{"id":"W3105988502","doi":"10.1080/09647775.2020.1836998","title":"Museums in perilous times","year":2020,"lang":"en","type":"article","venue":"Museum Management and Curatorship","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canmore Museum and Geoscience Centre","funders":"","keywords":"History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00337785,0.0005617276,0.0004865373,0.0009576397,0.0138459,0.009315027,0.001943814,0.01560444,0.01602716],"category_scores_gemma":[0.0158193,0.0003544428,0.0006006609,0.001099005,0.009621363,0.00946134,0.004325019,0.01794012,0.00289027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005174742,"about_ca_system_score_gemma":0.004771754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02506639,"about_ca_topic_score_gemma":0.07554164,"domain_scores_codex":[0.9966159,0.001634881,0.00009033199,0.0003445741,0.0007483473,0.0005659231],"domain_scores_gemma":[0.9927348,0.004108863,0.0005996327,0.0002713593,0.001218643,0.001066635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001817435,0.000006079078,0.00009867858,0.00008460856,0.000004766251,0.0001343566,0.007018575,0.00001395354,0.00004016441,0.02614776,0.9621142,0.004318811],"study_design_scores_gemma":[0.000003661579,0.000005166604,0.0002631927,0.000211788,0.000002941033,0.00005815036,0.006582218,0.00001306361,0.00004080264,0.002569594,0.9902387,0.00001068576],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0009654185,0.01045239,0.00008573161,0.9317403,0.03407154,0.00000454253,0.00003080416,0.00002758924,0.02262173],"genre_scores_gemma":[0.05235873,0.01192582,0.000259384,0.8082349,0.05086956,0.00004199225,0.00004921711,0.0001780109,0.07608248],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02506639,"threshold_uncertainty_score":0.05361617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0312523924098328,"score_gpt":0.2912845840267326,"score_spread":0.2600321916168998,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}