{"meta":{"query_hash":"64ef9cffdfd9","filters":{"venue":"Taschen 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/64ef9cffdfd9","api":"https://metacan.xera.ac/api/v1/cohort?venue=Taschen+eBooks"},"results":[{"id":"W1652720506","doi":"","title":"Great escapes : North America","year":2015,"lang":"en","type":"book","venue":"Taschen eBooks","topic":"American Environmental and Regional History","field":"Environmental Science","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":"Wright; Adventure; Archaeology; Geography; Canyon; History; Cartography; Art history","score_opus":0.010815557176249177,"score_gpt":0.18252011979618427,"score_spread":0.17170456261993508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1652720506","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":[0.0010365156,0.036442406,0.00020888251,0.0061741113,0.0036299862,0.000015565798,0.0001629294,0.00011091117,0.9522187],"genre_scores_gemma":[0.0071125333,0.013621478,0.00025876152,0.0024615154,0.0004140277,0.000030201134,0.00017732663,0.000094809446,0.97582936],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998888,0.000013800073,0.0000034833267,0.000021988822,0.0000411976,0.000030677827],"domain_scores_gemma":[0.9999279,0.000008561652,0.0000040526006,0.000006762104,0.000027857805,0.000024862316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014678118,0.0008001355,0.00028626175,0.0007707499,0.004052667,0.003420317,0.0005897389,0.00094342284,0.084998585],"category_scores_gemma":[0.00031113953,0.0003269525,0.0002709848,0.0010214569,0.0011727276,0.0027368146,0.0027915956,0.0022899648,0.018337365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006347383,0.000014446571,0.0002089268,0.0001007482,0.0000016735883,0.00012936164,0.0024688737,0.00004440535,0.00010319405,0.0296602,0.89766926,0.0695927],"study_design_scores_gemma":[5.206388e-7,0.0000011242763,0.00016328014,0.0000557507,4.6307457e-7,0.000035370285,0.0003367393,0.0000034737584,0.000005977314,0.0007351535,0.99866104,0.0000010211223],"about_ca_topic_score_codex":0.056362703,"about_ca_topic_score_gemma":0.2554775,"teacher_disagreement_score":0.9436373,"about_ca_system_score_codex":0.002912069,"about_ca_system_score_gemma":0.00284002,"threshold_uncertainty_score":0.28434855},"labels":[],"label_agreement":null},{"id":"W588459783","doi":"","title":"The New York Times 36 hours : 125 weekends in Europe","year":2012,"lang":"en","type":"book","venue":"Taschen eBooks","topic":"Media, Gender, and Advertising","field":"Social Sciences","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":"Art history; Style (visual arts); Dozen; Dream; Art; Beauty; TRIPS architecture; History; Performance art; Adventure; Visual arts; Cartography; Geography; Engineering; Aesthetics","score_opus":0.04594498507202896,"score_gpt":0.28668639723240086,"score_spread":0.2407414121603719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W588459783","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":[0.0020053897,0.028131586,0.0006872217,0.017371917,0.03881381,0.00024334436,0.00691958,0.0019709887,0.9038561],"genre_scores_gemma":[0.0027146218,0.0050382484,0.00027920114,0.0035185425,0.0029138797,0.00015727592,0.0016146468,0.00054097513,0.98322266],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993339,0.00006664798,0.000044399836,0.00009042721,0.0002995919,0.00016496163],"domain_scores_gemma":[0.999041,0.00005035945,0.000053502652,0.00008358259,0.00023850669,0.0005329358],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00078414683,0.002094837,0.00085935695,0.0010939904,0.003950481,0.010360453,0.0010130261,0.0028273708,0.5281775],"category_scores_gemma":[0.0019775142,0.0006805878,0.0006539265,0.0022960377,0.0008719982,0.0053371065,0.0059977532,0.0034568468,0.3835852],"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":[0.00001704713,0.000015923168,0.0001037446,0.00005382491,0.0000019389936,0.000050549264,0.00010871552,0.000010892125,0.0000689685,0.0006448665,0.98272055,0.016202893],"study_design_scores_gemma":[0.000002515353,0.0000045707243,0.00043882197,0.00007000348,8.279327e-7,0.00001675851,0.000170641,0.0000037470109,0.000011382788,0.000049733393,0.9992274,0.0000035074515],"about_ca_topic_score_codex":0.01103576,"about_ca_topic_score_gemma":0.031249497,"teacher_disagreement_score":0.5281775,"about_ca_system_score_codex":0.0012997221,"about_ca_system_score_gemma":0.0022456956,"threshold_uncertainty_score":0.67299753},"labels":[],"label_agreement":null},{"id":"W603134280","doi":"","title":"A