{"meta":{"query_hash":"66866049fdf6","filters":{"venue":"Palgrave studies in performance and technology."},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/66866049fdf6","api":"https://metacan.xera.ac/api/v1/cohort?venue=Palgrave+studies+in+performance+and+technology."},"results":[{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Computer science","score_opus":0.023576742108208364,"score_gpt":0.24587491091017724,"score_spread":0.22229816880196887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398151133","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023691798,0.0065701343,0.127702,0.0072006066,0.0004189741,0.00012245653,0.00009694918,0.00041696907,0.83378005],"genre_scores_gemma":[0.8290369,0.0025978268,0.027754473,0.00049764605,0.0003677518,0.00027857567,0.00011926054,0.00015567864,0.13919194],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847585,0.00069187954,0.000048152076,0.00019368439,0.00038827804,0.00020211027],"domain_scores_gemma":[0.99868363,0.0005026849,0.00011704924,0.00038767757,0.00018883342,0.00012014412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017618798,0.00047727575,0.0002521997,0.0009992283,0.0018113935,0.009108884,0.0011402653,0.001842883,0.009499782],"category_scores_gemma":[0.004259715,0.00038745414,0.00028149385,0.0013462444,0.008942023,0.010573701,0.004121347,0.0017537869,0.0021786606],"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":[0.0000042759075,0.0000029411096,0.00003455233,0.0000063233065,9.766284e-7,0.000010928435,0.00033118474,0.00047642575,0.000044048775,0.99424064,0.0010542372,0.0037934268],"study_design_scores_gemma":[0.000015011035,0.000014055296,0.00012047779,0.000030395218,0.0000043117643,0.00004755299,0.00032616823,0.0034923863,0.0002828455,0.9106292,0.085030764,0.0000068760532],"about_ca_topic_score_codex":0.003025806,"about_ca_topic_score_gemma":0.0019690206,"teacher_disagreement_score":0.009499782,"about_ca_system_score_codex":0.0048136595,"about_ca_system_score_gemma":0.0023446644,"threshold_uncertainty_score":0.0349257},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.05586237454897324,"score_gpt":0.25295897830836883,"score_spread":0.19709660375939558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398151194","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22960645,0.010352261,0.0014184079,0.06450931,0.00125984,0.00012121304,0.000712467,0.000102379876,0.69191766],"genre_scores_gemma":[0.82770795,0.0049063503,0.00061377615,0.0072646025,0.00010236981,0.00006307916,0.00021788238,0.00020846627,0.15891548],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9960842,0.00084106333,0.000049146824,0.00025156635,0.0010173,0.0017567698],"domain_scores_gemma":[0.99678814,0.00067689427,0.00012853676,0.000059190344,0.0011969695,0.0011502303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019351037,0.00048919243,0.00045373122,0.0014559563,0.04616044,0.01565161,0.00215312,0.0040756403,0.016884832],"category_scores_gemma":[0.0053220103,0.00044151375,0.00030172986,0.003658565,0.012849647,0.0035210405,0.00525022,0.0070427265,0.0016242957],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001204749,0.00003857221,0.0041990364,0.00017359175,0.000007638911,0.0009116782,0.7513346,0.00013254868,0.0005626336,0.10125659,0.096363656,0.044898935],"study_design_scores_gemma":[0.0000057494285,0.000013246069,0.008939021,0.00033896146,0.000008042725,0.00016594808,0.63880354,0.000072279814,0.00014614074,0.0014606857,0.35000923,0.000037193262],"about_ca_topic_score_codex":0.99132335,"about_ca_topic_score_gemma":0.99758863,"teacher_disagreement_score":0.13361746,"about_ca_system_score_codex":0.13361746,"about_ca_system_score_gemma":0.1911927,"threshold_uncertainty_score":0.96946704},"labels":[],"label_agreement":null},{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Quarantine; Aesthetics; Sociology; Psychology; Art; Biology; Ecology","score_opus":0.01713174347345088,"score_gpt":0.2607283236935965,"score_spread":0.24359658022014563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398151451","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09643973,0.023197971,0.0064928606,0.018397035,0.0024929503,0.00006032707,0.00013887385,0.0002371321,0.8525432],"genre_scores_gemma":[0.7500612,0.006775106,0.003051122,0.0018201141,0.00035929598,0.000069644266,0.00007302116,0.00014695275,0.23764358],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99946326,0.00031173544,0.0000125052375,0.000035841178,0.000081174294,0.00009552189],"domain_scores_gemma":[0.9996038,0.0001249053,0.000047091115,0.00003