{"meta":{"query_hash":"20110b4ce623","filters":{"venue":"Museums & Social Issues"},"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/20110b4ce623","api":"https://metacan.xera.ac/api/v1/cohort?venue=Museums+%26+Social+Issues"},"results":[{"id":"W4232766171","doi":"10.1080/15596893.2018.1486127","title":"From the Editor","year":2018,"lang":"en","type":"article","venue":"Museums & Social Issues","topic":"Counseling, Therapy, and Family Dynamics","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":"Mount Allison University","funders":"","keywords":"Geography","score_opus":0.022294816351345958,"score_gpt":0.3406741484342939,"score_spread":0.31837933208294794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232766171","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002500543,0.0091234455,0.00028962412,0.16529568,0.8112829,0.00003792562,0.00011725075,0.00010199471,0.013501181],"genre_scores_gemma":[0.0037389046,0.010587508,0.00030468026,0.19918215,0.66832495,0.00007631112,0.00012638312,0.00009635007,0.11756274],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983652,0.0003349519,0.00017595933,0.00031318702,0.00062681834,0.00018384436],"domain_scores_gemma":[0.9909072,0.0024001286,0.0007476289,0.0004592965,0.0033983032,0.0020874257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020097387,0.0010660244,0.0010768955,0.0011085316,0.0015375314,0.004256591,0.0020444258,0.0077969576,0.081711665],"category_scores_gemma":[0.018155754,0.0005271507,0.0007113429,0.0004886169,0.0010223555,0.0027377908,0.001582828,0.010003299,0.040800255],"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":[0.000032517062,0.00001704171,0.00009158027,0.00015019657,0.000009396556,0.00028442725,0.000020978461,0.000014435938,0.000058449998,0.000440079,0.9872705,0.0116104875],"study_design_scores_gemma":[0.000017300217,0.000023278279,0.00023184219,0.00021152112,0.00001164374,0.00061153393,0.000057136447,0.000036237216,0.00010372629,0.0003279558,0.9983571,0.000010625513],"about_ca_topic_score_codex":0.00070374535,"about_ca_topic_score_gemma":0.001600171,"teacher_disagreement_score":0.081711665,"about_ca_system_score_codex":0.00090652343,"about_ca_system_score_gemma":0.0020879493,"threshold_uncertainty_score":0.27335274},"labels":[],"label_agreement":null},{"id":"W4379520502","doi":"10.1080/15596893.2023.2208625","title":"Climate versus culture: how Canadian museums are confronting the climate crisis","year":2022,"lang":"en","type":"article","venue":"Museums & Social Issues","topic":"Conservation Techniques and Studies","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Exhibition; Climate change; The Imaginary; Action (physics); Climate science; Scale (ratio); Political science; Geography; Ecology; Psychology","score_opus":0.05926189422545936,"score_gpt":0.26993055849277053,"score_spread":0.21066866426731118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379520502","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":[0.6975563,0.008649857,0.00064488215,0.0918752,0.0010709972,0.000111239984,0.00030519723,0.0000888302,0.19969757],"genre_scores_gemma":[0.9830209,0.0033703316,0.00034362054,0.0041449224,0.000071715025,0.000019523271,0.00006426942,0.00003473986,0.008930013],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99319816,0.0014677976,0.0001138984,0.0003561938,0.0021535635,0.0027104816],"domain_scores_gemma":[0.9922764,0.0008592186,0.0006900477,0.00023907892,0.0021774792,0.0037577634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051116482,0.0003725771,0.0004217387,0.0024493402,0.040773913,0.015829323,0.003013982,0.0026296836,0.009816544],"category_scores_gemma":[0.01173868,0.00038135663,0.0006403249,0.0047100754,0.01605211,0.005213039,0.011238964,0.003891241,0.0004555451],"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":[0.000146563,0.00009602757,0.06534718,0.00048439993,0.00009724285,0.0015419543,0.7740746,0.00033509836,0.0009299632,0.028786507,0.058515236,0.06964522],"study_design_scores_gemma":[0.000013478967,0.00003261122,0.06269216,0.0004012461,0.00004202233,0.00018607016,0.74796987,0.00013308568,0.00012645742,0.0017881212,0.1865134,0.00010142184],"about_ca_topic_score_codex":0.9780197,"about_ca_topic_score_gemma":0.9891289,"teacher_disagreement_score":0.070817046,"about_ca_system_score_codex":0.070817046,"about_ca_system_score_gemma":0.11466089,"threshold_uncertainty_score":0.513816},"labels":[],"label_agreement":null},{"id":"W4405821440","doi":"10.1080/15596893.2024.2444888","title":"Pursuing sustainability education through museums: reflections of a renegade curator","year":2024,"lang":"en","type":"article","venue":"Museums & Social Issues","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Saskatchewan Museum","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sustainability; Anthropocene; Humanity; Indigenous; Environmental ethics; Autoethnography; Sociology; Value (mathematics); Perspective (graphical); Political science; Engineering ethics; Public relations; Social science; Visual