{"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":"42e9aa632a6d","filters":{"venue":"International Journal of Museum Management and Curatorship"}},"results":[{"id":"W2064643000","doi":"10.1016/j.musmancur.2005.09.003","title":"Research at Canadian zoos and botanical gardens","year":2005,"lang":"en","type":"article","venue":"International Journal of Museum Management and Curatorship","topic":"Socioeconomics of Resources and Conservation","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Zoo","funders":"","keywords":"Visitor pattern; Botanical garden; Ecology; Library science; Geography; Biology; Environmental planning; Political science; Public relations","authors":[{"name":"William A. Rapley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05610914645958908,"gpt":0.277808162272324,"spread":0.2216990158127349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009316976,0.00006963075,0.0001319398,0.0003740119,0.0001040914,0.0001702343,0.0002311248,0.00005232604,0.0004292342],"category_scores_gemma":[0.00003586976,0.00007647829,0.00004945071,0.00004682786,0.00005888424,0.0001736562,0.00009262335,0.0001527229,0.0001136843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002658367,"about_ca_system_score_gemma":0.00001378047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000846058,"about_ca_topic_score_gemma":0.005649881,"domain_scores_codex":[0.9991956,0.00001834995,0.0003847529,0.0001434448,0.00008807439,0.000169762],"domain_scores_gemma":[0.9994294,0.00005584015,0.0001860631,0.00007476268,0.00009434772,0.0001595568],"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":[0.0001415871,0.00007739128,0.4044572,0.00002351779,0.0006285726,0.0001115497,0.001334772,0.00003980747,0.000005810344,0.528649,0.05230308,0.01222771],"study_design_scores_gemma":[0.0006462605,0.00004698265,0.1164817,0.00002263356,0.000006812304,0.00004271751,0.0004579856,0.0004361915,0.00000542974,0.01131383,0.8704257,0.0001137222],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601099,0.001972207,0.0000352454,0.01728838,0.0003173483,0.00006438445,0.00001217849,0.000003964114,0.02019635],"genre_scores_gemma":[0.9956605,0.001372712,0.0002476063,0.0007117829,0.0003036163,0.000002242864,0.000002019676,0.000008692378,0.00169084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8181226,"threshold_uncertainty_score":0.4699813,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1977826737","doi":"10.1016/j.musmancur.2006.07.001","title":"Glenbow Museum and First Nations: Fifteen years of negotiating change","year":2006,"lang":"en","type":"article","venue":"International Journal of Museum Management and Curatorship","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Glenbow Museum","funders":"","keywords":"Negotiation; Archaeology; Art; Political science; Geography; Media studies; Sociology; Social science","authors":[{"name":"Gerald T. Conaty","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03220615638399663,"gpt":0.2270611056546473,"spread":0.1948549492706506,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001795417,0.0001024887,0.0001457059,0.0002353642,0.0001119942,0.0002271157,0.0001784179,0.00002673768,0.0001936913],"category_scores_gemma":[0.00002077625,0.00008787125,0.00006028916,0.00003999557,0.00008533396,0.0005484542,0.00006960595,0.0000834202,0.000002715473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000206313,"about_ca_system_score_gemma":0.000005112176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003421408,"about_ca_topic_score_gemma":0.0009339075,"domain_scores_codex":[0.9990485,0.00002207851,0.0003829916,0.0001002088,0.0003367608,0.000109498],"domain_scores_gemma":[0.9993007,0.00007158038,0.0003318673,0.00005560039,0.00020124,0.00003905929],"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":[0.00007076762,0.0001660223,0.009006584,0.0001757898,0.0003198119,0.00008202075,0.009929137,0.0000164546,0.00002394085,0.9661439,0.005094104,0.008971474],"study_design_scores_gemma":[0.001687739,0.0002063523,0.09455305,0.0006646599,0.0001291568,0.00003606872,0.008907301,0.0001706171,0.00002827142,0.004878166,0.8883926,0.0003459748],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717865,0.002734644,0.0000387027,0.003024248,0.001826006,0.0002400045,0.00004515355,0.00002528009,0.02027947],"genre_scores_gemma":[0.997552,0.0007620292,0.0001022142,0.0001131022,0.0008531322,0.000006211227,0.000007418696,0.00001015034,0.0005937024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9612657,"threshold_uncertainty_score":0.3583286,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2090478911","doi":"10.1016/j.musmancur.2006.10.004","title":"Museum Philosophy for the Twenty-first Century. Genoways, H. H. (Ed.). Alta Mira Press, A Division of Rowman & Littlefield Publishers, Inc. Lanham, New York, Toronto, Oxford (2006) (299 pp., 29.95 USD, Paperback, ISBN: 0-7591-0754-8).","year":2006,"lang":"en","type":"article","venue":"International Journal of Museum Management and Curatorship","topic":"Museums and Cultural Heritage","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":"Media studies; History; Art history; Art; Sociology","authors":[{"name":"Elaine Heumann