chronicle of the Crusades : The expeditions to Outremer an unabridged, annotated edition with a commentary","year":2009,"lang":"en","type":"book","venue":"Taschen eBooks","topic":"Medieval History and Crusades","field":"Arts and Humanities","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":"Reprint; Art; Classics; History; Governor; Performance art; Chivalry; Ruler; Art history; Ancient history","score_opus":0.031080053312679563,"score_gpt":0.22269979265445963,"score_spread":0.19161973934178006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W603134280","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":[0.009011434,0.09465338,0.00045700293,0.08089051,0.060339723,0.00007192473,0.0009968842,0.00024403768,0.7533351],"genre_scores_gemma":[0.034354877,0.03065207,0.0005021029,0.01861827,0.013293711,0.000057247806,0.0006232536,0.00027652926,0.901622],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994997,0.000119526805,0.000018261548,0.00004443389,0.00021934167,0.00009870856],"domain_scores_gemma":[0.99943477,0.00017399357,0.00006110947,0.000046912923,0.00018344447,0.00009975548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053311524,0.0005563171,0.0003006353,0.00096747023,0.006279905,0.004230533,0.0006361033,0.0016938816,0.028223839],"category_scores_gemma":[0.0016887182,0.00020985428,0.00022317152,0.001732839,0.0018781797,0.0014571692,0.0021507118,0.0025205489,0.0058048847],"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":[0.000015599757,0.000007679264,0.00011600292,0.00013033394,0.0000011936107,0.00015186908,0.0052427896,0.000018659197,0.00010160655,0.010875431,0.969533,0.013805767],"study_design_scores_gemma":[6.295613e-7,0.0000018347691,0.00041036977,0.00008731255,4.5678982e-7,0.000030310655,0.0013207768,0.0000025275879,0.000013349393,0.00013187497,0.9979989,0.0000016466868],"about_ca_topic_score_codex":0.07340561,"about_ca_topic_score_gemma":0.23614465,"teacher_disagreement_score":0.07340561,"about_ca_system_score_codex":0.0030126844,"about_ca_system_score_gemma":0.0042245067,"threshold_uncertainty_score":0.1459567},"labels":[],"label_agreement":null},{"id":"W621303676","doi":"","title":"UNStudio : the floating space","year":2007,"lang":"en","type":"book","venue":"Taschen eBooks","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"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":"Studio; Architecture; Erasmus+; Space (punctuation); Modernism (music); Bridge (graph theory); Architectural engineering; Hierarchy; Engineering; Visual arts; Art history; Art; Computer science; Political science; The Renaissance","score_opus":0.009774976011301222,"score_gpt":0.19307164265396906,"score_spread":0.18329666664266783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W621303676","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":[0.0019194834,0.008083328,0.012239321,0.0011174198,0.0010783736,0.00001550431,0.0001159904,0.00033968798,0.97509086],"genre_scores_gemma":[0.02182597,0.0030927067,0.004593018,0.0004106424,0.00011140111,0.000026442021,0.00017592435,0.000425365,0.96933854],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99982685,0.000026458682,0.0000050398075,0.000033414195,0.00007809891,0.000030195877],"domain_scores_gemma":[0.9999219,0.000023449002,0.0000037352816,0.000015717413,0.000018951008,0.000016226484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001818176,0.0006794597,0.00024274425,0.0006042649,0.0025846357,0.0045933863,0.0006500788,0.0008476041,0.047924325],"category_scores_gemma":[0.0005295898,0.000324641,0.0003721391,0.0007425992,0.0019945693,0.004350017,0.0019275573,0.0016590143,0.009711278],"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":[0.00002790872,0.000013377538,0.00013887568,0.00009943045,0.0000027191807,0.0001515263,0.003092567,0.00058837235,0.00084175344,0.64483994,0.19679883,0.15340468],"study_design_scores_gemma":[0.0000012586073,0.000004391338,0.00007307808,0.00007226066,9.69624e-7,0.00010270741,0.00032213805,0.0001877587,0.00016797261,0.011614691,0.98744893,0.0000037244642],"about_ca_topic_score_codex":0.0069025108,"about_ca_topic_score_gemma":0.022958063,"teacher_disagreement_score":0.047924325,"about_ca_system_score_codex":0.0016480688,"about_ca_system_score_gemma":0.0011695364,"threshold_uncertainty_score":0.16032279},"labels":[],"label_agreement":null}]}