,0.0017225741,0.00001383664,0.20342954,0.000519082,0.784455,0.0026386208],"study_design_scores_gemma":[0.0008052901,0.000011521499,0.000003296734,0.0004974577,0.00059110986,0.00002503097,0.00042018382,0.000027904385,0.15895627,0.00062972365,0.83741915,0.00061303604],"about_ca_topic_score_codex":0.16330327,"about_ca_topic_score_gemma":0.6812798,"teacher_disagreement_score":0.51797646,"about_ca_system_score_codex":0.0007023201,"about_ca_system_score_gemma":0.00450794,"threshold_uncertainty_score":0.999819},"labels":[],"label_agreement":null}]}