{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"66866049fdf6","filters":{"venue":"Palgrave studies in performance and technology."}},"results":[{"id":"W4398151451","doi":"10.1007/978-3-031-47312-8_12","title":"Performing Dramaturgies of Care in Quarantine: Aging, Inclusivity, and Aesthetics in a Virtual World","year":2024,"lang":"en","type":"book-chapter","venue":"Palgrave studies in performance and technology.","topic":"Theatre and Performance Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Quarantine; Aesthetics; Sociology; Psychology; Art; Biology; Ecology","authors":[{"name":"Benjamin Gillespie","is_ca":false},{"name":"Julia Henderson","is_ca":true},{"name":"Heunjung Lee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01713174347345088,"gpt":0.2607283236935965,"spread":0.2435965802201456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002594314,0.0005149275,0.001071366,0.002441277,0.000233672,0.00003661126,0.0001973982,0.0002450439,0.00002095002],"category_scores_gemma":[0.00001448788,0.0004343884,0.00006190913,0.0001810199,0.002364754,0.0001180096,0.0008627061,0.001060349,0.000007946052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008959231,"about_ca_system_score_gemma":0.0000366463,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006784543,"about_ca_topic_score_gemma":0.02960577,"domain_scores_codex":[0.9982171,0.000007928828,0.0006928346,0.0004729793,0.0001860738,0.0004230571],"domain_scores_gemma":[0.9993565,0.00008277372,0.0001713047,0.0002556284,0.0001144299,0.00001932711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009415728,0.00002116785,0.03725164,0.004232814,0.0001919679,0.0000977716,0.1541087,0.000008529943,0.000002345719,0.7158972,0.00009277494,0.08800088],"study_design_scores_gemma":[0.004047428,0.00315627,0.002314365,0.04192876,0.0004687883,0.0001111555,0.2765667,0.0006050827,0.0002209261,0.226297,0.44089,0.003393591],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5815377,0.14186,5.250626e-8,0.0005757299,0.0005535175,0.000447565,0.00004646292,0.0000988759,0.2748801],"genre_scores_gemma":[0.9024603,0.0822865,0.00001332559,0.00002496116,0.0001111299,0.00005153441,0.000007639834,0.00004136221,0.01500326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4896002,"threshold_uncertainty_score":0.9998108,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398152589","doi":"10.1007/978-3-031-47312-8_7","title":"Digitally Dairakudakan: An Examination of the 2020–2021 Pandemic Performance Season","year":2024,"lang":"en","type":"book-chapter","venue":"Palgrave studies in performance and technology.","topic":"Diversity and Impact of Dance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Geography; History; Medicine; Infectious disease (medical specialty); Internal medicine","authors":[{"name":"Sebastian Samur","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03305800093285024,"gpt":0.2903968854271639,"spread":0.2573388844943136,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003221501,0.0003909691,0.0005541818,0.0004034852,0.0001761652,0.00001956336,0.000529101,0.0005872041,0.0000944891],"category_scores_gemma":[0.00003570991,0.0003009414,0.00008026064,0.0002983048,0.001362506,0.0001301697,0.0005778146,0.0009090064,0.00009998136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001003585,"about_ca_system_score_gemma":0.0000367706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003126025,"about_ca_topic_score_gemma":0.00004045211,"domain_scores_codex":[0.9984217,0.00001600723,0.0004039555,0.000547795,0.0002524916,0.0003580108],"domain_scores_gemma":[0.9988574,0.00005279772,0.0002564764,0.0006553635,0.0001431169,0.00003480096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001360398,0.00009507382,0.1648345,0.001630501,0.00118789,0.00006981519,0.007239903,0.000007464021,0.0000424774,0.1360471,0.001515748,0.6871935],"study_design_scores_gemma":[0.004681543,0.006779357,0.7243782,0.01582854,0.001503087,0.0007091239,0.02105583,0.0006575175,0.0007204033,0.1014841,0.1181145,0.00408775],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6182382,0.01256882,5.652336e-7,0.000193704,0.0009845527,0.0003454017,0.00005730688,0.00008718124,0.3675243],"genre_scores_gemma":[0.9101962,0.0202123,0.0000152852,0.0000366364,0.0001030684,0.00002676053,0.00001437049,0.00003129621,0.06936408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6831058,"threshold_uncertainty_score":0.9999443,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398152544","doi":"10.1007/978-3-031-47312-8_4","title":"Variant of Concern: University Theatre Pandemic Production through the Zoom Lens","year":2024,"lang":"en","type":"book-chapter","venue":"Palgrave studies in performance and technology.","topic":"Advanced Technology in Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Pandemic; Zoom; Production (economics); Lens (geology); Visual arts; Coronavirus disease 2019 (COVID-19); Art; Medicine; Optics; Physics; Economics","authors":[{"name":"Katrina