{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"7def2a649fd7","filters":{"venue":"Banff Centre Press eBooks"}},"results":[{"id":"W177732397","doi":"","title":"Beyond the Box : Diverging Curatorial Practices","year":2003,"lang":"en","type":"book","venue":"Banff Centre Press eBooks","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Townsend; State (computer science); Field (mathematics); Visual arts; Library science; Art history; Art; Sociology; Media studies; Computer science","authors":[{"name":"Melanie Townsend","is_ca":false},{"name":"Jessica Bradley","is_ca":false},{"name":"Sarah Cook","is_ca":false},{"name":"Sara Diamond","is_ca":false},{"name":"Andrea Fraser","is_ca":false},{"name":"Bruce Grenville","is_ca":false},{"name":"Anjum Katyal","is_ca":false},{"name":"Susan Martin","is_ca":false},{"name":"Cuauhtémoc Medina","is_ca":false},{"name":"Ivo Mesquita","is_ca":false},{"name":"Stella Rollig","is_ca":false},{"name":"Gregory Sholette","is_ca":false},{"name":"Peter White","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04854268496560628,"gpt":0.2338659282493367,"spread":0.1853232432837305,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001617797,0.0004695773,0.0003777035,0.00002815487,0.0008135109,0.0009566479,0.0005075686,0.0002051247,0.003466917],"category_scores_gemma":[0.00003948366,0.0002891701,0.0002462763,0.000003080605,0.0002837257,0.000210425,0.0001655936,0.0006301979,0.0001211565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007244539,"about_ca_system_score_gemma":0.0001637774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000296679,"about_ca_topic_score_gemma":0.0007151864,"domain_scores_codex":[0.9981201,0.0001336641,0.0003760534,0.0004406583,0.0004789389,0.0004505687],"domain_scores_gemma":[0.9982681,0.0001508283,0.000801583,0.0004963677,0.0001779891,0.0001051858],"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":[0.00001908158,0.00001327964,4.278962e-7,0.00006858695,0.0001026945,0.00001691055,0.0132038,1.891495e-7,0.000002831872,0.5534099,0.4318441,0.001318244],"study_design_scores_gemma":[0.0002969269,0.00002022823,3.490775e-7,0.0001140462,0.0002240173,0.000003641999,0.000857763,0.000002256045,0.00003577291,0.008718478,0.9893038,0.0004227722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002737334,0.001905246,6.500054e-7,0.000168235,0.005715758,0.0005650147,0.0001912082,0.0001135596,0.991313],"genre_scores_gemma":[0.0004729658,0.00008576229,0.00001158845,0.0005227317,0.006810339,0.00002826397,0.00008069616,0.00007083119,0.9919168],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5574597,"threshold_uncertainty_score":0.9999561,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1683301797","doi":"","title":"John & Lou's 1923 Voyage","year":2000,"lang":"en","type":"book","venue":"Banff Centre Press eBooks","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Exhibition; Appropriation; Interpretation (philosophy); Art; Visual arts; Narrative; Art history; Negative; Literature; Computer science; Philosophy","authors":[{"name":"John Will","is_ca":false},{"name":"Nancy Tousley","is_ca":false},{"name":"Melanie Townsend","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03538254230548212,"gpt":0.2234581822449709,"spread":0.1880756399394888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007307831,0.0006661945,0.0005895532,0.0001279814,0.0003973029,0.0004871151,0.0005422922,0.0004209666,0.009773906],"category_scores_gemma":[0.000004082562,0.0005651935,0.0005444857,0.000004908277,0.00040485,0.0001007567,0.0001043141,0.000768751,0.0003887331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005283612,"about_ca_system_score_gemma":0.0001184828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003585266,"about_ca_topic_score_gemma":0.0005819435,"domain_scores_codex":[0.9978397,0.00007138994,0.0004393563,0.0006072865,0.0004395366,0.0006026763],"domain_scores_gemma":[0.9988281,0.00004794854,0.0002235399,0.0005778151,0.0001157702,0.0002068673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006871884,0.00005761893,4.564856e-7,0.0001870604,0.0002198081,0.00006600903,0.01643967,3.433851e-7,0.000008346476,0.3846526,0.5950062,0.003293144],"study_design_scores_gemma":[0.0004116833,0.00004658719,0.000001279848,0.0003720275,0.000223131,0.000004173188,0.0001163751,0.000002889585,0.0002121401,0.004201188,0.9937049,0.0007036371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005731273,0.001939342,7.19839e-7,0.00001378814,0.0009890279,0.0006058617,0.0009569406,0.0003375919,0.9950994],"genre_scores_gemma":[0.001073041,0.0001569728,0.000005397602,0.0005051624,0.003104787,0.00003139466,0.0004636986,0.0001167874,0.9945428],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3986987,"threshold_uncertainty_score":0.99968,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2244426114","doi":"","title":"Ernie Kroeger : The Great Divide : Photographs from the Canadian Rockies","year":2001,"lang":"en","type":"book","venue":"Banff Centre Press eBooks","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mythology; Statement (logic); Archaeology; Geography; Visual arts; Geology; Art; Literature; Philosophy","authors":[{"name":"Alberto Manguel","is_ca":false},{"name":"Ernie