{"meta":{"query_hash":"9b4381966cf5","filters":{"venue":"Surrey Art Gallery eBooks"},"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/9b4381966cf5","api":"https://metacan.xera.ac/api/v1/cohort?venue=Surrey+Art+Gallery+eBooks"},"results":[{"id":"W330810678","doi":"","title":"Digital Identity : Transforming Communities / Reinventing Ourselves","year":2000,"lang":"en","type":"book","venue":"Surrey Art Gallery eBooks","topic":"Artistic and Creative Research","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":"Exhibition; Identity (music); Documentation; Visual arts; Digital media; Work (physics); Media studies; Art; Digital identity; World Wide Web; Multimedia; Sociology; Computer science; Engineering; Aesthetics; Computer security","score_opus":0.060287504997023025,"score_gpt":0.2730569144136925,"score_spread":0.2127694094166695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W330810678","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":[0.00050473853,0.0001921051,0.00006337419,0.000039051734,0.00021308025,0.0003991518,0.00035827805,0.00020800669,0.9980222],"genre_scores_gemma":[0.05754275,0.000095496674,0.0000069521516,0.00007495037,0.0011208232,0.000043493023,0.0005191209,0.00010391468,0.9404925],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99766576,0.00010667373,0.00056085817,0.00031239167,0.00071001146,0.0006442845],"domain_scores_gemma":[0.99874145,0.00028607625,0.00016155557,0.0004602975,0.0001858373,0.0001647748],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003699234,0.0004913488,0.0006063644,0.0002577549,0.0013139162,0.0010982995,0.0005579044,0.00017876914,0.011730734],"category_scores_gemma":[0.000016635595,0.0004688126,0.00041506335,0.000010517736,0.0013375069,0.0006730582,0.00014835692,0.0009434256,0.0021185398],"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":[0.00013951189,0.00011506715,0.00011261239,0.00060951663,0.0007143142,0.00013078639,0.04540952,0.0000013557654,0.0000018567996,0.64960665,0.22949877,0.07366006],"study_design_scores_gemma":[0.00021682393,0.00008226834,0.000006277417,0.0006684019,0.000061382765,0.000008811779,0.009611337,0.000011130133,0.000005282501,0.018553592,0.97025895,0.00051571045],"about_ca_topic_score_codex":0.000056128752,"about_ca_topic_score_gemma":0.0018621888,"teacher_disagreement_score":0.7407602,"about_ca_system_score_codex":0.00012586954,"about_ca_system_score_gemma":0.00039540828,"threshold_uncertainty_score":0.99998623},"labels":[],"label_agreement":null},{"id":"W370248485","doi":"","title":"Out of Sight : The Image Beyond the Index","year":2000,"lang":"en","type":"book","venue":"Surrey Art Gallery eBooks","topic":"Photography and Visual Culture","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":"Exhibition; Conceptualism; Index (typography); Context (archaeology); Art; Sight; Visual arts; Photography; Art history; Computer science; Geography; Philosophy; World Wide Web; Epistemology; Archaeology; Physics; Optics","score_opus":0.02555318153679931,"score_gpt":0.23482358490658664,"score_spread":0.20927040336978733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W370248485","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":[0.00034894524,0.00028410857,9.773195e-7,0.00014293741,0.0011582277,0.0005776901,0.00030750688,0.0000720057,0.9971076],"genre_scores_gemma":[0.022351915,0.00006182684,0.0000011539363,0.0009275403,0.0017628096,0.000059883718,0.000112169975,0.000061098624,0.9746616],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99823534,0.00013553671,0.0004733993,0.00032835852,0.0004770132,0.00035032895],"domain_scores_gemma":[0.9985557,0.00020672307,0.00029214218,0.00071632763,0.00016450336,0.000064578126],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031932932,0.00045636727,0.00046946763,0.00009999571,0.0007284007,0.00022816288,0.0007502173,0.00022817418,0.005873671],"category_scores_gemma":[0.000007867658,0.00022912133,0.0006097607,0.000012942931,0.001588403,0.000081371916,0.0001049332,0.0009525899,0.00043836056],"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":[0.000082367704,0.00004641935,0.0000042280276,0.00008948929,0.00036751997,0.000010754371,0.05015336,2.3380224e-7,0.000056781133,0.056029264,0.8920697,0.0010899045],"study_design_scores_gemma":[0.00017206054,0.00007193915,0.00001567422,0.0001181943,0.00010724455,0.000002353757,0.0008221079,0.00000147809,0.000105896346,0.021746732,0.9765253,0.00031098406],"about_ca_topic_score_codex":0.000024361669,"about_ca_topic_score_gemma":0.0011836576,"teacher_disagreement_score":0.084455654,"about_ca_system_score_codex":0.00002129419,"about_ca_system_score_gemma":0.00020952596,"threshold_uncertainty_score":0.9950351},"labels":[],"label_agreement":null}]}