arts; Art; Engineering; Ecology; Law","score_opus":0.015468815670058601,"score_gpt":0.3630562592239418,"score_spread":0.3475874435538832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405821440","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":[0.7274025,0.0070122597,0.0030963405,0.20186272,0.0023840975,0.00035984843,0.00014819844,0.00023717732,0.057496917],"genre_scores_gemma":[0.91530335,0.003125896,0.0020209525,0.032288715,0.0003492754,0.000196385,0.000057364417,0.0004825908,0.04617554],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97947675,0.013962173,0.00037982088,0.0013790379,0.0015682539,0.0032339795],"domain_scores_gemma":[0.98548615,0.005449995,0.0009025617,0.0008269657,0.0019252871,0.005408981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015156872,0.0012153086,0.0010548729,0.001938456,0.050669204,0.014363084,0.0046184678,0.009085926,0.005414758],"category_scores_gemma":[0.021446394,0.0012347661,0.001424018,0.0014718868,0.031142524,0.009440079,0.02097778,0.016696105,0.0012465465],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019930554,0.000055354147,0.0010880525,0.00008739121,0.000013693039,0.0016224022,0.9798962,0.000048279548,0.00034652097,0.003944084,0.010039691,0.002838449],"study_design_scores_gemma":[0.0000062197873,0.000045420846,0.00077381264,0.00014994835,0.00001063036,0.0006947819,0.8680441,0.00007575143,0.00020704498,0.00081360346,0.12913407,0.000044629454],"about_ca_topic_score_codex":0.049852155,"about_ca_topic_score_gemma":0.10069731,"teacher_disagreement_score":0.050669204,"about_ca_system_score_codex":0.010358268,"about_ca_system_score_gemma":0.00884483,"threshold_uncertainty_score":0.099123955},"labels":[],"label_agreement":null},{"id":"W4407370688","doi":"10.1080/15596893.2025.2463658","title":"Museum reconciliation and reparations: Canadian context","year":2025,"lang":"en","type":"article","venue":"Museums & Social Issues","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Context (archaeology); Political science; History; Archaeology","score_opus":0.03186311067845254,"score_gpt":0.27174324370799835,"score_spread":0.2398801330295458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407370688","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":[0.25066537,0.029053707,0.0031444312,0.15746945,0.0017207932,0.0004460721,0.001858976,0.00025876882,0.55538255],"genre_scores_gemma":[0.91986585,0.013961824,0.003382916,0.010486088,0.00016083292,0.00010609198,0.00050553354,0.00019398746,0.051336873],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98394245,0.003303513,0.00041751616,0.0012568616,0.0048665404,0.0062131016],"domain_scores_gemma":[0.98203546,0.003555743,0.0009085937,0.00082221313,0.0076494114,0.0050285333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009317536,0.00049418665,0.0006812714,0.004472633,0.06911607,0.020492671,0.0056589264,0.003743021,0.014485012],"category_scores_gemma":[0.020446636,0.00068340503,0.0006976484,0.010915673,0.024071524,0.0061758743,0.0123948455,0.0067360345,0.0005020732],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013036976,0.00016587117,0.019201066,0.0008001913,0.00007599559,0.004476344,0.273118,0.0013827556,0.0006891084,0.4467994,0.15113777,0.102023125],"study_design_scores_gemma":[0.000015968006,0.000021889839,0.021243183,0.0005646538,0.000027053966,0.00044567417,0.18884833,0.00031258818,0.00027122928,0.0057061906,0.7824221,0.00012113374],"about_ca_topic_score_codex":0.9952532,"about_ca_topic_score_gemma":0.99822444,"teacher_disagreement_score":0.21640939,"about_ca_system_score_codex":0.21640939,"about_ca_system_score_gemma":0.3267756,"threshold_uncertainty_score":0.90885407},"labels":[],"label_agreement":null},{"id":"W4407669128","doi":"10.1080/15596893.2025.2465592","title":"Museum funding as critical practice","year":2025,"lang":"en","type":"article","venue":"Museums & Social Issues","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Critical practice; Political science; Law","score_opus":0.049146588169067806,"score_gpt":0.3684886310310722,"score_spread":0.3193420428620044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407669128","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":[0.067371964,0.020784259,0.019207945,0.27842316,0.0022903353,0.00019331553,0.00006108597,0.00017395735,0.611494],"genre_scores_gemma":[0.9689283,0.0031153897,0.003353094,0.00697594,0.0005886951,0.00020640936,0.000014781117,0.0000990686,0.016718186],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.94735897,0.04352229,0.0008308751,0.0021019757,0.0032685779,0.0029173847],"domain_scores_gemma":[0.935039,0.04974435,0.0036551752,0.0042940816,0.00315614,0.0041112863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.039619494,0.0007109922,0.00063212635,0.004364694,0.022713317,0.026446547,0.0028944074,0.008177303,0.007813674],"category_scores_gemma":[0.05322114,0.0005053759,0.0006085682,0.003098421,0.13276735,0.02069692,0.018909082,0.0073347846,0.0007354985],"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":[0.000008865084,0.0000071843147,0.00023886988,0.00008059656,0.0000042273623,0.00014355291,0.07195694,0.000119542005,0.000041860305,0.91625464,0.0061292336,0.0050144996],"study_design_scores_gemma":[0.000021448443,0.000017000497,0.0002942173,0.00086727383,0.000010741288,0.0002709144,0.09917339,0.00022530582,0.00018183305,0.50623935,0.39267254,0.000026010646],"about_ca_topic_score_codex":0.009394973,"about_ca_topic_score_gemma":0.0077587254,"teacher_disagreement_score":0.039619494,"about_ca_system_score_codex":0.024218785,"about_ca_system_score_gemma":0.023750745,"threshold_uncertainty_score":0.20953041},"labels":[],"label_agreement":null}]}