Kroeger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03614248690118224,"gpt":0.2683011972252903,"spread":0.2321587103241081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003611362,0.0005501358,0.0004173094,0.0001988927,0.004135,0.001121326,0.002187845,0.0005253823,0.002949513],"category_scores_gemma":[0.0001499807,0.0003701369,0.0006188442,0.00006549672,0.001636951,0.0001419397,0.0002561619,0.001201726,0.0001890615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004117893,"about_ca_system_score_gemma":0.001037685,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9060366,"about_ca_topic_score_gemma":0.9974579,"domain_scores_codex":[0.9963539,0.0004539624,0.0004375577,0.000650249,0.0009942799,0.001110008],"domain_scores_gemma":[0.99686,0.0009942277,0.0003422385,0.001054461,0.0002966868,0.0004524253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002710235,0.00002135252,0.001516005,0.000009291689,0.0005935374,0.00006866572,0.0331361,0.000004613591,0.000001710294,0.02980519,0.9319203,0.0028961],"study_design_scores_gemma":[0.0001386223,0.00001065052,0.0008916703,0.0001563522,0.0003305276,0.00000234756,0.002484707,0.000001507999,0.000007811359,0.018458,0.9770982,0.0004195604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004237893,0.002348907,7.623147e-7,0.002856631,0.001376143,0.001263088,0.0006015913,0.0001819185,0.9909472],"genre_scores_gemma":[0.06735867,0.0005599827,0.0000119805,0.001225931,0.001761322,0.0001057695,0.0001301799,0.00008419639,0.928762],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09142134,"threshold_uncertainty_score":0.9999156,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1952726968","doi":"","title":"Don Denton : First Chapter : The Canadian Writers Photography Project","year":2001,"lang":"en","type":"book","venue":"Banff Centre Press eBooks","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Portrait; Photography; Visual arts; Selection (genetic algorithm); Art; Advice (programming); Art history; History; Computer science; Artificial intelligence","authors":[{"name":"Don Denton","is_ca":false},{"name":"Peter Oliva","is_ca":false},{"name":"Margaret Atwood","is_ca":false},{"name":"Todd Babiak","is_ca":false},{"name":"Dave Bidini","is_ca":false},{"name":"Michele Martin Bossley","is_ca":false},{"name":"George Bowering","is_ca":false},{"name":"Catherine Bush","is_ca":false},{"name":"Wayson Choy","is_ca":false},{"name":"Karen Connelly","is_ca":false},{"name":"Brad Cran","is_ca":false},{"name":"Erika de Vasconcelos","is_ca":false},{"name":"Timothy Findley","is_ca":false},{"name":"W. M. Ferguson","is_ca":false},{"name":"Cheryl Foggo","is_ca":false},{"name":"Brad Fraser","is_ca":false},{"name":"Hiromi Goto","is_ca":false},{"name":"Wayne Grady","is_ca":false},{"name":"Louise Bernice Halfe","is_ca":false},{"name":"Richard Harrison","is_ca":false},{"name":"Elizabeth D. Hay","is_ca":false},{"name":"Robert Hilles","is_ca":false},{"name":"Greg Hollingshead","is_ca":false},{"name":"Dennis Lee","is_ca":false},{"name":"Nicole Markotić","is_ca":false},{"name":"Clem Martini","is_ca":false},{"name":"Ken McGoogan","is_ca":false},{"name":"George Melnyk","is_ca":false},{"name":"Roy Miki","is_ca":false},{"name":"Sarah Murphy","is_ca":false},{"name":"Susan Musgrave","is_ca":false},{"name":"Stephen P. Osborne","is_ca":false},{"name":"Rajinderpal S. Pal","is_ca":false},{"name":"Darlene Barry Quaife","is_ca":false},{"name":"Paul Quarrington","is_ca":false},{"name":"Roberta Rees","is_ca":false},{"name":"Nino Ricci","is_ca":false},{"name":"David Richards","is_ca":false},{"name":"Jenny Robinson","is_ca":false},{"name":"Leon Rooke","is_ca":false},{"name":"Richard Scrimger","is_ca":false},{"name":"Sandra Shields","is_ca":false},{"name":"Russell Smith","is_ca":false},{"name":"Bob Stallworthy","is_ca":false},{"name":"Fred Stenson","is_ca":false},{"name":"Drew Hayden Taylor","is_ca":false},{"name":"Michael Turner","is_ca":false},{"name":"Aritha van Herk","is_ca":false},{"name":"Fred Wah","is_ca":false},{"name":"Thomas Wharton","is_ca":false},{"name":"Christopher Wiseman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05678040264416865,"gpt":0.2298972092553353,"spread":0.1731168066111667,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001339668,0.0006717811,0.0004260589,0.0003522805,0.00143775,0.000910886,0.0007289518,0.0003832121,0.001724227],"category_scores_gemma":[0.000004489755,0.0004604772,0.0006086918,0.00001559953,0.0006177126,0.00009903011,0.00008835635,0.0008123532,0.00003590028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001253826,"about_ca_system_score_gemma":0.0002441877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3399929,"about_ca_topic_score_gemma":0.9261194,"domain_scores_codex":[0.9977014,0.00006164009,0.0003845095,0.0005861454,0.0004705173,0.0007957732],"domain_scores_gemma":[0.9986331,0.00005101401,0.0002390739,0.0006250584,0.0001875967,0.0002641168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008923189,0.00005185306,0.00003601757,0.0002705767,0.0006498257,0.0001403659,0.1156449,4.539513e-7,0.000004009328,0.3918279,0.4891187,0.00216616],"study_design_scores_gemma":[0.0003102749,0.00004719831,0.000005994019,0.0003631537,0.0002359106,0.00000914839,0.0007708808,0.000005006162,0.00004306008,0.0009195486,0.9966714,0.0006183918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000153999,0.0009959009,3.659482e-7,0.0001250316,0.0009719028,0.001576529,0.0007470783,0.0001508698,0.9952783],"genre_scores_gemma":[0.01530504,0.0001867989,0.000002568762,0.001003894,0.001516448,0.0001167773,0.0003090484,0.0001073851,0.981452],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5861265,"threshold_uncertainty_score":0.9998623,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}