{"id":"W4416517583","doi":"10.4337/9781035312856.00046","title":"Museum diplomacy after crisis: examining Canadian museums and art galleries","year":2025,"lang":"","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Diplomacy; Exhibition; Photography; Cultural heritage","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0008691153,0.001924609,0.001685651,0.0011841,0.002601202,0.02137329,0.00120501,0.001341814,0.01367934],"category_scores_gemma":[0.0002134074,0.001823927,0.0005489332,0.00004858402,0.0008218361,0.003282135,0.0008649947,0.002665689,0.0002996089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004323007,"about_ca_system_score_gemma":0.001033234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05946729,"about_ca_topic_score_gemma":0.4131076,"domain_scores_codex":[0.993187,0.0001410582,0.001657948,0.002048783,0.001023559,0.001941643],"domain_scores_gemma":[0.9956132,0.000216656,0.0006035658,0.001337709,0.000768501,0.001460345],"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":[0.0001160826,0.00002421142,0.00007176086,0.0005819434,0.0007847028,0.0004106384,0.03638584,4.375077e-7,0.000005116424,0.727438,0.217609,0.01657234],"study_design_scores_gemma":[0.0006468891,0.0002526074,0.0003138928,0.002351637,0.0004091029,0.00003037881,0.009790725,0.00001233705,0.000005522812,0.004681696,0.9794388,0.002066348],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001649387,0.002358479,0.000005935534,0.003441716,0.004321871,0.001002819,0.000913693,0.0003620045,0.9859441],"genre_scores_gemma":[0.3824059,0.000422147,0.0001060387,0.004815246,0.002735955,0.0001787409,0.0002325767,0.0002505434,0.6088529],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7618299,"threshold_uncertainty_score":0.9999546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02716447495172254,"score_gpt":0.209919008595768,"score_spread":0.1827545336440455,"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."}}