851644,0.00004814123,0.0001375937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082195667,0.00047740652,0.00019795813,0.00043344346,0.0035147218,0.004645194,0.0007067574,0.0008636621,0.014012504],"category_scores_gemma":[0.0016431812,0.00013701819,0.00022492406,0.00039534428,0.0056176307,0.0019953714,0.003174852,0.0019898214,0.001399567],"study_design_candidate":"qualitative","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":[0.00016031589,0.00012735989,0.0038400905,0.0004610256,0.000021709497,0.001055216,0.25941703,0.000537783,0.0020169548,0.3037048,0.2672432,0.16141456],"study_design_scores_gemma":[0.000009110932,0.0000942426,0.006276941,0.0005843124,0.000010328126,0.0013242646,0.114484675,0.00021415597,0.00059487653,0.020665811,0.85571563,0.000025616804],"about_ca_topic_score_codex":0.0031800473,"about_ca_topic_score_gemma":0.0113368025,"teacher_disagreement_score":0.014012504,"about_ca_system_score_codex":0.0012722064,"about_ca_system_score_gemma":0.0012861437,"threshold_uncertainty_score":0.04687655},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.041127581408365345,"score_gpt":0.2765521363554442,"score_spread":0.23542455494707884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398152544","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015490128,0.0034449252,0.0053105955,0.0073131183,0.0010899819,0.000024775161,0.00006202181,0.00018605363,0.9670784],"genre_scores_gemma":[0.5371341,0.0020268802,0.0032811589,0.002041777,0.0007696427,0.00003927602,0.00007623293,0.00033014495,0.45430067],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9993395,0.00029888612,0.00000988286,0.00005635621,0.00017745035,0.00011780396],"domain_scores_gemma":[0.9994387,0.00018191469,0.000043950073,0.00009274305,0.000084914725,0.00015773237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085082714,0.00029013597,0.00012896223,0.0007436958,0.004023025,0.005404387,0.00072864734,0.0009221731,0.03332219],"category_scores_gemma":[0.0021998212,0.00015914511,0.00019033092,0.00081747194,0.0037665588,0.0036293676,0.003619014,0.0020487001,0.0030523515],"study_design_candidate":"qualitative","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":[0.000091651134,0.00002765146,0.00048001984,0.000075953205,0.0000041025505,0.0003605887,0.03236252,0.00028597013,0.001027816,0.6983739,0.15874478,0.10816504],"study_design_scores_gemma":[0.000007457059,0.00003962146,0.0012862195,0.00013068893,0.0000034704217,0.0004509497,0.0215711,0.00041915287,0.0007790791,0.032911412,0.94238436,0.00001650585],"about_ca_topic_score_codex":0.0069126384,"about_ca_topic_score_gemma":0.015190454,"teacher_disagreement_score":0.03332219,"about_ca_system_score_codex":0.0033910754,"about_ca_system_score_gemma":0.0013743024,"threshold_uncertainty_score":0.1114738},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.03305800093285024,"score_gpt":0.29039688542716385,"score_spread":0.25733888449431364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398152589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51774037,0.006527889,0.0002724293,0.041278124,0.002197234,0.000067797584,0.0040816506,0.0001094531,0.42772514],"genre_scores_gemma":[0.8783165,0.005532113,0.00028084873,0.0037748565,0.00022971927,0.00008739864,0.003014986,0.000084277126,0.10867933],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9996253,0.00003220925,0.0000096168815,0.000025311096,0.00009767631,0.00020981405],"domain_scores_gemma":[0.9996061,0.000039001105,0.00005458636,0.000011174238,0.000091182905,0.00019804716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007029008,0.00020498266,0.00012693297,0.00077283866,0.0029638768,0.004324768,0.000922482,0.000915281,0.015809493],"category_scores_gemma":[0.0010387666,0.00014281237,0.00015114191,0.0021976745,0.0010748279,0.0030359395,0.002839773,0.0019236486,0.0023117948],"study_design_candidate":"qualitative","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":[0.00040834732,0.00031466843,0.10114931,0.0006736665,0.000026288459,0.0012051573,0.070900284,0.0007100196,0.00081736787,0.12386523,0.5007597,0.19916998],"study_design_scores_gemma":[0.000010996466,0.00007361155,0.2227996,0.00022683598,0.0000059636186,0.00015340997,0.131117,0.00023310032,0.00017646016,0.0020560096,0.643119,0.00002803513],"about_ca_topic_score_codex":0.077030204,"about_ca_topic_score_gemma":0.25137168,"teacher_disagreement_score":0.077030204,"about_ca_system_score_codex":0.0038267116,"about_ca_system_score_gemma":0.0061258487,"threshold_uncertainty_score":0.15316367},"labels":[],"label_agreement":null}]}