Gurian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03523438393353242,"gpt":0.2333961943475863,"spread":0.1981618104140539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004696482,0.0003624322,0.0003838275,0.0000710479,0.0003258502,0.001085982,0.0009740399,0.000109327,0.001956501],"category_scores_gemma":[0.00003659152,0.000244286,0.0003189652,0.00005033957,0.0001451303,0.001472189,0.0002223192,0.0002700538,0.00000811167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009556173,"about_ca_system_score_gemma":0.0000338162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003745543,"about_ca_topic_score_gemma":0.009454717,"domain_scores_codex":[0.9974148,0.00006220184,0.000952959,0.0003170374,0.0008724395,0.0003805065],"domain_scores_gemma":[0.9981021,0.0001730544,0.0007907415,0.0002995551,0.0004821103,0.0001524642],"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":[0.0003944455,0.000346038,0.0009721115,0.0002002897,0.0008396795,0.00001657771,0.003379356,0.00003285264,0.00002639484,0.2655863,0.7211335,0.007072392],"study_design_scores_gemma":[0.001492536,0.0001913944,0.00129649,0.0002637593,0.0001794172,0.000008919078,0.002147977,0.0000409987,0.00001464165,0.003682684,0.990389,0.000292153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1740107,0.348049,0.002785335,0.1127468,0.03879728,0.006999538,0.001697531,0.0005011638,0.3144127],"genre_scores_gemma":[0.9735093,0.0122736,0.0003681257,0.0009478602,0.004734694,0.0000342836,0.0001705511,0.00006203193,0.00789961],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7994986,"threshold_uncertainty_score":0.999951,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2626848290","doi":"10.1016/j.musmancur.2005.07.002","title":"Bettina Messias Carbonell, Editor, Museum Studies: An Anthology of Contexts, Blackwell (2004), p. 640 (ISBN 07546 08352, $89.95 (USD)).","year":2005,"lang":"en","type":"article","venue":"International Journal of Museum Management and Curatorship","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"History; Art; Media studies; Art history; Sociology","authors":[{"name":"Philippe Dubé","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04757251335206623,"gpt":0.3409977122597173,"spread":0.293425198907651,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001512609,0.0002106317,0.0003758175,0.0002137172,0.0002510701,0.0001389618,0.0006397835,0.0001298218,0.0002885343],"category_scores_gemma":[0.0002166484,0.0001738605,0.0001204115,0.0001992599,0.0003580596,0.0007500955,0.0001621517,0.0003042409,0.000008459295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002559352,"about_ca_system_score_gemma":0.0001148723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002906942,"about_ca_topic_score_gemma":0.001029386,"domain_scores_codex":[0.997412,0.0002515388,0.0007881683,0.0002388448,0.0009612326,0.0003482024],"domain_scores_gemma":[0.9978837,0.0001622582,0.0007024762,0.0001291555,0.0009275766,0.0001947846],"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":[0.000276966,0.0004335454,0.01294539,0.00004995827,0.001413841,0.0001743174,0.02133911,0.00005209406,0.00009644109,0.01194186,0.9289445,0.02233201],"study_design_scores_gemma":[0.001211207,0.0001804262,0.003850837,0.0001964988,0.0001197295,0.00001634101,0.02748185,0.00001651968,0.0002320303,0.0007342756,0.965703,0.000257353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8961986,0.01733675,0.0001213567,0.06296399,0.01640929,0.0005795115,0.00002703647,0.0000685245,0.006294927],"genre_scores_gemma":[0.9818422,0.008631618,0.0003049022,0.0005600384,0.004986676,0.000006435194,0.000006092235,0.0000152775,0.003646763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08564358,"threshold_uncertainty_score":0.7089826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987117439","doi":"10.1016/j.musmancur.2005.09.002","title":"David Chittenden, Graham Farmelo and Bruce V. Lewenstein, Editors, Creating connections: Museums and the public understanding of current research, AltaMira Press (2004) (400 pages; $35.00 USD; ISBN: 0-7591-0476-X).","year":2005,"lang":"en","type":"article","venue":"International Journal of Museum Management and Curatorship","topic":"Museums and Cultural Heritage","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":false},"ca_institutions":"Royal Alberta Museum","funders":"","keywords":"Art history; Art; Media studies; History; Sociology","authors":[{"name":"W BRUCEMCGILLIVRAY","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.150534963624413,"gpt":0.3181898809247454,"spread":0.1676549173003325,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001533192,0.0002359551,0.0003210532,0.0003376143,0.0006120173,0.001031781,0.000408929,0.00005759397,0.0001773314],"category_scores_gemma":[0.0001250832,0.0001571697,0.0001123514,0.00008812704,0.0007311712,0.001073658,0.0002575587,0.000494942,0.000001794705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001098484,"about_ca_system_score_gemma":0.00002950781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001185518,"about_ca_topic_score_gemma":0.0004329662,"domain_scores_codex":[0.9975017,0.0002548814,0.0007183749,0.0002680349,0.0009336032,0.000323387],"domain_scores_gemma":[0.9983231,0.0003265384,0.0005140274,0.0001546133,0.0005331331,0.0001485275],"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":[0.0003151197,0.0002228648,0.001330731,0.0002548922,0.0007465833,0.00003249372,0.02090655,0.00001181369,0.0000448506,0.9280882,0.02912815,0.01891774],"study_design_scores_gemma":[0.004350508,0.0002576557,0.001056739,0.0009585487,0.0001647883,0.0001487639,0.06507299,0.0003588426,0.00004984398,0.009822105,0.9173548,0.0004043781],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8232712,0.07099485,0.001175934,0.04856977,0.0158757,0.001994553,0.0001523604,0.0001452506,0.03782037],"genre_scores_gemma":[0.9866488,0.008926223,0.0000417156,0.0001588168,0.003577397,0.00001572498,0.000007117795,0.00002148886,0.0006026981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9182661,"threshold_uncertainty_score":0.9949486,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}