{"id":"W7117985170","doi":"10.1007/978-3-032-03386-4_1","title":"Introduction","year":2025,"lang":"en","type":"book-chapter","venue":"Queenship and power","topic":"Historical Art and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Island University; University of British Columbia","funders":"","keywords":"The Imaginary; Ideology; Politics; Power (physics); Cultural nationalism; Queen (butterfly); Nationalism; Exhibition; Negotiation","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004249243,0.0001673956,0.0002003673,0.00004908089,0.0002952199,0.00005017026,0.00004009337,0.00008981181,0.01253173],"category_scores_gemma":[0.00001268544,0.0001259036,0.00007295623,0.000003239632,0.0001749415,0.00003291536,0.00003082275,0.0002044435,0.0003371306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002445288,"about_ca_system_score_gemma":0.00001165088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000113161,"about_ca_topic_score_gemma":0.0001546443,"domain_scores_codex":[0.9994858,0.000005261808,0.0001276339,0.0001977892,0.00008897249,0.00009457997],"domain_scores_gemma":[0.999707,0.00002045138,0.00004176566,0.0001092248,0.00009026065,0.00003133079],"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":[0.000003551439,0.000001855957,4.628167e-7,0.0000368616,0.00002566827,0.000001107622,0.002976979,1.258937e-9,1.099592e-7,0.5389067,0.4573758,0.0006709231],"study_design_scores_gemma":[0.00003700103,0.00003536042,0.000001808574,0.0000768321,0.00003973402,6.137799e-7,0.0001399381,3.651245e-8,4.358821e-7,0.02862874,0.9708877,0.0001517563],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001829871,0.003464111,0.00000172637,0.003727525,0.002193933,0.00006156528,0.00002534172,0.00005322711,0.9904708],"genre_scores_gemma":[0.0007970451,0.0003435393,0.000005802116,0.0005746622,0.003903559,0.000003135413,0.00002795041,0.00001141036,0.9943329],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.513512,"threshold_uncertainty_score":0.988371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01595297205245404,"score_gpt":0.1979985421602105,"score_spread":0.1820455701077565,"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."}}