Dunn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04112758140836534,"gpt":0.2765521363554442,"spread":0.2354245549470788,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001487227,0.000270087,0.0003989417,0.0003482357,0.0002383822,0.000006685576,0.0008887618,0.0004207018,0.000001867635],"category_scores_gemma":[0.00002025641,0.0002023459,0.00004638076,0.0004838078,0.002411193,0.00009727145,0.001099781,0.0008878618,0.00001922441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001202297,"about_ca_system_score_gemma":0.00004715563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004211304,"about_ca_topic_score_gemma":0.00004329084,"domain_scores_codex":[0.9987285,0.000006728384,0.0002873187,0.0006131911,0.0001312533,0.0002329666],"domain_scores_gemma":[0.9986076,0.00007560555,0.0002098458,0.000969535,0.000128643,0.000008772123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003443636,0.000004632896,0.00038098,0.00009701434,0.0001457285,0.00001651798,0.0005836066,0.000008303522,0.00002697439,0.9705887,0.0001624744,0.02798164],"study_design_scores_gemma":[0.0001665345,0.0001282264,0.00004906261,0.0005052671,0.00008832395,0.0001816129,0.00102033,0.0003110289,0.0003289375,0.8908912,0.1060427,0.0002868076],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01504461,0.1307215,0.01833344,0.04837482,0.003713824,0.004711645,0.0001171987,0.00462758,0.7743554],"genre_scores_gemma":[0.8503539,0.1260003,0.005095487,0.00004717133,0.00006450686,0.00005165313,0.000003547473,0.00002804221,0.01835541],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8353093,"threshold_uncertainty_score":0.8884143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398151194","doi":"10.1007/978-3-031-47312-8_8","title":"Calling from Canada: Exploring the Shift to Telephonic Theatre During COVID-19","year":2024,"lang":"en","type":"book-chapter","venue":"Palgrave studies in performance and technology.","topic":"Theatre and Performance Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medicine; Virology; Outbreak; Internal medicine","authors":[{"name":"Robert Motum","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05586237454897324,"gpt":0.2529589783083688,"spread":0.1970966037593956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0001765463,0.0005983025,0.0007364532,0.0004999884,0.001450746,0.00007710497,0.0004195582,0.0001518812,0.0001310269],"category_scores_gemma":[0.00002625093,0.0004012692,0.00007832918,0.0001012673,0.001057378,0.00006655869,0.0007506062,0.001026807,0.00007615421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004271638,"about_ca_system_score_gemma":0.0001969209,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03826407,"about_ca_topic_score_gemma":0.7801945,"domain_scores_codex":[0.9979802,0.000007046816,0.0005175548,0.0006384659,0.0002747383,0.000582015],"domain_scores_gemma":[0.999078,0.0001720516,0.0001056005,0.0004901567,0.00006906124,0.00008512338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002620545,0.00002154073,0.01728791,0.003962581,0.004401443,0.0007328208,0.2652846,0.0001266143,0.00001236986,0.6335006,0.008692908,0.06571455],"study_design_scores_gemma":[0.0003848212,0.000159676,0.0005542381,0.001857664,0.0002629867,0.00001764678,0.03361445,0.00001556031,0.00007437848,0.07963022,0.8824309,0.0009974549],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6547745,0.07226068,4.629812e-7,0.01065769,0.003565001,0.0008552536,0.000353069,0.0004282015,0.2571052],"genre_scores_gemma":[0.9406135,0.03396935,0.000007844078,0.0004200485,0.0009367045,0.0002938835,0.00001200678,0.00006597249,0.02368067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.873738,"threshold_uncertainty_score":0.9998492,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398151133","doi":"10.1007/978-3-031-47312-8_3","title":"Distributed Performance as Systems of Mutual Care","year":2024,"lang":"en","type":"book-chapter","venue":"Palgrave studies in performance and technology.","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Computer science","authors":[{"name":"Dakota Camacho","is_ca":false},{"name":"Ian Garrett","is_ca":true},{"name":"Quetzal Guerrero","is_ca":false},{"name":"Tiśina Ta-till-ium Parker","is_ca":false},{"name":"Trey Pickett","is_ca":false},{"name":"Lumhe “Micco” Sampson","is_ca":false},{"name":"Rulan Tangen","is_ca":false},{"name":"Jade Whaanga","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02357674210820836,"gpt":0.2458749109101772,"spread":0.2222981688019689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001495164,0.0004018181,0.0006238068,0.001125997,0.0001639764,0.00005049531,0.0002249047,0.0004940535,0.00001663548],"category_scores_gemma":[0.00003030181,0.000346742,0.00004381407,0.0006047477,0.0006917844,0.0002083341,0.0003949303,0.0005680604,0.0001422807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006459869,"about_ca_system_score_gemma":0.00002912479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002363895,"about_ca_topic_score_gemma":0.00001981729,"domain_scores_codex":[0.9985233,0.00000103403,0.0005739904,0.0004140699,0.0002054014,0.0002821887],"domain_scores_gemma":[0.9987637,0.00001475711,0.000343722,0.000285767,0.0005873422,0.000004718559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004210307,0.000007366342,0.01345193,0.01038271,0.0002100203,0.00003355398,0.0001165465,0.00002928569,0.00001449023,0.9652995,0.0004513604,0.009961098],"study_design_scores_gemma":[0.004274413,0.001020883,0.01193455,0.04511729,0.00194821,0.000261603,0.0249908,0.01341088,0.0007152564,0.2312925,0.6591384,0.005895241],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4618979,0.0393661,0.000002847593,0.0003566136,0.001916601,0.0007217411,0.00004716704,0.0003787252,0.4953123],"genre_scores_gemma":[0.9868459,0.00698705,0.000007968668,0.00002895955,0.000313564,0.00006026927,0.0001455379,0.0000409975,0.005569744],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7340071,"threshold_uncertainty_score":0.9998984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}